#METABOLOMICS WORKBENCH alvaroferochoa_20250902_024126 DATATRACK_ID:6363 STUDY_ID:ST004172 ANALYSIS_ID:AN006926 PROJECT_ID:PR002632 VERSION 1 CREATED_ON September 9, 2025, 12:45 pm #PROJECT PR:PROJECT_TITLE Untargeted metabolomic approach to assess the acute metabolism and urinary PR:PROJECT_TITLE excretion of olive leaf bioactive compounds in humans PR:PROJECT_SUMMARY Olive (Olea europaea) leaves are a rich source of bioactive phytochemicals with PR:PROJECT_SUMMARY reported health benefits, which may be mediated by their in vivo metabolites PR:PROJECT_SUMMARY rather than the native compounds. However, their human metabolism remains PR:PROJECT_SUMMARY insufficiently characterized. In this study, we aimed to identify olive PR:PROJECT_SUMMARY leaf-derived metabolites in human urine. A randomized, double-blind, PR:PROJECT_SUMMARY placebo-controlled, acute dietary intervention was conducted in 17 healthy PR:PROJECT_SUMMARY volunteers supplemented with an olive leaf extract. Urine samples were collected PR:PROJECT_SUMMARY before and after intake and analyzed by untargeted metabolomics using PR:PROJECT_SUMMARY HPLC-ESI-QTOF-MS. Data processing yielded >18,500 molecular features, from which PR:PROJECT_SUMMARY 513 were significantly associated with the intervention, and 176 were PR:PROJECT_SUMMARY successfully annotated. Identified metabolites included oleuropein conjugates, PR:PROJECT_SUMMARY hydroxytyrosol- and elenolic acid-derived compounds, as well as flavonoids and PR:PROJECT_SUMMARY phenolic acids, mainly excreted 6–12 h post-intake. Results highlight the PR:PROJECT_SUMMARY extensive phase I and II biotransformation of olive leaf phytochemicals in PR:PROJECT_SUMMARY humans and provide a comprehensive urinary metabolic profile supporting the use PR:PROJECT_SUMMARY of untargeted metabolomics to uncover novel bioactive compounds. PR:INSTITUTE University of Granada PR:DEPARTMENT Department of Analytical Chemistry PR:LABORATORY Bioactive Ingredients AGR274 PR:LAST_NAME Fernández-Ochoa PR:FIRST_NAME Álvaro PR:ADDRESS Avda Fuentenueva S/N PR:EMAIL alvaroferochoa@ugr.es PR:PHONE +34958240794 PR:FUNDING_SOURCE Ministerio de Economía y Competitividad (Spain) #STUDY ST:STUDY_TITLE Untargeted metabolomic approach to assess the acute metabolism and urinary ST:STUDY_TITLE excretion of olive leaf bioactive compounds in humans ST:STUDY_SUMMARY Olive (Olea europaea) leaves are a rich source of bioactive phytochemicals with ST:STUDY_SUMMARY reported health benefits, which may be mediated by their in vivo metabolites ST:STUDY_SUMMARY rather than the native compounds. However, their human metabolism remains ST:STUDY_SUMMARY insufficiently characterized. In this study, we aimed to identify olive ST:STUDY_SUMMARY leaf-derived metabolites in human urine. A randomized, double-blind, ST:STUDY_SUMMARY placebo-controlled, acute dietary intervention was conducted in 17 healthy ST:STUDY_SUMMARY volunteers supplemented with an olive leaf extract. Urine samples were collected ST:STUDY_SUMMARY before and after intake and analyzed by untargeted metabolomics using ST:STUDY_SUMMARY HPLC-ESI-QTOF-MS. Data processing yielded >18,500 molecular features, from which ST:STUDY_SUMMARY 513 were significantly associated with the intervention, and 176 were ST:STUDY_SUMMARY successfully annotated. Identified metabolites included oleuropein conjugates, ST:STUDY_SUMMARY hydroxytyrosol- and elenolic acid-derived compounds, as well as flavonoids and ST:STUDY_SUMMARY phenolic acids, mainly excreted 6–12 h post-intake. Results highlight the ST:STUDY_SUMMARY extensive phase I and II biotransformation of olive leaf phytochemicals in ST:STUDY_SUMMARY humans and provide a comprehensive urinary metabolic profile supporting the use ST:STUDY_SUMMARY of untargeted metabolomics to uncover novel bioactive compounds. ST:INSTITUTE University of Granada ST:LAST_NAME Fernández Ochoa ST:FIRST_NAME Álvaro ST:ADDRESS Avda Fuentenueva S/N ST:EMAIL alvaroferochoa@ugr.es ST:PHONE +34958240794 ST:TOTAL_SUBJECTS 17 #SUBJECT SU:SUBJECT_TYPE Human SU:SUBJECT_SPECIES Homo sapiens SU:TAXONOMY_ID 9606 #SUBJECT_SAMPLE_FACTORS: SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Raw file names and additional sample data SUBJECT_SAMPLE_FACTORS blank B1blk1-r001 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:1 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221215_Neg_blk1-r001.mzML; Sex=blank; Age=blank; Batch=1 SUBJECT_SAMPLE_FACTORS blank B1blk1-r002v2 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:2 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221215_Neg_blk1-r002.mzML; Sex=blank; Age=blank; Batch=1 SUBJECT_SAMPLE_FACTORS blank B1blk2-r001 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:61 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221215_Neg_blk2-r001.mzML; Sex=blank; Age=blank; Batch=1 SUBJECT_SAMPLE_FACTORS blank B1blk2-r002 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:62 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221215_Neg_blk2-r002.mzML; Sex=blank; Age=blank; Batch=1 SUBJECT_SAMPLE_FACTORS blank B2blk1-r001 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:63 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221219_Neg_blk1-r001.mzML; Sex=blank; Age=blank; Batch=2 SUBJECT_SAMPLE_FACTORS blank B2blk1-r002v2 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:64 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221219_Neg_blk1-r002v2.mzML; Sex=blank; Age=blank; Batch=2 SUBJECT_SAMPLE_FACTORS blank B2blk2-r001 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:123 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221219_Neg_blk2-r001.mzML; Sex=blank; Age=blank; Batch=2 SUBJECT_SAMPLE_FACTORS blank B2blk2-r002 Sample source:Urine | Treatment:blank | Time Interval:blank | Injection order:125 Collection Time (s)=blank; RAW_FILE_NAME(Raw_File Name)=20221219_Neg_blk2-r002.mzML; Sex=blank; Age=blank; Batch=2 SUBJECT_SAMPLE_FACTORS OE1 OE1-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:42 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_001-00.mzML; Sex=Male; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS OE1 OE1-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:46 Collection Time (s)=39; RAW_FILE_NAME(Raw_File Name)=20221215_001-01.mzML; Sex=Male; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS OE1 OE1-02 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:44 Collection Time (s)=224; RAW_FILE_NAME(Raw_File Name)=20221215_001-02.mzML; Sex=Male; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS OE1 OE1-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:43 Collection Time (s)=400; RAW_FILE_NAME(Raw_File Name)=20221215_001-03.mzML; Sex=Male; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS OE1 OE1-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:45 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_001-04.mzML; Sex=Male; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS OE2 OE2-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:24 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_002-01.mzML; Sex=Male; Age=49; Batch=1 SUBJECT_SAMPLE_FACTORS OE2 OE2-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:21 Collection Time (s)=126; RAW_FILE_NAME(Raw_File Name)=20221215_002-02.mzML; Sex=Male; Age=49; Batch=1 SUBJECT_SAMPLE_FACTORS OE2 OE2-02 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:25 Collection Time (s)=254; RAW_FILE_NAME(Raw_File Name)=20221215_002-03.mzML; Sex=Male; Age=49; Batch=1 SUBJECT_SAMPLE_FACTORS OE2 OE2-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:22 Collection Time (s)=422; RAW_FILE_NAME(Raw_File Name)=20221215_002-04.mzML; Sex=Male; Age=49; Batch=1 SUBJECT_SAMPLE_FACTORS OE2 OE2-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:23 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_002-05.mzML; Sex=Male; Age=49; Batch=1 SUBJECT_SAMPLE_FACTORS OE3 OE3-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:56 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_003-00.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE3 OE3-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:57 Collection Time (s)=174; RAW_FILE_NAME(Raw_File Name)=20221215_003-01.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE3 OE3-02 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:55 Collection Time (s)=354; RAW_FILE_NAME(Raw_File Name)=20221215_003-02.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE3 OE3-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:58 Collection Time (s)=548; RAW_FILE_NAME(Raw_File Name)=20221215_003-03.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE3 OE3-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:54 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_003-04.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE4 OE4-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:7 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_OO4_00.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE4 OE4-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:6 Collection Time (s)=171; RAW_FILE_NAME(Raw_File Name)=20221215_OO4_01.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE4 OE4-02 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:9 Collection Time (s)=279; RAW_FILE_NAME(Raw_File Name)=20221215_OO4_02.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE4 OE4-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:5 Collection Time (s)=419; RAW_FILE_NAME(Raw_File Name)=20221215_OO4_03.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE4 OE4-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:8 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_OO4_04.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS OE5 OE5-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:75 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_005-00.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE5 OE5-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:74 Collection Time (s)=146; RAW_FILE_NAME(Raw_File Name)=20221219_005-01.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE5 OE5-02 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:77 Collection Time (s)=321; RAW_FILE_NAME(Raw_File Name)=20221219_005-02.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE5 OE5-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:73 Collection Time (s)=482; RAW_FILE_NAME(Raw_File Name)=20221219_005-03.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE5 OE5-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:76 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_005-04.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE6 OE6-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:109 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_OO6-00.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE6 OE6-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:108 Collection Time (s)=261; RAW_FILE_NAME(Raw_File Name)=20221219_OO6-01.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE6 OE6-02 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:110 Collection Time (s)=467; RAW_FILE_NAME(Raw_File Name)=20221219_OO6-02.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE6 OE6-03 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:107 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_OO6-03.mzML; Sex=Female; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE7 OE7-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:90 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_OO7-00.mzML; Sex=Male; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE7 OE7-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:88 Collection Time (s)=347; RAW_FILE_NAME(Raw_File Name)=20221219_OO7-01.mzML; Sex=Male; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE7 OE7-02 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:92 Collection Time (s)=408; RAW_FILE_NAME(Raw_File Name)=20221219_OO7-02.mzML; Sex=Male; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE7 OE7-03 Sample source:Urine | Treatment:Olive | Time Interval:2 | Injection order:89 Collection Time (s)=487; RAW_FILE_NAME(Raw_File Name)=20221219_OO7-03.mzML; Sex=Male; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE7 OE7-04 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:91 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_OO7-04.mzML; Sex=Male; Age=22; Batch=2 SUBJECT_SAMPLE_FACTORS OE8 OE8-00 Sample source:Urine | Treatment:Olive | Time Interval:0 | Injection order:129 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_OO8_00.mzML; Sex=Female; Age=26; Batch=2 SUBJECT_SAMPLE_FACTORS OE8 OE8-01 Sample source:Urine | Treatment:Olive | Time Interval:1 | Injection order:130 Collection Time (s)=205; RAW_FILE_NAME(Raw_File Name)=20221219_OO8_01.mzML; Sex=Female; Age=26; Batch=2 SUBJECT_SAMPLE_FACTORS OE8 OE8-02 Sample source:Urine | Treatment:Olive | Time Interval:3 | Injection order:131 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_OO8_02.mzML; Sex=Female; Age=26; Batch=2 SUBJECT_SAMPLE_FACTORS PB1 PB1-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:81 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB1_00.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB1 PB1-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:83 Collection Time (s)=177; RAW_FILE_NAME(Raw_File Name)=20221219_PB1_01.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB1 PB1-02 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:80 Collection Time (s)=353; RAW_FILE_NAME(Raw_File Name)=20221219_PB1_02.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB1 PB1-03 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:79 Collection Time (s)=519; RAW_FILE_NAME(Raw_File Name)=20221219_PB1_03.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB1 PB1-04 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:84 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB1_04.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB2 PB2-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:95 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB2-00.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB2 PB2-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:96 Collection Time (s)=218; RAW_FILE_NAME(Raw_File Name)=20221219_PB2-01.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB2 PB2-02 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:93 Collection Time (s)=342; RAW_FILE_NAME(Raw_File Name)=20221219_PB2-02.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB2 PB2-03 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:97 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB2-03.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB3 PB3-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:51 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_PB3-00.mzML; Sex=Female; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS PB3 PB3-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:48 Collection Time (s)=197; RAW_FILE_NAME(Raw_File Name)=20221215_PB3-01.mzML; Sex=Female; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS PB3 PB3-02 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:49 Collection Time (s)=424; RAW_FILE_NAME(Raw_File Name)=20221215_PB3-02.mzML; Sex=Female; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS PB3 PB3-03 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:50 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_PB3-03.mzML; Sex=Female; Age=19; Batch=1 SUBJECT_SAMPLE_FACTORS PB4 PB4-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:115 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB4-00.mzML; Sex=Female; Age=30; Batch=2 SUBJECT_SAMPLE_FACTORS PB4 PB4-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:112 Collection Time (s)=237; RAW_FILE_NAME(Raw_File Name)=20221219_PB4-01.mzML; Sex=Female; Age=30; Batch=2 SUBJECT_SAMPLE_FACTORS PB4 PB4-02 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:114 Collection Time (s)=574; RAW_FILE_NAME(Raw_File Name)=20221219_PB4-02.mzML; Sex=Female; Age=30; Batch=2 SUBJECT_SAMPLE_FACTORS PB4 PB4-03 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:113 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB4-03.mzML; Sex=Female; Age=30; Batch=2 SUBJECT_SAMPLE_FACTORS PB5 PB5-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:102 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB5-00.mzML; Sex=Female; Age=49; Batch=2 SUBJECT_SAMPLE_FACTORS PB5 PB5-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:104 Collection Time (s)=182; RAW_FILE_NAME(Raw_File Name)=20221219_PB5-01.mzML; Sex=Female; Age=49; Batch=2 SUBJECT_SAMPLE_FACTORS PB5 PB5-02 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:101 Collection Time (s)=381; RAW_FILE_NAME(Raw_File Name)=20221219_PB5-02.mzML; Sex=Female; Age=49; Batch=2 SUBJECT_SAMPLE_FACTORS PB5 PB5-03 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:105 Collection Time (s)=576; RAW_FILE_NAME(Raw_File Name)=20221219_PB5-03.mzML; Sex=Female; Age=49; Batch=2 SUBJECT_SAMPLE_FACTORS PB5 PB5-04 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:103 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB5-04.mzML; Sex=Female; Age=49; Batch=2 SUBJECT_SAMPLE_FACTORS PB6 PB6-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:17 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-00.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:11 Collection Time (s)=86; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-01.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-02 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:15 Collection Time (s)=197; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-02.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-03 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:14 Collection Time (s)=336; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-03.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-04 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:16 Collection Time (s)=483; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-04.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-05 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:18 Collection Time (s)=591; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-05.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB6 PB6-06 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:13 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_PB6-06.mzML; Sex=Female; Age=34; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:32 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-00.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:30 Collection Time (s)=171; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-01.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-02 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:34 Collection Time (s)=288; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-02.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-03 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:27 Collection Time (s)=341; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-03.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-04 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:36 Collection Time (s)=470; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-04.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-05 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:29 Collection Time (s)=512; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-05.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-06 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:35 Collection Time (s)=545; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-06.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-07 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:31 Collection Time (s)=602; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-07.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB7 PB7-08 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:28 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221215_PB7-08.mzML; Sex=Female; Age=22; Batch=1 SUBJECT_SAMPLE_FACTORS PB8 PB8-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:70 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB8_00.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB8 PB8-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:67 Collection Time (s)=285; RAW_FILE_NAME(Raw_File Name)=20221219_PB8_01.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB8 PB8-02 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:69 Collection Time (s)=543; RAW_FILE_NAME(Raw_File Name)=20221219_PB8_02.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB8 PB8-03 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:68 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB8_03.mzML; Sex=Male; Age=23; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-00 Sample source:Urine | Treatment:Control | Time Interval:0 | Injection order:121 Collection Time (s)=0; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-00.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-01 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:126 Collection Time (s)=158; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-01.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-02 Sample source:Urine | Treatment:Control | Time Interval:1 | Injection order:124 Collection Time (s)=216; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-02.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-03 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:117 Collection Time (s)=426; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-03.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-04 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:120 Collection Time (s)=471; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-04.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-05 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:127 Collection Time (s)=517; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-05.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-06 Sample source:Urine | Treatment:Control | Time Interval:2 | Injection order:122 Collection Time (s)=594; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-06.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS PB9 PB9-07 Sample source:Urine | Treatment:Control | Time Interval:3 | Injection order:118 Collection Time (s)=1440; RAW_FILE_NAME(Raw_File Name)=20221219_PB9-07.mzML; Sex=Female; Age=21; Batch=2 SUBJECT_SAMPLE_FACTORS QC B1QC1 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:3 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC1.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC2 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:4 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC2.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC3 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:10 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC3.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC4 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:12 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC4.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC5 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:19 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC5.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC6 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:20 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC6.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC7 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:26 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC7.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC8 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:33 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC8.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC9 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:37 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC9.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC10 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:38 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC10.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC11 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:39 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC11.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC12 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:40 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC12.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC13 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:41 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC13.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC14 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:47 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC14.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC15 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:52 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC15.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC16 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:53 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC16.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC17 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:59 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC17.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B1QC18 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:60 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221215_QC18.mzML; Sex=QC; Age=QC; Batch=1 SUBJECT_SAMPLE_FACTORS QC B2QC1 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:65 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC1.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC2 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:66 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC2.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC3 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:71 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC3.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC4 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:72 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC4.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC5 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:78 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC5.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC6 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:82 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC6.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC7 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:85 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC7.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC8 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:86 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC8.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC9 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:87 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC9.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC10 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:94 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC10.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC11 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:98 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC11.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC12 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:99 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC12.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC13 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:100 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC13.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC14 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:106 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC14.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC15 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:111 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC15.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC16 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:116 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC16.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC17 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:119 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC17.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC18 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:128 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC18.mzML; Sex=QC; Age=QC; Batch=2 SUBJECT_SAMPLE_FACTORS QC B2QC19 Sample source:Urine | Treatment:QC | Time Interval:- | Injection order:132 Collection Time (s)=QC; RAW_FILE_NAME(Raw_File Name)=20221219_QC19.mzML; Sex=QC; Age=QC; Batch=2 #COLLECTION CO:COLLECTION_SUMMARY Urine samples were collected in plastic containers at baseline (prior to capsule CO:COLLECTION_SUMMARY ingestion, T0) and at different time points during the acute intervention, CO:COLLECTION_SUMMARY depending on each volunteer, until the end of the study. Additionally, a final CO:COLLECTION_SUMMARY urine sample was collected from all volunteers at 24 h post-intake. For CO:COLLECTION_SUMMARY statistical comparison between samples, the collected urines were grouped into CO:COLLECTION_SUMMARY the following intervals: time 0, interval 1 (0–6 h), interval 2 (6–12 h), CO:COLLECTION_SUMMARY and interval 3 (12–24 h). A pooled quality control (QC) sample was prepared by CO:COLLECTION_SUMMARY mixing equal aliquots of each experimental sample.Urine samples were aliquoted CO:COLLECTION_SUMMARY in Wilmut tubes and stored at -80 ºC until analysis. CO:SAMPLE_TYPE Urine CO:STORAGE_CONDITIONS -80℃ #TREATMENT TR:TREATMENT_SUMMARY The Olea europaea (OE) leaf bioactive extract was provided by NATAC Biotech S.L. TR:TREATMENT_SUMMARY (Cáceres, Spain). This extract was obtained through a solid–liquid extraction TR:TREATMENT_SUMMARY process using a mixture of ethanol and water in a ratio of 80:20 (v:v) for a TR:TREATMENT_SUMMARY duration of 2 h, maintaining a solvent-to-plant ratio of 20:1. The extraction TR:TREATMENT_SUMMARY temperatures was set to 45 °C. After extraction, the extract was vacuum-dried, TR:TREATMENT_SUMMARY stored at room temperature, and protected from light until the encapsulation TR:TREATMENT_SUMMARY process. Previous reports have detailed the phytochemical characterization, and TR:TREATMENT_SUMMARY bioactivity of the extract (Villegas-Aguilar, Sánchez-Marzo, et al., 2024). The TR:TREATMENT_SUMMARY acute, randomized, controlled, double-blind clinical trial was conducted at the TR:TREATMENT_SUMMARY premises of the University of Miguel Hernández. Following an overnight fast, 8 TR:TREATMENT_SUMMARY participants consumed an OE capsule containing 500 mg of extract, while 9 took a TR:TREATMENT_SUMMARY placebo capsule. The placebo capsule was based on microcrystalline cellulose. A TR:TREATMENT_SUMMARY polyphenol-free breakfast, which included toast with butter, was provided to the TR:TREATMENT_SUMMARY volunteers 30 minutes after consuming the supplement. Furthermore, TR:TREATMENT_SUMMARY polyphenol-free snacks and lunch were offered to participants at 2, 4 and 9 TR:TREATMENT_SUMMARY hours after breakfast intake. All participants consumed identical quantities of TR:TREATMENT_SUMMARY these meals to ensure dietary consistency and comparability across the study TR:TREATMENT_SUMMARY population. Water was provided ad libitum. #SAMPLEPREP SP:SAMPLEPREP_SUMMARY All urine samples were normalized to a standardized osmolality value before SP:SAMPLEPREP_SUMMARY HPLC-ESI-QTOF-MS analysis to compensate for variations in hydration levels among SP:SAMPLEPREP_SUMMARY individuals. Urine samples were thawed on ice, and osmolality was measured in SP:SAMPLEPREP_SUMMARY duplicate using two 50 μL aliquots per sample with an OSMOMAT3000 osmometer SP:SAMPLEPREP_SUMMARY (Gonotec®, Berlin, Germany). Based on these osmolality measurements, a 100 μL SP:SAMPLEPREP_SUMMARY aliquot of each sample was diluted with LC-MS grade water to achieve the SP:SAMPLEPREP_SUMMARY normalized osmolality value of 100 mOsm/kg. All samples were diluted, except for SP:SAMPLEPREP_SUMMARY two specific samples that required pre-concentration because their measured SP:SAMPLEPREP_SUMMARY osmolality was below 100 mOsm/kg. These two samples were dried using an SP:SAMPLEPREP_SUMMARY Eppendorf Concentrator Plus (Eppendorf™, Hamburg, Germany), and then SP:SAMPLEPREP_SUMMARY reconstituted with LC-MS grade water to reach the target osmolality value. Once SP:SAMPLEPREP_SUMMARY all samples were normalized to 100 mOsm/kg, they were vortexed (ZX3 Vortex SP:SAMPLEPREP_SUMMARY Mixer, Fisherbrand™, Waltham, Massachusetts, USA) for 10 seconds, and SP:SAMPLEPREP_SUMMARY centrifuged (Centrifuge 5430/5430 R, Eppendorf™, Hamburg, Germany) at 14,000 SP:SAMPLEPREP_SUMMARY rpm and 4 °C for 10 minutes to remove undesired solid particles. Then, 60 μL SP:SAMPLEPREP_SUMMARY of supernatant from each sample was transferred to HPLC vials. Furthermore, a SP:SAMPLEPREP_SUMMARY pooled quality control (QC) sample was prepared by mixing equal aliquots of each SP:SAMPLEPREP_SUMMARY experimental sample. All urine aliquots were stored at -20 °C until the day of SP:SAMPLEPREP_SUMMARY analysis. #CHROMATOGRAPHY CH:CHROMATOGRAPHY_TYPE Reversed phase CH:INSTRUMENT_NAME Agilent 1260 CH:COLUMN_NAME WATERS ACQUITY UPLC BEH SHIELD RP18 (150 x 2.1mm, 1.7 um) CH:SOLVENT_A 100% Water; 0.1% Formic Acid CH:SOLVENT_B 100% Acetonitrile CH:FLOW_GRADIENT time in minutes; %B: (0.00; 5), (5.00; 10), (18.00; 85), (24.00; 100), (25.50; CH:FLOW_GRADIENT 100), (26.50; 5) and (32.50; 5). CH:FLOW_RATE 0.4 ml/min CH:COLUMN_TEMPERATURE 60 CH:SAMPLE_INJECTION 5 ul #ANALYSIS AN:ANALYSIS_TYPE MS #MS MS:INSTRUMENT_NAME Agilent 6540 QTOF MS:INSTRUMENT_TYPE QTOF MS:MS_TYPE ESI MS:ION_MODE NEGATIVE MS:MS_COMMENTS Detection was performed over a range of 50-1200 m/z in negative ion mode. Two MS:MS_COMMENTS reference masses, TFA anion (m/z 112.98558700) and HP-921 (m/z 1033.98810900), MS:MS_COMMENTS were used for continuous mass calibration, ensuring accurate mass measurements. MS:MS_COMMENTS Optimal MS parameters for maximal analyte detection were applied as follows: MS:MS_COMMENTS drying gas (ultrapure nitrogen) temperature, 200 °C; gas flow, 10 L/min; MS:MS_COMMENTS nebulizer, 20 psig; sheath gas temperature, 350 °C; sheath gas flow, 12 L/min. MS:MS_COMMENTS The MS scan acquisition parameters were set in the following manner: capillary MS:MS_COMMENTS voltage, 4000 V; nozzle voltage, 500 V; fragmentor, 130 V; skimmer 45 V; and MS:MS_COMMENTS octopole RF Peak, 750 V. All samples were analyzed in full-scan mode (MS1) using MS:MS_COMMENTS an acquisition rate of 3 spectra/s. Pooled QC samples were also acquired in auto MS:MS_COMMENTS MS/MS fragmentation mode using nitrogen as the collision gas at collision MS:MS_COMMENTS energies of 10, 30, and 60 eV. Since some signals of interest were not MS:MS_COMMENTS fragmented in the autoMS/MS analyses of the QCs, targeted MS/MS analyses were MS:MS_COMMENTS also carried out after the statistical analysis on the significant signals MS:MS_COMMENTS detected in the specific biological samples where they were detected. In MS:MS_COMMENTS addition, targeted analyses of the commercial standards were carried out to MS:MS_COMMENTS confirm metabolite identification. Due to the large number of samples, they were MS:MS_COMMENTS split into two different analytical batches. Two analytical blanks (BK) were MS:MS_COMMENTS analyzed at the beginning and end of both sequences to control potential MS:MS_COMMENTS contaminants. After the initial blanks, 5 injections of the QC sample were MS:MS_COMMENTS performed to equilibrate the system. In addition, the pooled QC samples were MS:MS_COMMENTS injected every 6 biological samples to ensure analytical reproducibility and MS:MS_COMMENTS correct within- and between-batches effects. Biological samples from the studied MS:MS_COMMENTS groups (placebo or OE supplements) were randomized within the sequences, but the MS:MS_COMMENTS samples from each volunteer were injected consecutively. Initially, the raw MS:MS_COMMENTS HPLC-ESI-QTOF-MS data were converted from the .d vendor format to .mzML format MS:MS_COMMENTS using the open-source ProteoWizard msConvert software (version 3.0.) (Adusumilli MS:MS_COMMENTS & Mallick, 2017). Next, MZmine software (version 3.4.27.) was used for data MS:MS_COMMENTS preprocessing, which involved the following steps: Mass Detection, ADAP MS:MS_COMMENTS Chromatogram Builder, ADAP Chromatogram Resolver, 13C Isotope Grouper, MS:MS_COMMENTS Alignment, and Feature List Filtering. MS:MS_RESULTS_FILE ST004172_AN006926_Results.txt UNITS:Peak area Has m/z:Yes Has RT:Yes RT units:Minutes #END