#METABOLOMICS WORKBENCH depnerc_20190829_115830 DATATRACK_ID:1808 STUDY_ID:ST001440 ANALYSIS_ID:AN002405 PROJECT_ID:PR000990 VERSION 1 CREATED_ON August 4, 2020, 3:30 pm #PROJECT PR:PROJECT_TITLE Developing preliminary blood metabolomics-based biomarkers of insufficient sleep PR:PROJECT_TITLE in humans PR:PROJECT_TYPE Human clinical translational study PR:PROJECT_SUMMARY Study Objective: Identify small molecule biomarkers of insufficient sleep using PR:PROJECT_SUMMARY untargeted plasma metabolomics in humans undergoing experimental insufficient PR:PROJECT_SUMMARY sleep. Methods: We conducted a cross-over laboratory study where 16 normal PR:PROJECT_SUMMARY weight participants (8 men; age 22 ± 5 years; body mass index < 25 kg/m2) PR:PROJECT_SUMMARY completed three baseline days (BL; 9h sleep opportunity per night) followed by PR:PROJECT_SUMMARY five day insufficient (5H; 5h sleep opportunity per night) and adequate (9H; 9h PR:PROJECT_SUMMARY sleep opportunity per night) sleep conditions. Energy balanced diets were PR:PROJECT_SUMMARY provided during baseline, with ad libitum energy intake provided during the PR:PROJECT_SUMMARY insufficient and adequate sleep conditions. Untargeted plasma metabolomics PR:PROJECT_SUMMARY analyses were performed using blood samples collected every 4h across the final PR:PROJECT_SUMMARY 24h of each condition. Biomarker models were developed using logistic regression PR:PROJECT_SUMMARY and linear support vector machine algorithms. Results: The top performing PR:PROJECT_SUMMARY biomarker model was developed by linear support vector machine modeling, PR:PROJECT_SUMMARY consisted of 65 compounds, and discriminated insufficient versus adequate sleep PR:PROJECT_SUMMARY with 74% overall accuracy and a Matthew’s Correlation Coefficient of 0.39. The PR:PROJECT_SUMMARY compounds in the top performing biomarker model were associated with ATP Binding PR:PROJECT_SUMMARY Cassette Transporters in Lipid Homeostasis, Phospholipid Metabolic Process, PR:PROJECT_SUMMARY Plasma Lipoprotein Remodeling, and sphingolipid metabolism. Conclusion: We PR:PROJECT_SUMMARY identified potential metabolomics-based biomarkers of insufficient sleep in PR:PROJECT_SUMMARY humans. Further development and validation of omics-based biomarkers of PR:PROJECT_SUMMARY insufficient sleep will advance our understanding of the negative consequences PR:PROJECT_SUMMARY of insufficient sleep, improve diagnosis of poor sleep health, and identify PR:PROJECT_SUMMARY targets for countermeasures designed to mitigate the negative health PR:PROJECT_SUMMARY consequences of insufficient sleep. PR:INSTITUTE University of Colorado Boulder PR:DEPARTMENT Integrative Physiology PR:LABORATORY Sleep and Chronobiology Laboratory, University of Colorado Boulder PR:LAST_NAME Depner PR:FIRST_NAME Christopher PR:ADDRESS 354 UCB PR:EMAIL christopher.depner@colorado.edu PR:PHONE 5098799151 PR:FUNDING_SOURCE NIH; Sleep Research Society Foundation #STUDY ST:STUDY_TITLE Developing preliminary blood metabolomics-based biomarkers of insufficient sleep ST:STUDY_TITLE in humans ST:STUDY_SUMMARY Study Objective: Identify small molecule biomarkers of insufficient sleep using ST:STUDY_SUMMARY untargeted plasma metabolomics in humans undergoing experimental insufficient ST:STUDY_SUMMARY sleep. Methods: We conducted a cross-over laboratory study where 16 normal ST:STUDY_SUMMARY weight participants (8 men; age 22 ± 5 years; body mass index < 25 kg/m2) ST:STUDY_SUMMARY completed three baseline days (BL; 9h sleep opportunity per night) followed by ST:STUDY_SUMMARY five day insufficient (5H; 5h sleep opportunity per night) and adequate (9H; 9h ST:STUDY_SUMMARY sleep opportunity per night) sleep conditions. Energy balanced diets were ST:STUDY_SUMMARY provided during baseline, with ad libitum energy intake provided during the ST:STUDY_SUMMARY insufficient and adequate sleep conditions. Untargeted plasma metabolomics ST:STUDY_SUMMARY analyses were performed using blood samples collected every 4h across the final ST:STUDY_SUMMARY 24h of each condition. Biomarker models were developed using logistic regression ST:STUDY_SUMMARY and linear support vector machine algorithms. Results: The top performing ST:STUDY_SUMMARY biomarker model was developed by linear support vector machine modeling, ST:STUDY_SUMMARY consisted of 65 compounds, and discriminated insufficient versus adequate sleep ST:STUDY_SUMMARY with 74% overall accuracy and a Matthew’s Correlation Coefficient of 0.39. The ST:STUDY_SUMMARY compounds in the top performing biomarker model were associated with ATP Binding ST:STUDY_SUMMARY Cassette Transporters in Lipid Homeostasis, Phospholipid Metabolic Process, ST:STUDY_SUMMARY Plasma Lipoprotein Remodeling, and sphingolipid metabolism. Conclusion: We ST:STUDY_SUMMARY identified potential metabolomics-based biomarkers of insufficient sleep in ST:STUDY_SUMMARY humans. Further development and validation of omics-based biomarkers of ST:STUDY_SUMMARY insufficient sleep will advance our understanding of the negative consequences ST:STUDY_SUMMARY of insufficient sleep, improve diagnosis of poor sleep health, and identify ST:STUDY_SUMMARY targets for countermeasures designed to mitigate the negative health ST:STUDY_SUMMARY consequences of insufficient sleep. ST:INSTITUTE University of Colorado Boulder ST:LAST_NAME Depner ST:FIRST_NAME Christopher ST:ADDRESS 354 UCB, Clare Small Room 114 ST:EMAIL christopher.depner@colorado.edu ST:PHONE 5098799151 #SUBJECT SU:SUBJECT_TYPE Human SU:SUBJECT_SPECIES Homo sapiens SU:TAXONOMY_ID 9606 SU:GENDER Male and female #FACTORS #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 Subject_1 1_5H_0 Gender:M | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_01_5H_T0A.d Lipid_Pos_B6_01_5H_T0.d SUBJECT_SAMPLE_FACTORS Subject_1 1_5H_4 Gender:M | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B3_01_5H_T4_RRB4.d Lipid_Pos_B4_01_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_1 1_9H_12 Gender:M | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_01_9H_T12.d Lipid_Pos_B2_01_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_1 1_9H_16 Gender:M | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_01_9H_T16.d Lipid_Pos_B6_01_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_1 1_9H_20 Gender:M | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_01_9H_T20.d Lipid_Pos_B3_01_9H_T20.d SUBJECT_SAMPLE_FACTORS Subject_1 1_9H_4 Gender:M | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_01_9H_T4.d Lipid_Pos_B1_01_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_1 1_9H_8 Gender:M | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_01_9H_T8.d Lipid_Pos_B5_01_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_0 Gender:M | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_01_BL_T0.d Lipid_Pos_B1_01_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_12 Gender:M | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_01_BL_T12.d Lipid_Pos_B3_01_BL_T12_B.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_16 Gender:M | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_01_BL_T16.d Lipid_Pos_B4_01_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_20 Gender:M | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_01_BL_T20.d Lipid_Pos_B2_01_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_01_BL_T4.d Lipid_Pos_B5_01_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_1 1_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_01_BL_T8.d Lipid_Pos_B6_01_BL_T8_B.d SUBJECT_SAMPLE_FACTORS Subject_11 11_5H_12 Gender:M | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_11_5H_T12.d Lipid_Pos_B2_11_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_11 11_5H_16 Gender:M | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_11_5H_T16.d Lipid_Pos_B7_11_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_11 11_5H_20 Gender:M | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_11_5H_T20.d Lipid_Pos_B4_11_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_11 11_5H_4 Gender:M | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_11_5H_T4.d Lipid_Pos_B4_11_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_11 11_5H_8 Gender:M | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_11_5H_T8.d Lipid_Pos_B4_11_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_11 11_9H_0 Gender:M | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_11_9H_T0.d Lipid_Pos_B6_11_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_11 11_9H_12 Gender:M | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_11_9H_T12.d Lipid_Pos_B3_11_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_11 11_9H_16 Gender:M | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_11_9H_T16.d Lipid_Pos_B1_11_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_11 11_9H_4 Gender:M | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_11_9H_T4.d Lipid_Pos_B5_11_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_11 11_9H_8 Gender:M | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_11_9H_T8.d Lipid_Pos_B1_11_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_0 Gender:M | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_11_BL_T0.d Lipid_Pos_B4_11_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_12 Gender:M | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_11_BL_T12.d Lipid_Pos_B6_11_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_16 Gender:M | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_11_BL_T16A.d Lipid_Pos_B5_11_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_20 Gender:M | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_11_BL_T20.d Lipid_Pos_B3_11_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_11_BL_T4.d Lipid_Pos_B1_11_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_11 11_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_11_BL_T8.d Lipid_Pos_B1_11_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_14 14_5H_0 Gender:M | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_14_5H_T0.d Lipid_Pos_B1_14_5H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_14 14_5H_16 Gender:M | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_14_5H_T16.d Lipid_Pos_B4_14_5H_T16_Rerun.d SUBJECT_SAMPLE_FACTORS Subject_14 14_5H_20 Gender:M | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_14_5H_T20.d Lipid_Pos_B7_14_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_14 14_5H_4 Gender:M | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_14_5H_T4_RS.d Lipid_Pos_B5_14_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_14 14_5H_8 Gender:M | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_14_5H_T8.d Lipid_Pos_B1_14_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_0 Gender:M | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B8_14_9H_T0A.d Lipid_Pos_B5_14_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_12 Gender:M | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_14_9H_T12.d Lipid_Pos_B3_14_9H_T12_B.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_16 Gender:M | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_14_9H_T16.d Lipid_Pos_B5_14_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_20 Gender:M | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_14_9H_T20B.d Lipid_Pos_B6_14_9H_T20_B.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_4 Gender:M | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_14_9H_T4.d Lipid_Pos_B3_14_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_14 14_9H_8 Gender:M | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_14_9H_T8.d Lipid_Pos_B2_14_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_0 Gender:M | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_14_BL_T0.d Lipid_Pos_B2_14_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_12 Gender:M | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_14_BL_T12.d Lipid_Pos_B4_14_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_16 Gender:M | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_14_BL_T16.d Lipid_Pos_B6_14_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_20 Gender:M | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_14_BL_T20A.d Lipid_Pos_B6_14_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_14_BL_T4.d Lipid_Pos_B4_14_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_14 14_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_14_BL_T8.d Lipid_Pos_B7_14_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_16 16_5H_0 Gender:M | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_16_5H_T0.d Lipid_Pos_B4_16_5H_T0.d SUBJECT_SAMPLE_FACTORS Subject_16 16_5H_12 Gender:M | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_16_5H_T12.d Lipid_Pos_B5_16_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_16 16_5H_16 Gender:M | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_16_5H_T16.d Lipid_Pos_B4_16_5H_T16_B.d SUBJECT_SAMPLE_FACTORS Subject_16 16_5H_20 Gender:M | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_16_5H_T20.d Lipid_Pos_B5_16_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_16 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Lipid_Pos_B5_16_BL_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_16 16_BL_12 Gender:M | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_16_BL_T12.d Lipid_Pos_B4_16_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_16 16_BL_16 Gender:M | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_16_BL_T16.d Lipid_Pos_B6_16_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_16 16_BL_20 Gender:M | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_16_BL_T20.d Lipid_Pos_B1_16_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_16 16_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_16_BL_T4.d Lipid_Pos_B4_16_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_16 16_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_16_BL_T8.d Lipid_Pos_B6_16_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_0 Gender:M | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_02_5H_T0.d Lipid_Pos_B2_02_5H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_12 Gender:M | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_02_5H_T12.d Lipid_Pos_B2_02_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_16 Gender:M | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_02_5H_T16A.d Lipid_Pos_B1_02_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_20 Gender:M | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B3_02_5H_T20.d Lipid_Pos_B4_02_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_4 Gender:M | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_02_5H_T4.d Lipid_Pos_B5_02_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_2 2_5H_8 Gender:M | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_02_5H_T8.d Lipid_Pos_B5_02_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_2 2_9H_0 Gender:M | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_02_9H_T0_RR.d Lipid_Pos_B2_02_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_2 2_9H_12 Gender:M | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B5_02_9H_T12_RR.d Lipid_Pos_B5_02_9H_T12_B.d SUBJECT_SAMPLE_FACTORS Subject_2 2_9H_4 Gender:M | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_02_9H_T4.d Lipid_Pos_B6_02_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_2 2_9H_8 Gender:M | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B8_02_9H_T8.d Lipid_Pos_B1_02_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_0 Gender:M | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_04_5H_T0A.d Lipid_Pos_B7_04_5H_T0.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_12 Gender:M | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_04_5H_T12.d Lipid_Pos_B4_04_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_16 Gender:M | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_04_5H_T16.d Lipid_Pos_B3_04_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_20 Gender:M | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_04_5H_T20.d Lipid_Pos_B4_04_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_4 Gender:M | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_04_5H_T4.d Lipid_Pos_B2_04_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_4 4_5H_8 Gender:M | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_04_5H_T8.d Lipid_Pos_B2_04_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_0 Gender:M | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_04_9H_T0.d Lipid_Pos_B6_04_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_12 Gender:M | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_04_9H_T12.d Lipid_Pos_B6_04_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_16 Gender:M | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_04_9H_T16.d Lipid_Pos_B1_04_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_20 Gender:M | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_04_9H_T20.d Lipid_Pos_B4_04_9H_T20_B.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_4 Gender:M | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_04_9H_T4.d Lipid_Pos_B5_04_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_4 4_9H_8 Gender:M | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_04_9H_T8.d Lipid_Pos_B3_04_9H_T8_B.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_0 Gender:M | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_04_BL_T0B.d Lipid_Pos_B3_04_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_12 Gender:M | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B7_04_BL_T12.d Lipid_Pos_B7_04_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_16 Gender:M | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_04_BL_T16.d Lipid_Pos_B6_04_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_20 Gender:M | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_04_BL_T20.d Lipid_Pos_B7_04_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_04_BL_T4.d Lipid_Pos_B3_04_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_4 4_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_04_BL_T8.d Lipid_Pos_B4_04_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_8 8_9H_0 Gender:M | Time:zero | Sleep Window (Hours):9H 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RAW_FILE_NAME=Aqueous_B8_09_BL_T20A.d Lipid_Pos_B2_09_BL_T20_B.d SUBJECT_SAMPLE_FACTORS Subject_9 9_BL_4 Gender:M | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_09_BL_T4.d Lipid_Pos_B2_09_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_9 9_BL_8 Gender:M | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_09_BL_T8A.d Lipid_Pos_B4_09_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_10 10_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_10_5H_T12.d Lipid_Pos_B5_10_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_10 10_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_10_5H_T16.d Lipid_Pos_B7_10_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_10 10_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_10_5H_T4.d Lipid_Pos_B2_10_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_10 10_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_10_5H_T8.d Lipid_Pos_B2_10_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_10 10_9H_12 Gender:F | 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Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_12_9H_T4.d Lipid_Pos_B2_12_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_12 12_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_12_9H_T8.d Lipid_Pos_B2_12_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_0 Gender:F | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_12_BL_T0.d Lipid_Pos_B3_12_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_12 Gender:F | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_12_BL_T12.d Lipid_Pos_B7_12_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_16 Gender:F | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_12_BL_T16.d Lipid_Pos_B2_12_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_20 Gender:F | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_12_BL_T20.d Lipid_Pos_B7_12_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_4 Gender:F | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_12_BL_T4.d Lipid_Pos_B5_12_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_12 12_BL_8 Gender:F | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_12_BL_T8.d Lipid_Pos_B2_12_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_13 13_9H_0 Gender:F | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_13_9H_T0.d Lipid_Pos_B7_13_9H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_13 13_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_13_9H_T12A.d Lipid_Pos_B1_13_9H_T12_B.d SUBJECT_SAMPLE_FACTORS Subject_13 13_9H_20 Gender:F | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_13_9H_T20.d Lipid_Pos_B2_13_9H_T20.d SUBJECT_SAMPLE_FACTORS Subject_13 13_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_13_9H_T4.d Lipid_Pos_B6_13_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_13 13_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_13_9H_T8.d Lipid_Pos_B7_13_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_13 13_BL_0 Gender:F | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_13_BL_T0.d Lipid_Pos_B5_13_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_13 13_BL_12 Gender:F | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_13_BL_T12.d Lipid_Pos_B7_13_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_13 13_BL_4 Gender:F | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_13_BL_T4B.d Lipid_Pos_B1_13_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_0 Gender:F | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_15_5H_T0.d Lipid_Pos_B3_15_5H_T0.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_15_5H_T12.d Lipid_Pos_B6_15_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_15_5H_T16.d Lipid_Pos_B5_15_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_20 Gender:F | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_15_5H_T20.d Lipid_Pos_B1_15_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B3_15_5H_T4A.d Lipid_Pos_B1_15_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_15 15_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_15_5H_T8.d Lipid_Pos_B3_15_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_0 Gender:F | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_15_9H_T0.d Lipid_Pos_B4_15_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_15_9H_T12.d Lipid_Pos_B6_15_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_16 Gender:F | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_15_9H_T16.d Lipid_Pos_B6_15_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_20 Gender:F | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_15_9H_T20.d Lipid_Pos_B7_15_9H_T20.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_15_9H_T4.d Lipid_Pos_B1_15_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_15 15_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_15_9H_T8.d Lipid_Pos_B1_15_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_0 Gender:F | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B7_15_BL_T0.d Lipid_Pos_B6_15_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_12 Gender:F | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B7_15_BL_T12.d Lipid_Pos_B2_15_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_16 Gender:F | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_15_BL_T16.d Lipid_Pos_B6_15_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_20 Gender:F | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_15_BL_T20.d Lipid_Pos_B7_15_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_4 Gender:F | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_15_BL_T4.d Lipid_Pos_B4_15_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_15 15_BL_8 Gender:F | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_15_BL_T8B.d Lipid_Pos_B2_15_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_0 Gender:F | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B3_17_5H_T0.d Lipid_Pos_B5_17_5H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_17_5H_T12.d Lipid_Pos_B6_17_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_17_5H_T16.d Lipid_Pos_B5_17_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_20 Gender:F | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_17_5H_T20.d Lipid_Pos_B3_17_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_17_5H_T4.d Lipid_Pos_B2_17_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_17 17_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_17_5H_T8.d Lipid_Pos_B2_17_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_0 Gender:F | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B5_17_9H_T0.d Lipid_Pos_B6_17_9H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_17_9H_T12.d Lipid_Pos_B4_17_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_16 Gender:F | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_17_9H_T16.d Lipid_Pos_B4_17_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_20 Gender:F | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_17_9H_T20.d Lipid_Pos_B6_17_9H_T20_B.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_17_9H_T4.d Lipid_Pos_B3_17_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_17 17_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_17_9H_T8.d Lipid_Pos_B1_17_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_17 17_BL_12 Gender:F | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_17_BL_T12.d Lipid_Pos_B3_17_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_17 17_BL_16 Gender:F | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B4_17_BL_T16A.d Lipid_Pos_B1_17_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_17 17_BL_20 Gender:F | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_17_BL_T20.d Lipid_Pos_B1_17_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_17 17_BL_4 Gender:F | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B2_17_BL_T4.d Lipid_Pos_B6_17_BL_T4.d SUBJECT_SAMPLE_FACTORS Subject_17 17_BL_8 Gender:F | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_17_BL_T8.d Lipid_Pos_B4_17_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_0 Gender:F | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_03_5H_T0.d Lipid_Pos_B4_03_5H_T0_B.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_03_5H_T12B.d Lipid_Pos_B2_03_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_03_5H_T16.d Lipid_Pos_B1_03_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_20 Gender:F | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_03_5H_T20.d Lipid_Pos_B4_03_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B2_03_5H_T4A.d Lipid_Pos_B6_03_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_3 3_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B9_03_5H_T8.d Lipid_Pos_B5_03_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_3 3_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_03_9H_T12.d Lipid_Pos_B3_03_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_3 3_9H_16 Gender:F | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_03_9H_T16.d Lipid_Pos_B1_03_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_3 3_9H_20 Gender:F | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B2_03_9H_T20.d Lipid_Pos_B3_03_9H_T20.d SUBJECT_SAMPLE_FACTORS Subject_3 3_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B6_03_9H_T4.d Lipid_Pos_B4_03_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_3 3_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_03_9H_T8.d Lipid_Pos_B1_03_9H_T8.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_0 Gender:F | Time:zero | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B6_03_BL_T0.d Lipid_Pos_B6_03_BL_T0.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_12 Gender:F | Time:12 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B5_03_BL_T12.d Lipid_Pos_B2_03_BL_T12.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_16 Gender:F | Time:16 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_03_BL_T16B.d Lipid_Pos_B1_03_BL_T16.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_20 Gender:F | Time:20 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B9_03_BL_T20.d Lipid_Pos_B3_03_BL_T20.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_4 Gender:F | Time:4 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B8_03_BL_T4.d Lipid_Pos_B7_03_BL_T4_B.d SUBJECT_SAMPLE_FACTORS Subject_3 3_BL_8 Gender:F | Time:8 | Sleep Window (Hours):BL RAW_FILE_NAME=Aqueous_B3_03_BL_T8.d Lipid_Pos_B1_03_BL_T8.d SUBJECT_SAMPLE_FACTORS Subject_510 510_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B3_0510_5H_T12.d Lipid_Pos_B5_0510_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_510 510_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_0510_5H_T16.d Lipid_Pos_B1_0510_5H_T16.d SUBJECT_SAMPLE_FACTORS Subject_510 510_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B8_0510_5H_T4.d Lipid_Pos_B4_0510_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_510 510_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_0510_5H_T8.d Lipid_Pos_B2_0510_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_510 510_9H_0 Gender:F | Time:zero | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B8_0510_9H_T0.d Lipid_Pos_B5_0510_9H_T0.d SUBJECT_SAMPLE_FACTORS Subject_510 510_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_0510_9H_T12.d Lipid_Pos_B7_0510_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_510 510_9H_16 Gender:F | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B8_0510_9H_T16.d Lipid_Pos_B5_0510_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_510 510_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B3_0510_9H_T4.d Lipid_Pos_B5_0510_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_510 510_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B9_0510_9H_T8.d Lipid_Pos_B7_0510_9H_T8_B.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_0 Gender:F | Time:zero | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B5_07_5H_T0.d Lipid_Pos_B5_07_5H_T0.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_12 Gender:F | Time:12 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B7_07_5H_T12.d Lipid_Pos_B4_07_5H_T12.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_16 Gender:F | Time:16 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_07_5H_T16.d Lipid_Pos_B5_07_5H_T16_B.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_20 Gender:F | Time:20 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B6_07_5H_T20.d Lipid_Pos_B7_07_5H_T20.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_4 Gender:F | Time:4 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_07_5H_T4.d Lipid_Pos_B6_07_5H_T4.d SUBJECT_SAMPLE_FACTORS Subject_7 7_5H_8 Gender:F | Time:8 | Sleep Window (Hours):5H RAW_FILE_NAME=Aqueous_B4_07_5H_T8.d Lipid_Pos_B4_07_5H_T8.d SUBJECT_SAMPLE_FACTORS Subject_7 7_9H_12 Gender:F | Time:12 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B8_07_9H_T12.d Lipid_Pos_B6_07_9H_T12.d SUBJECT_SAMPLE_FACTORS Subject_7 7_9H_16 Gender:F | Time:16 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_07_9H_T16.d Lipid_Pos_B1_07_9H_T16.d SUBJECT_SAMPLE_FACTORS Subject_7 7_9H_20 Gender:F | Time:20 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B5_07_9H_T20.d Lipid_Pos_B5_07_9H_T20.d SUBJECT_SAMPLE_FACTORS Subject_7 7_9H_4 Gender:F | Time:4 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B7_07_9H_T4.d Lipid_Pos_B3_07_9H_T4.d SUBJECT_SAMPLE_FACTORS Subject_7 7_9H_8 Gender:F | Time:8 | Sleep Window (Hours):9H RAW_FILE_NAME=Aqueous_B4_07_9H_T8.d Lipid_Pos_B2_07_9H_T8.d #COLLECTION CO:COLLECTION_SUMMARY These blood (plasma) samples were collected through an IV catheter in human CO:COLLECTION_SUMMARY participants in a Clinical Translational Study investigating the metabolic CO:COLLECTION_SUMMARY consequences of insufficient sleep. CO:SAMPLE_TYPE Blood (plasma) #TREATMENT TR:TREATMENT_SUMMARY This was a cross-over design with baseline (BL; 9h per night sleep with TR:TREATMENT_SUMMARY controlled energy intake), control (9H; 9h per night sleep with ad libitum TR:TREATMENT_SUMMARY energy intake), and insufficient sleep (5H; 5h per night sleep with ad libitum TR:TREATMENT_SUMMARY energy intake) conditions. Baseline lasted 3 days and control and insufficient TR:TREATMENT_SUMMARY sleep conditions lasted 5 days. #SAMPLEPREP SP:SAMPLEPREP_SUMMARY For sample preparation, plasma samples were thawed at room temperature and SP:SAMPLEPREP_SUMMARY briefly vortexed. 100 uL of each sample was transferred to a 1.5 mL SP:SAMPLEPREP_SUMMARY microcentrifuge tube and kept at 0°C. 10 uL of hydrophobic and hydrophilic SP:SAMPLEPREP_SUMMARY standards and spikes at room temperature were added to each sample, and then SP:SAMPLEPREP_SUMMARY each sample vortexed for 10s. 400 uL of ice-cold methanol was added to SP:SAMPLEPREP_SUMMARY precipitate proteins. Tubes were then vortexed for 10s and then centrifuged for SP:SAMPLEPREP_SUMMARY 15 min at 0°C at 18,000 x g. The supernatant was transferred to a clean glass SP:SAMPLEPREP_SUMMARY culture tube using a plastic pipette. Samples were dried in glass culture tubes SP:SAMPLEPREP_SUMMARY placed under N2 at 35°C for approximately 1h. Using a glass pipette, 3 mL of SP:SAMPLEPREP_SUMMARY methyl tert-butyl ether (MTBE) was added to the dried methanol residue in each SP:SAMPLEPREP_SUMMARY glass culture tube. Tubes were vortexed for 30s. 750 uL of water was added and SP:SAMPLEPREP_SUMMARY tubes were vortexed for 10s. Tubes were centrifuged for 10 min at room SP:SAMPLEPREP_SUMMARY temperature at ~200 x g. 2.5 mL of the resulting MTBE layer (hydrophobic SP:SAMPLEPREP_SUMMARY fraction) was transferred to a new glass culture tube; the remaining layer was SP:SAMPLEPREP_SUMMARY the hydrophilic fraction. 3.0 mL of MTBE was added to the remaining hydrophilic SP:SAMPLEPREP_SUMMARY fraction and tubes were vortexed for 10s. These tubes were again centrifuged for SP:SAMPLEPREP_SUMMARY 10 min at room temperature at ~200 x g. 3.0 mL of MTBE was aspirated and SP:SAMPLEPREP_SUMMARY combined with the first MTBE layer. The MTBE fractions were dried under N2 at SP:SAMPLEPREP_SUMMARY 35°C and immediately re-suspended in 200 uL of methanol. Each tube was vortexed SP:SAMPLEPREP_SUMMARY for 5s, transferred to a glass auto-sampler vial with a glass insert using a SP:SAMPLEPREP_SUMMARY Pasteur pipette. Samples were stored at -80°C. The hydrophilic fractions were SP:SAMPLEPREP_SUMMARY dried under N2 at 35°C. 100 uL of water and 400 uL of ice-cold methanol were SP:SAMPLEPREP_SUMMARY added to the dried hydrophilic fraction. Tubes were vortexed for 10s and SP:SAMPLEPREP_SUMMARY centrifuged immediately at ~200 x g for 1 min. Supernatants from each tube were SP:SAMPLEPREP_SUMMARY transferred to a 1.5 mL microcentrifuge tube using a Pasteur pipette. These SP:SAMPLEPREP_SUMMARY tubes were then stored at -80°C for 25 min then centrifuged for 15 min at 0°C SP:SAMPLEPREP_SUMMARY and 18,000 x g. The supernatant was transferred to a new 1.5 mL microcentrifuge SP:SAMPLEPREP_SUMMARY tube using a plastic pipette. These tubes were dried in a vacuum centrifugal SP:SAMPLEPREP_SUMMARY concentrator at 45°C and re-suspended in 100 uL of 95:5 water: acetonitrile. SP:SAMPLEPREP_SUMMARY Each tube was vortexed for 30s and transferred to a glass auto-sampler vial with SP:SAMPLEPREP_SUMMARY a glass insert using a plastic pipette tip. Samples were stored at -80°C. #CHROMATOGRAPHY CH:CHROMATOGRAPHY_TYPE Reversed phase CH:INSTRUMENT_NAME Agilent 1290 CH:COLUMN_NAME Agilent Zorbax RRHD SB-C18 (100 x 2.1mm, 1.8um) #ANALYSIS AN:ANALYSIS_TYPE MS #MS MS:INSTRUMENT_NAME Agilent 6220 TOF MS:INSTRUMENT_TYPE QTOF MS:MS_TYPE ESI MS:ION_MODE POSITIVE MS:MS_COMMENTS The hydrophobic fraction MS conditions were as follows: Agilent 6220 MS:MS_COMMENTS Time-of-Flight (TOF)-MS with dual ESI source, scan rate 2.02 spectra/s, mass MS:MS_COMMENTS range 60–1600 m/z, gas temperature 300°C, gas flow 12.0 L/min, nebulizer 30 MS:MS_COMMENTS psi, skimmer 60V, capillary voltage 4000V, fragmentor 120V, reference masses MS:MS_COMMENTS 121.050873 and 922.009798 (Agilent reference mix). MS:MS_RESULTS_FILE ST001440_AN002405_Results.txt UNITS:raw counts Has m/z:Yes Has RT:Yes RT units:Minutes #END