#METABOLOMICS WORKBENCH amaynard_20231001_171634 DATATRACK_ID:4353 STUDY_ID:ST002894 ANALYSIS_ID:AN004753 PROJECT_ID:PR001773
VERSION             	1
CREATED_ON             	October 1, 2023, 5:29 pm
#PROJECT
PR:PROJECT_TITLE                 	Folate depletion induces erythroid differentiation through perturbation of de
PR:PROJECT_TITLE                 	novo purine synthesis
PR:PROJECT_SUMMARY               	Folate, an essential vitamin, is a one-carbon acceptor and donor in key
PR:PROJECT_SUMMARY               	metabolic reactions. Erythroid cells harbor a unique sensitivity to folate
PR:PROJECT_SUMMARY               	deprivation, as revealed by the primary pathological manifestation of
PR:PROJECT_SUMMARY               	nutritional folate deprivation: megaloblastic anemia. To study this metabolic
PR:PROJECT_SUMMARY               	sensitivity, we applied mild folate depletion to human and mouse erythroid cell
PR:PROJECT_SUMMARY               	lines, and primary murine erythroid progenitors. We show that folate depletion
PR:PROJECT_SUMMARY               	induces early blockade of purine synthesis and accumulation of the purine
PR:PROJECT_SUMMARY               	synthesis intermediate and signaling molecule, AICAR, followed by enhanced heme
PR:PROJECT_SUMMARY               	metabolism, hemoglobin synthesis, and erythroid differentiation. This is
PR:PROJECT_SUMMARY               	phenocopied by inhibition of folate metabolism using the SHMT1/2 inhibitor -
PR:PROJECT_SUMMARY               	SHIN1, and by AICAR supplementation. Mechanistically, the metabolically-driven
PR:PROJECT_SUMMARY               	differentiation is independent of nucleotide sensing through mTORC1 and AMPK,
PR:PROJECT_SUMMARY               	and is instead mediated by protein kinase C (PKC). Our findings suggest that
PR:PROJECT_SUMMARY               	folate deprivation-induced premature differentiation of erythroid progenitor
PR:PROJECT_SUMMARY               	cells is a molecular etiology to folate-deficiency induced anemia.
PR:INSTITUTE                     	Boston Children's Hospital, Harvard Medical School
PR:DEPARTMENT                    	pathology
PR:LABORATORY                    	Kanarek Lab
PR:LAST_NAME                     	Kanarek
PR:FIRST_NAME                    	Naama
PR:ADDRESS                       	Enders 1116.2, 300 Longwood Ave, Boston, MA 02115
PR:EMAIL                         	naama.kanarek@childrens.harvard.edu
PR:PHONE                         	(617) 355-7433
#STUDY
ST:STUDY_TITLE                   	Folate levels in MEL cells following folate depletion
ST:STUDY_SUMMARY                 	Culture of MEL cells in RPMI media containing 100 nM folic acid for up to 8 days
ST:STUDY_SUMMARY                 	followed my metabolomics targeting folate metabolites. All samples were
ST:STUDY_SUMMARY                 	harvested at the same time and the study was set up as a reverse time-course.
ST:STUDY_SUMMARY                 	Day 0 samples were cultured in 2,000 nM folate for the full 8 days.
ST:INSTITUTE                     	Boston Children's Hospital, Harvard Medical School
ST:DEPARTMENT                    	pathology
ST:LABORATORY                    	Kanarek Lab
ST:LAST_NAME                     	Kanarek
ST:FIRST_NAME                    	Naama
ST:ADDRESS                       	Enders 1116.2, 300 Longwood Ave, Boston, MA 02115
ST:EMAIL                         	naama.kanarek@childrens.harvard.edu
ST:PHONE                         	6173557433
ST:NUM_GROUPS                    	6
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Mus musculus
SU:TAXONOMY_ID                   	10090
SU:CELL_STRAIN_DETAILS           	MEL
#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           	MEL	MEL_100nM_Timecourse_Day0_folate_1	100nM_Folic_Acid_Growth:Day0	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM665.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day0_folate_2	100nM_Folic_Acid_Growth:Day0	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM666.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day0_folate_3	100nM_Folic_Acid_Growth:Day0	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM667.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day0_folate_4	100nM_Folic_Acid_Growth:Day0	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM668.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day1_folate_1	100nM_Folic_Acid_Growth:Day1	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM669.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day1_folate_2	100nM_Folic_Acid_Growth:Day1	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM670.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day1_folate_3	100nM_Folic_Acid_Growth:Day1	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM671.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day1_folate_4	100nM_Folic_Acid_Growth:Day1	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM672.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day2_folate_1	100nM_Folic_Acid_Growth:Day2	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM673.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day2_folate_2	100nM_Folic_Acid_Growth:Day2	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM674.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day2_folate_3	100nM_Folic_Acid_Growth:Day2	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM675.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day2_folate_4	100nM_Folic_Acid_Growth:Day2	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM676.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day4_folate_1	100nM_Folic_Acid_Growth:Day4	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM677.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day4_folate_2	100nM_Folic_Acid_Growth:Day4	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM678.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day4_folate_3	100nM_Folic_Acid_Growth:Day4	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM679.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day4_folate_4	100nM_Folic_Acid_Growth:Day4	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM680.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day6_folate_1	100nM_Folic_Acid_Growth:Day6	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM681.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day6_folate_2	100nM_Folic_Acid_Growth:Day6	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM682.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day6_folate_3	100nM_Folic_Acid_Growth:Day6	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM683.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day8_folate_1	100nM_Folic_Acid_Growth:Day8	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM684.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day8_folate_2	100nM_Folic_Acid_Growth:Day8	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM685.raw
SUBJECT_SAMPLE_FACTORS           	MEL	MEL_100nM_Timecourse_Day8_folate_3	100nM_Folic_Acid_Growth:Day8	RAW_FILE_NAME=Copy of 20220325_AM_MEL_Timecourse_folates_AM686.raw
#COLLECTION
CO:COLLECTION_SUMMARY            	One million cells from culture were collected via centrifugation for 20 seconds
CO:COLLECTION_SUMMARY            	at 18,000xG, washed with 0.9% NaCl, and collected via centrifugation for 20
CO:COLLECTION_SUMMARY            	seconds at 18,000xG
CO:SAMPLE_TYPE                   	Cultured cells
#TREATMENT
TR:TREATMENT_SUMMARY             	MEL cells were cultured for up to 8 days in either 2,000 nM folic acid or 100 nM
TR:TREATMENT_SUMMARY             	folic acid containing RPMI media. Experiment was a reverse time-course. Samples
TR:TREATMENT_SUMMARY             	were cultured for the indicated length of time in 100 nM folic acid and
TR:TREATMENT_SUMMARY             	harvested on the same date. Day 0 samples were cultured in 2,000 nM folic acid
TR:TREATMENT_SUMMARY             	for the full 8 day experiment
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Pellet was resuspended in extraction buffer (80% Methanol, 25 mM Ammonium
SP:SAMPLEPREP_SUMMARY            	Acetate and 2.5 mM Na-Ascorbate prepared in LC-MS water, supplemented with
SP:SAMPLEPREP_SUMMARY            	isotopically-labelled amino acid standards [Cambridge Isotope Laboratories,
SP:SAMPLEPREP_SUMMARY            	MSK-A2-1.2], aminopterin, and reduced glutathione standard [Cambridge Isotope
SP:SAMPLEPREP_SUMMARY            	Laboratories, CNLM-6245-10]). Samples were vortexed for 10 sec, then centrifuged
SP:SAMPLEPREP_SUMMARY            	for 10 minutes at 18,000 g to pellet cell debris. The supernatant was divided
SP:SAMPLEPREP_SUMMARY            	into two tubes and dried on ice using a liquid nitrogen dryer. One tube of dried
SP:SAMPLEPREP_SUMMARY            	sample was used for folate metabolite detection. Folate samples were resuspended
SP:SAMPLEPREP_SUMMARY            	in reconstitution buffer (0.5% ascorbic acid, 1% K2HPO4 and 0.5%
SP:SAMPLEPREP_SUMMARY            	2-mercaptoethanol) containing rat serum (Sigma, R9759). The rat serum contains
SP:SAMPLEPREP_SUMMARY            	the enzymes required to strip the polyglutamate tail from the measured folate.
SP:SAMPLEPREP_SUMMARY            	Rat endogenous folate was removed from the rat serum by activated carbon
SP:SAMPLEPREP_SUMMARY            	treatment (Sigma, C9157). Polyglutamate tail removal was carried out for 2 h
SP:SAMPLEPREP_SUMMARY            	at 37 °C. After the polyglutamate tail removal, the pH was adjusted to 4
SP:SAMPLEPREP_SUMMARY            	using formic acid and samples were loaded on Bond Elute-pH columns (Agilent,
SP:SAMPLEPREP_SUMMARY            	14102062) for a pH-based clean-up. Columns were eluted with 300 μl elution
SP:SAMPLEPREP_SUMMARY            	buffer (50% methanol, 0.25% NH4OAc, 0.5% 2-mercaptoethanol), followed by drying
SP:SAMPLEPREP_SUMMARY            	the samples using a liquid nitrogen dryer manifold and resuspension in 25 μl
SP:SAMPLEPREP_SUMMARY            	water.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	5 μl was injected onto a 2.6 μm, 150 x 3 mm C18 column (Phenomenex,
CH:CHROMATOGRAPHY_SUMMARY        	00F-4462-Y0) equipped with a 3.0 mm safe-guard column (Phenomenex, AJ0-8775).
CH:CHROMATOGRAPHY_SUMMARY        	The column oven and autosampler tray were held at 30 °C and 4 °C,
CH:CHROMATOGRAPHY_SUMMARY        	respectively. The following conditions were used to achieve chromatographic
CH:CHROMATOGRAPHY_SUMMARY        	separation: buffer A was 0.1% formic acid; buffer B was acetonitrile with 0.1%
CH:CHROMATOGRAPHY_SUMMARY        	formic acid. The chromatographic gradient was run at a flow rate of 0.250 ml
CH:CHROMATOGRAPHY_SUMMARY        	min−1 as follows: 0–5 min: gradient was held at 5% B; 5–10 min: linear
CH:CHROMATOGRAPHY_SUMMARY        	gradient of 5% to 36% B; 10.1–14.0 min: linear gradient from 36–95% B;
CH:CHROMATOGRAPHY_SUMMARY        	14.1–18.0 min: gradient was returned to 5% B.
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	Phenomenex Kinetex C18 (150 x 3mm,2.6um)
CH:SOLVENT_A                     	0.1% formic acid
CH:SOLVENT_B                     	acetonitrile with 0.1% formic acid
CH:FLOW_GRADIENT                 	0.250 ml min−1 as follows: 0–5 min: gradient was held at 5% B;
CH:FLOW_GRADIENT                 	5–10 min: linear gradient of 5% to 36% B; 10.1–14.0 min: linear gradient
CH:FLOW_GRADIENT                 	from 36–95% B; 14.1–18.0 min: gradient was returned to 5% B.
CH:FLOW_RATE                     	250 uL/min
CH:COLUMN_TEMPERATURE            	30
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	UNSPECIFIED
MS:MS_COMMENTS                   	The mass spectrometer was operated in full-scan, positive ionization mode using
MS:MS_COMMENTS                   	three narrow-range scans: 438–450 m/z; 452–462 m/z; and 470–478 m/z, with
MS:MS_COMMENTS                   	the resolution set at 70,000, the AGC target at 10e6, and the maximum injection
MS:MS_COMMENTS                   	time of 150 ms. HESI settings were: sheath gas flow rate: 40; Aux gas flow
MS:MS_COMMENTS                   	rate: 10; Sweep gas: 0; Spray voltage: 2.8 (neg) 3.5 (pos); Capillary
MS:MS_COMMENTS                   	temperature 300; S-lens RF level 50; Aux gas heater temp: 350.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	MEL_100nM_Timecourse_Day0_folate_1	MEL_100nM_Timecourse_Day0_folate_2	MEL_100nM_Timecourse_Day0_folate_3	MEL_100nM_Timecourse_Day0_folate_4	MEL_100nM_Timecourse_Day1_folate_1	MEL_100nM_Timecourse_Day1_folate_2	MEL_100nM_Timecourse_Day1_folate_3	MEL_100nM_Timecourse_Day1_folate_4	MEL_100nM_Timecourse_Day2_folate_1	MEL_100nM_Timecourse_Day2_folate_2	MEL_100nM_Timecourse_Day2_folate_3	MEL_100nM_Timecourse_Day2_folate_4	MEL_100nM_Timecourse_Day4_folate_1	MEL_100nM_Timecourse_Day4_folate_2	MEL_100nM_Timecourse_Day4_folate_3	MEL_100nM_Timecourse_Day4_folate_4	MEL_100nM_Timecourse_Day6_folate_1	MEL_100nM_Timecourse_Day6_folate_2	MEL_100nM_Timecourse_Day6_folate_3	MEL_100nM_Timecourse_Day8_folate_1	MEL_100nM_Timecourse_Day8_folate_2	MEL_100nM_Timecourse_Day8_folate_3
Factors	100nM_Folic_Acid_Growth:Day0	100nM_Folic_Acid_Growth:Day0	100nM_Folic_Acid_Growth:Day0	100nM_Folic_Acid_Growth:Day0	100nM_Folic_Acid_Growth:Day1	100nM_Folic_Acid_Growth:Day1	100nM_Folic_Acid_Growth:Day1	100nM_Folic_Acid_Growth:Day1	100nM_Folic_Acid_Growth:Day2	100nM_Folic_Acid_Growth:Day2	100nM_Folic_Acid_Growth:Day2	100nM_Folic_Acid_Growth:Day2	100nM_Folic_Acid_Growth:Day4	100nM_Folic_Acid_Growth:Day4	100nM_Folic_Acid_Growth:Day4	100nM_Folic_Acid_Growth:Day4	100nM_Folic_Acid_Growth:Day6	100nM_Folic_Acid_Growth:Day6	100nM_Folic_Acid_Growth:Day6	100nM_Folic_Acid_Growth:Day8	100nM_Folic_Acid_Growth:Day8	100nM_Folic_Acid_Growth:Day8
Folic Acid	290569.8984	508996.5727	537439.715	420610.3609	15259.77632	79218.70714	105363.2119	93670.01663	50190.54651	27553.92111	37239.11813	38465.38428	42377.83886	21159.35375	50361.77664	28095.77724	41728.64793	38365.62971	60443.83538	22116.2439	22762.89944	44488.30521
Tetrahydrofolate	649802.0803	736379.8822	606554.4786	566417.9614	153285.7881	216384.1582	187965.1843	155454.2368	42314.45732	35156.86496	33138.71961	29605.13178	22184.87085	26987.64031	1752.066097	12375.12881	11275.51506	4364.862921	17676.38043	9633.455933	4172.641616	11019.43276
10-Formyltetrahydrofolate	104128.1786	115658.3505	120553.6195	116742.2375	16587.904	29365.72764	26817.31106	23597.03936	19620.47143	14597.51839	16952.37209	11780.5674	8465.233096	3338.699201	11600.35134	5728.79062	5564.239826	6067.426879	3095.042591	2893.100578	4325.874218	0
5-Formyltetrahydrofolate	105135.3068	116325.7558	122766.6156	118557.5162	16587.904	31561.77667	27346.13736	23597.03936	18846.25704	14811.14061	17473.93109	11780.09224	8850.305995	3347.254484	11603.05098	5728.79062	4948.791631	8494.991894	3128.562908	2949.999682	4392.667916	0
5-methyltetrahydrofolate	552214.2237	767121.6554	659342.2267	762013.1968	109202.5603	190158.2283	164979.0417	151219.4448	41594.15447	41252.02782	39974.50275	33711.43854	19223.91508	29496.47706	21440.53766	11568.15749	15222.36543	9080.341108	14590.27659	11769.36075	15382.19579	5140.828875
5,10-methyltetrahydrofolate	913221.1339	1131007.113	1128228.41	1026089.842	142325.3117	249069.672	208707.5056	194834.0135	84732.84722	66520.62128	75867.59932	52383.20784	66372.69391	90399.39811	112769.3451	99448.04086	87561.68417	89403.92133	77494.50323	54423.99264	49138.55214	43308.49442
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Standardized name	Formula	Exact mass	Sub class
Folic Acid	Folic acid	C19H19N7O6	441.1397	Folic acids
Tetrahydrofolate	6R-THF	C19H23N7O6	445.1710	Tetrahydrofolic acids
10-Formyltetrahydrofolate	N10-Formyl-THF	C20H23N7O7	473.1659	Tetrahydrofolic acids
5-Formyltetrahydrofolate	-	-	-	-
5-methyltetrahydrofolate	5-Methyltetrahydrofolic acid	C20H25N7O6	459.1866	Pterins
5,10-methyltetrahydrofolate	-	-	-	-
METABOLITES_END
#END