#METABOLOMICS WORKBENCH Codreags00_20230615_084710 DATATRACK_ID:4092 STUDY_ID:ST002737 ANALYSIS_ID:AN004439 PROJECT_ID:PR001702
VERSION             	1
CREATED_ON             	June 16, 2023, 8:24 am
#PROJECT
PR:PROJECT_TITLE                 	2’-fucosyllactose modulates gut microbial metabolism for the prevention of
PR:PROJECT_TITLE                 	colitis
PR:PROJECT_TYPE                  	Untargeted Metabolomics analysis
PR:PROJECT_SUMMARY               	Human milk-derived 2’-fucosyllactose (2’-FL) consumption is associated with
PR:PROJECT_SUMMARY               	health benefits in infancy that extend into adulthood. However, the exact
PR:PROJECT_SUMMARY               	biological functions of 2’-FL and corresponding mechanisms of action remain
PR:PROJECT_SUMMARY               	largely unknown. Here, we investigated the impact of 2’-FL on gut microbial
PR:PROJECT_SUMMARY               	metabolism for the prevention of colitis in adulthood. The gut microbiota from
PR:PROJECT_SUMMARY               	adult mice treated with 2’-FL showed an increase in abundance of several
PR:PROJECT_SUMMARY               	health-associated genera, including Bifidobacterium, and exhibited preventive
PR:PROJECT_SUMMARY               	effects on colitis. Microbial metabolic analysis demonstrated that 26 pathways
PR:PROJECT_SUMMARY               	that are significantly different between non-inflammatory bowel disease
PR:PROJECT_SUMMARY               	individuals and patients with ulcerative colitis (UC) are significantly
PR:PROJECT_SUMMARY               	regulated by 2’-FL in mice, indicating that 2’-FL has the potential to
PR:PROJECT_SUMMARY               	directly regulate dysregulated microbial metabolism in UC. Exploratory
PR:PROJECT_SUMMARY               	metabolomics of Bifidobacterium infantis identified novel secreted metabolites
PR:PROJECT_SUMMARY               	significantly enriched by 2’-FL consumption, including pantothenol.
PR:PROJECT_SUMMARY               	Remarkably, pantothenate significantly protects mucosal barrier and mitigates
PR:PROJECT_SUMMARY               	colitis in adult mice. Thus 2’-FL-modulated gut microbial metabolism may
PR:PROJECT_SUMMARY               	contribute to the prevention of intestinal inflammation in adulthood.
PR:INSTITUTE                     	Vanderbilt University
PR:DEPARTMENT                    	Chemistry
PR:LABORATORY                    	Center for Innovative Technology
PR:LAST_NAME                     	CODREANU
PR:FIRST_NAME                    	SIMONA
PR:ADDRESS                       	1234 STEVENSON CENTER LANE
PR:EMAIL                         	SIMONA.CODREANU@VANDERBILT.EDU
PR:PHONE                         	6158758422
#STUDY
ST:STUDY_TITLE                   	2’-fucosyllactose prevents colitis
ST:STUDY_TYPE                    	untargeted metabolomics analysis
ST:STUDY_SUMMARY                 	Human milk-derived 2’-fucosyllactose (2’-FL) consumption is associated with
ST:STUDY_SUMMARY                 	health benefits in infancy that extend into adulthood. However, the exact
ST:STUDY_SUMMARY                 	biological functions of 2’-FL and corresponding mechanisms of action remain
ST:STUDY_SUMMARY                 	largely unknown. Here, we investigated the impact of 2’-FL on gut microbial
ST:STUDY_SUMMARY                 	metabolism for the prevention of colitis in adulthood. The gut microbiota from
ST:STUDY_SUMMARY                 	adult mice treated with 2’-FL showed an increase in abundance of several
ST:STUDY_SUMMARY                 	health-associated genera, including Bifidobacterium, and exhibited preventive
ST:STUDY_SUMMARY                 	effects on colitis. Microbial metabolic analysis demonstrated that 26 pathways
ST:STUDY_SUMMARY                 	that are significantly different between non-inflammatory bowel disease
ST:STUDY_SUMMARY                 	individuals and patients with ulcerative colitis (UC) are significantly
ST:STUDY_SUMMARY                 	regulated by 2’-FL in mice, indicating that 2’-FL has the potential to
ST:STUDY_SUMMARY                 	directly regulate dysregulated microbial metabolism in UC. Exploratory
ST:STUDY_SUMMARY                 	metabolomics of Bifidobacterium infantis identified novel secreted metabolites
ST:STUDY_SUMMARY                 	significantly enriched by 2’-FL consumption, including pantothenol.
ST:STUDY_SUMMARY                 	Remarkably, pantothenate significantly protects mucosal barrier and mitigates
ST:STUDY_SUMMARY                 	colitis in adult mice. Thus 2’-FL-modulated gut microbial metabolism may
ST:STUDY_SUMMARY                 	contribute to the prevention of intestinal inflammation in adulthood.
ST:INSTITUTE                     	Vanderbilt University
ST:DEPARTMENT                    	Chemistry
ST:LABORATORY                    	Center for Innovative Technology
ST:LAST_NAME                     	CODREANU
ST:FIRST_NAME                    	SIMONA
ST:ADDRESS                       	1234 STEVENSON CENTER LANE
ST:EMAIL                         	SIMONA.CODREANU@VANDERBILT.EDU
ST:PHONE                         	6158758422
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	10
#SUBJECT
SU:SUBJECT_TYPE                  	Bacteria
SU:SUBJECT_SPECIES               	Bifidobacterium longum subspecies infantis (B. infantis)
SU:GENOTYPE_STRAIN               	ATCC 15702 and ATCC 15697
SU:CELL_BIOSOURCE_OR_SUPPLIER    	ATCC
#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           	Control-1	C_1	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_C01
SUBJECT_SAMPLE_FACTORS           	Control-2	C_2	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_C02
SUBJECT_SAMPLE_FACTORS           	Control-3	C_3	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_C03
SUBJECT_SAMPLE_FACTORS           	Control-4	C_4	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_C04
SUBJECT_SAMPLE_FACTORS           	Control-5	C_5	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_C05
SUBJECT_SAMPLE_FACTORS           	2FL-1	F_1	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_F01
SUBJECT_SAMPLE_FACTORS           	2FL-2	F_2	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_F02
SUBJECT_SAMPLE_FACTORS           	2FL-3	F_3	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_F03
SUBJECT_SAMPLE_FACTORS           	2FL-4	F_4	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_F04
SUBJECT_SAMPLE_FACTORS           	2FL-5	F_5	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_F05
SUBJECT_SAMPLE_FACTORS           	Media only	MC_01	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MC01
SUBJECT_SAMPLE_FACTORS           	Media only	MC_02	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MC02
SUBJECT_SAMPLE_FACTORS           	Media only	MC_03	treatment:0	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MC03
SUBJECT_SAMPLE_FACTORS           	Media_2FL	MF_01	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MF01
SUBJECT_SAMPLE_FACTORS           	Media_2FL	MF_02	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MF02
SUBJECT_SAMPLE_FACTORS           	Media_2FL	MF_03	treatment:2'FL	RAW_FILE_NAME=SC_20211207_RPLCp_FMS_Yan_MF03
#COLLECTION
CO:COLLECTION_SUMMARY            	B. infantis 15702 were inoculated in RCM at 37C with or without
CO:COLLECTION_SUMMARY            	supplementation with 10 mg/mL of 2’-FL (1.0% w/v) until OD600≈1. Bacteria
CO:COLLECTION_SUMMARY            	were pelleted and supernatants were filtered (0.2 micron) and stored at -80ºC
CO:COLLECTION_SUMMARY            	for untargeted metabolomics. Cultured RCM medium and 10 mg/mL 2’-FL
CO:COLLECTION_SUMMARY            	supplemented RCM medium without bacteria inoculation served as controls.
CO:COLLECTION_SUMMARY            	Experiments were repeated 2-3 times for collecting five biological replicates
CO:COLLECTION_SUMMARY            	from each group.
CO:SAMPLE_TYPE                   	Bacterial cells
CO:STORAGE_CONDITIONS            	-80℃
#TREATMENT
TR:TREATMENT_SUMMARY             	B. infantis 15702 were inoculated in RCM at 37C with or without
TR:TREATMENT_SUMMARY             	supplementation with 10 mg/mL of 2’-FL (1.0% w/v) until OD600≈1. Bacteria
TR:TREATMENT_SUMMARY             	were pelleted and supernatants were filtered (0.2 micron) and stored at -80ºC
TR:TREATMENT_SUMMARY             	for untargeted metabolomics. Cultured RCM medium and 10 mg/mL 2’-FL
TR:TREATMENT_SUMMARY             	supplemented RCM medium without bacteria inoculation served as controls.
TR:TREATMENT_SUMMARY             	Experiments were repeated 2-3 times for collecting five biological replicates
TR:TREATMENT_SUMMARY             	from each group.
TR:TREATMENT                     	2’-fucosyllactose
TR:TREATMENT_DOSE                	10mg/mL
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Bifidobacteria infantis were cultured in Reinforced Clostridial Medium (RCM)
SP:SAMPLEPREP_SUMMARY            	with or without 2’-fucosyllactose (2’-FL), a human milk oligosaccharide.
SP:SAMPLEPREP_SUMMARY            	Bacteria were pelleted by centrifugation and supernatants were then collected,
SP:SAMPLEPREP_SUMMARY            	snap frozen, and stored at -80°C until analyzed via Liquid Chromatography-High
SP:SAMPLEPREP_SUMMARY            	Resolution Mass Spectrometry (LC-HRMS and LC-HRMS/MS)-based metabolomics in the
SP:SAMPLEPREP_SUMMARY            	Vanderbilt Center for Innovative Technology using previously described methods.
SP:SAMPLEPREP_SUMMARY            	Briefly, equal volumes (200µL) of previously frozen culture medium were
SP:SAMPLEPREP_SUMMARY            	prepared. Isotopically labeled standards, biotin-D2 and phenylalanine-D8, were
SP:SAMPLEPREP_SUMMARY            	added to individual samples to assess the sample preparation steps. Samples were
SP:SAMPLEPREP_SUMMARY            	subjected to protein precipitation by addition of 800µL of ice-cold methanol,
SP:SAMPLEPREP_SUMMARY            	then incubated at -80C overnight. Following protein precipitation, samples
SP:SAMPLEPREP_SUMMARY            	were centrifuged at 10,000 rpm for 10 min to remove insoluble material.
SP:SAMPLEPREP_SUMMARY            	Supernatant(s) were transferred and dried in vacuo, and stored at -80C prior
SP:SAMPLEPREP_SUMMARY            	to MS characterization.
SP:PROCESSING_STORAGE_CONDITIONS 	-80℃
SP:EXTRACTION_METHOD             	Following lysis and standard addition, protein precipitation was performed by
SP:EXTRACTION_METHOD             	adding 800µL of ice-cold methanol (4x by volume). Samples were incubated at
SP:EXTRACTION_METHOD             	-80°C overnight. Following incubation, samples were centrifuged at 10,000 rpm
SP:EXTRACTION_METHOD             	for 10 min to eliminate proteins. The supernatants containing metabolites were
SP:EXTRACTION_METHOD             	dried via speed-vacuum.
SP:EXTRACT_STORAGE               	-80℃
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	For the RPLC analysis metabolite extracts (5μL injection volume) were separated
CH:CHROMATOGRAPHY_SUMMARY        	on a Hypersil Gold, 1.9 µm, 2.1mm x 100 mm column (Thermo Fisher) held at
CH:CHROMATOGRAPHY_SUMMARY        	40°C. Liquid chromatography was performed at a 250μL min-1 using solvent A
CH:CHROMATOGRAPHY_SUMMARY        	(0.1% formic acid (FA) in water) and solvent B (0.1% FA in acetonitrile:water
CH:CHROMATOGRAPHY_SUMMARY        	80:20) over a 30 min gradient. Mass spectrometry analyses were performed in
CH:CHROMATOGRAPHY_SUMMARY        	positive ion mode with the parameters as previously published except for the
CH:CHROMATOGRAPHY_SUMMARY        	following changes. First, tandem mass spectra were acquired using a data
CH:CHROMATOGRAPHY_SUMMARY        	dependent scanning mode in which one full MS scan (m/z 70-1050) was followed by
CH:CHROMATOGRAPHY_SUMMARY        	2 or 10 MS/MS scans. MS/MS scans are acquired in profile mode using an isolation
CH:CHROMATOGRAPHY_SUMMARY        	width of 1.3 m/z, stepped collision energy (NCE 20, 40), and a dynamic exclusion
CH:CHROMATOGRAPHY_SUMMARY        	of 6 s.
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Vanquish UHPLC binary system
CH:COLUMN_NAME                   	Thermo Hypersil Gold (100 x 2.1mm, 1.9um)
CH:SOLVENT_A                     	100% water, 0.1% Formic Acid
CH:SOLVENT_B                     	80:20 acetonitrile:water, 0.1% Formic Acid
CH:FLOW_GRADIENT                 	30 min
CH:FLOW_RATE                     	0.25 mL/min
CH:COLUMN_TEMPERATURE            	40
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive HF hybrid Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	The acquired RPLC-HRMS raw data from five (5) biological replicates from each
MS:MS_COMMENTS                   	sample type were imported, processed, normalized and reviewed using Progenesis
MS:MS_COMMENTS                   	QI v.3.0 (Non-linear Dynamics, Newcastle, UK). All MS and MS/MS sample runs were
MS:MS_COMMENTS                   	aligned against a pooled QC reference run. Unique ions (retention time and m/z
MS:MS_COMMENTS                   	pairs) were de-adducted and de-isotoped to generate unique “features” (or
MS:MS_COMMENTS                   	retention time and m/z pairs). Data were normalized to all features and cleaned
MS:MS_COMMENTS                   	by removing spectral features >25% CV in the pooled QC samples. Sample process
MS:MS_COMMENTS                   	and instrument variability were also assessed to determine sample acceptance.
MS:MS_COMMENTS                   	Briefly, QA metrics for sample process variability and instrument variability
MS:MS_COMMENTS                   	are ≤10% CV and ≤5% CV, respectively. In these studies, no samples were
MS:MS_COMMENTS                   	identified as outliers. Statistical analyses were performed in Progensis QI
MS:MS_COMMENTS                   	using variance stabilized measurements achieved through log normalization to
MS:MS_COMMENTS                   	calculate p-values by one-way analysis of variance (ANOVA) test. Significantly
MS:MS_COMMENTS                   	changed metabolites were chosen with the criteria p-value <0.05 and |FC| > 2.
MS:MS_RESULTS_FILE               	ST002737_AN004439_Results.txt	UNITS:time_m/z	Has m/z:Yes	Has RT:Yes	RT units:Minutes
#END