#METABOLOMICS WORKBENCH amaynard_20231002_173316 DATATRACK_ID:4366 STUDY_ID:ST002905 ANALYSIS_ID:AN004768 PROJECT_ID:PR001773
VERSION             	1
CREATED_ON             	October 2, 2023, 5:45 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                   	Porphyrin analysis of K562 cells following C13-Serine and C13-Glycine tracing
ST:STUDY_TITLE                   	during folate depletion.
ST:STUDY_SUMMARY                 	Culture of K562 cells for 7 days in RPMI media containing 2000 nM folic acid or
ST:STUDY_SUMMARY                 	100 nM folic acid. At day 8, media was changed to 2000 nM or 100 nM folic acid
ST:STUDY_SUMMARY                 	with unlabeled serine and glycine, or 2-C13-Serine and 2-C13-Glycine at RPMI
ST:STUDY_SUMMARY                 	levels. Amino acid tracing was performed for 24 hours. These samples were
ST:STUDY_SUMMARY                 	followed up by metabolomics targeting porphyrin metabolites.
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                    	5
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:CELL_STRAIN_DETAILS           	K-562
#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           	K562	K562_2000nM_FA_Unlabeled_porphyrin_1	Treatment:2000nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM506.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_Unlabeled_porphyrin_2	Treatment:2000nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM507.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_Unlabeled_porphyrin_3	Treatment:2000nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM508.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_Unlabeled_porphyrin_4	Treatment:2000nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM509.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_Unlabeled_porphyrin_1	Treatment:100nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM510.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_Unlabeled_porphyrin_2	Treatment:100nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM511.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_Unlabeled_porphyrin_3	Treatment:100nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM512.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_Unlabeled_porphyrin_4	Treatment:100nM_FA_Unlabeled	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM513.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Glycine_porphyrin_1	Treatment:2000nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM514.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Glycine_porphyrin_2	Treatment:2000nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM515.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Glycine_porphyrin_3	Treatment:2000nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM516.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Glycine_porphyrin_4	Treatment:2000nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM517.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Serine_porphyrin_1	Treatment:2000nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM518.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Serine_porphyrin_2	Treatment:2000nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM519.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Serine_porphyrin_3	Treatment:2000nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM520.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_FA_C13_Serine_porphyrin_4	Treatment:2000nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM521.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Glycine_porphyrin_1	Treatment:100nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM526.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Glycine_porphyrin_2	Treatment:100nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM527.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Glycine_porphyrin_3	Treatment:100nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM528.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Glycine_porphyrin_4	Treatment:100nM_FA_C13_Glycine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM529.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Serine_porphyrin_1	Treatment:100nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM530.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Serine_porphyrin_2	Treatment:100nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM531.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Serine_porphyrin_3	Treatment:100nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM532.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_FA_C13_Serine_porphyrin_4	Treatment:100nM_FA_C13_Serine	RAW_FILE_NAME=Copy of 20210903_QEF2_C18_SGTracing_AM533.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             	Culture of K562 cells for 7 days in RPMI media containing 2000 nM folic acid or
TR:TREATMENT_SUMMARY             	100 nM folic acid. At day 8, media was changed to 2000 nM or 100 nM folic acid
TR:TREATMENT_SUMMARY             	with unlabeled serine and glycine, or 2-C13-Serine and 2-C13-Glycine at RPMI
TR:TREATMENT_SUMMARY             	levels. Amino acid tracing was performed for 24 hours. The level of serine and
TR:TREATMENT_SUMMARY             	glycine in all conditions was 30 and 10 mg/L, respectively.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	One million cells from culture were collected via centrifugation, washed with
SP:SAMPLEPREP_SUMMARY            	0.9% NaCl, and resuspended in 150 µl of porphyrin extraction buffer (1:4 ratio
SP:SAMPLEPREP_SUMMARY            	of 1.7 M HCl:ACN, 1µM deuteroporphyrin IX (Frontier Scientific, D510-9)) and
SP:SAMPLEPREP_SUMMARY            	0.5 µM isotopically labeled amino acids (Cambridge Isotopes, MSK-A2-1.2)).
SP:SAMPLEPREP_SUMMARY            	Samples were vigorously shaken for 20 min at 16ºC in a thermomixer (Eppendorf),
SP:SAMPLEPREP_SUMMARY            	sonicated for 10 cycles at 4ºC with 30 sec on and 30 sec off, then incubated at
SP:SAMPLEPREP_SUMMARY            	4ºC for 10 min. Following incubation on ice, samples were centrifuged for 10
SP:SAMPLEPREP_SUMMARY            	minutes at 18,000g to pellet cell debris. The supernatant was collected and 40.5
SP:SAMPLEPREP_SUMMARY            	µl super-saturated MgSO4 and 12 µl 5 M NaCl were added. Samples were vortexed
SP:SAMPLEPREP_SUMMARY            	for 30 sec and further shaken for 10 min at 16 ºC in a thermomixer. Finally, a
SP:SAMPLEPREP_SUMMARY            	10 min 10,000 rpm centrifugation was used to separate the organic layer (upper)
SP:SAMPLEPREP_SUMMARY            	from the aqueous layer (lower). The upper organic layer was collected.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Sample (5 uL) 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        	Column compartment was heated to 45 ºC. Porphyrins were separated with a
CH:CHROMATOGRAPHY_SUMMARY        	chromatographic gradient at a flow rate of 0.800 ml min−1 as follows:
CH:CHROMATOGRAPHY_SUMMARY        	0–2 min: 5% B; 2-19min: linear gradient from 5% to 95% B; 19-21min: 95% B;
CH:CHROMATOGRAPHY_SUMMARY        	21.1-23min: return 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                     	95% water/5% acetonitrile; 0.1% formic acid
CH:SOLVENT_B                     	5% water/95% acetonitrile; 0.1% formic acid
CH:FLOW_GRADIENT                 	linear gradient from 5% to 95%
CH:FLOW_RATE                     	0.8 mL/min
CH:COLUMN_TEMPERATURE            	45
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	The mass spectrometer was operated in full-scan, positive ionization mode using
MS:MS_COMMENTS                   	a narrow-range scan: 450-700m/z, with an additional tSIM scan for hemin
MS:MS_COMMENTS                   	(616.1767 m/z), CoproP (655.2762 m/z), and PPIX (563.2653 m/z). Metabolites were
MS:MS_COMMENTS                   	relatively quantified while referencing an in-house library of chemical
MS:MS_COMMENTS                   	standards and using TraceFinder 4.1 (Thermo Fisher Scientific, Waltham, MA,
MS:MS_COMMENTS                   	USA), with a 5 ppm mass tolerance.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	K562_2000nM_FA_Unlabeled_porphyrin_1	K562_2000nM_FA_Unlabeled_porphyrin_2	K562_2000nM_FA_Unlabeled_porphyrin_3	K562_2000nM_FA_Unlabeled_porphyrin_4	K562_100nM_FA_Unlabeled_porphyrin_1	K562_100nM_FA_Unlabeled_porphyrin_2	K562_100nM_FA_Unlabeled_porphyrin_3	K562_100nM_FA_Unlabeled_porphyrin_4	K562_2000nM_FA_C13_Glycine_porphyrin_1	K562_2000nM_FA_C13_Glycine_porphyrin_2	K562_2000nM_FA_C13_Glycine_porphyrin_3	K562_2000nM_FA_C13_Glycine_porphyrin_4	K562_2000nM_FA_C13_Serine_porphyrin_1	K562_2000nM_FA_C13_Serine_porphyrin_2	K562_2000nM_FA_C13_Serine_porphyrin_3	K562_2000nM_FA_C13_Serine_porphyrin_4	K562_100nM_FA_C13_Glycine_porphyrin_1	K562_100nM_FA_C13_Glycine_porphyrin_2	K562_100nM_FA_C13_Glycine_porphyrin_3	K562_100nM_FA_C13_Glycine_porphyrin_4	K562_100nM_FA_C13_Serine_porphyrin_1	K562_100nM_FA_C13_Serine_porphyrin_2	K562_100nM_FA_C13_Serine_porphyrin_3	K562_100nM_FA_C13_Serine_porphyrin_4
Factors	Treatment:2000nM_FA_Unlabeled	Treatment:2000nM_FA_Unlabeled	Treatment:2000nM_FA_Unlabeled	Treatment:2000nM_FA_Unlabeled	Treatment:100nM_FA_Unlabeled	Treatment:100nM_FA_Unlabeled	Treatment:100nM_FA_Unlabeled	Treatment:100nM_FA_Unlabeled	Treatment:2000nM_FA_C13_Glycine	Treatment:2000nM_FA_C13_Glycine	Treatment:2000nM_FA_C13_Glycine	Treatment:2000nM_FA_C13_Glycine	Treatment:2000nM_FA_C13_Serine	Treatment:2000nM_FA_C13_Serine	Treatment:2000nM_FA_C13_Serine	Treatment:2000nM_FA_C13_Serine	Treatment:100nM_FA_C13_Glycine	Treatment:100nM_FA_C13_Glycine	Treatment:100nM_FA_C13_Glycine	Treatment:100nM_FA_C13_Glycine	Treatment:100nM_FA_C13_Serine	Treatment:100nM_FA_C13_Serine	Treatment:100nM_FA_C13_Serine	Treatment:100nM_FA_C13_Serine
heme_C0	24860654.1	13561566.13	696461.1136	12865741.61	102937914.5	52690882.19	54016176.51	72572865963	11325636.74	15167597.43	13180984.41	8835307.597	3294057.848	9842062.88	3695771.746	2084378.507	172771229.7	201589194.5	196603133.8	102468577.6	41551626.42	124339594	167452623.6	92260049.28
heme_C1	10133354.54	5543460.095	284444.7111	5444066.789	42384056.92	21735058.64	22444411.42	30123310417	6292503.003	8383377.656	7172408.353	4793695.815	1279665.023	4202647.569	1469190.625	829274.0139	79538831.29	92685435.66	90276701.97	47494045.15	18643271.58	56205638.84	76137099.5	41828887.02
heme_C2	2144170.472	1149389.43	21019.82477	1077726.385	9181595.212	4653254.67	4850758.892	6565974293	3096717.401	4200171.93	3560250.086	2312787.157	324049.9596	1018150.503	369995.4403	195312.3775	32160549.42	35813604.96	35497920.15	18774722.51	6790555.333	21798901.85	27961299.1	15947566.97
heme_C3	308478.3031	171309.8735	0	159999.3265	1297344.7	657720.147	668095.9766	899724336.2	1641657.963	2422975.529	2005185.153	1199085.5	238368.3547	743103.2285	273935.2669	117938.0888	23462765.96	26796370.77	26094766.03	13606099.85	5116681.322	16141283.27	20879138.13	11767979.25
heme_C4	33597.27979	22624.21706	0	16520.60007	140071.9152	75380.42625	82695.45148	110426170.7	815585.8304	1108058.262	889383.6511	577280.9946	388373.1063	1299717.198	460822.8256	198500.1547	20254099.11	22976412.84	22046529.97	11762824.97	4699620.295	14802337.62	19776677.21	10795452.91
heme_C5	587.9445044	0	0	0	0	0	4340.621273	1924183.313	282556.6657	372238.4084	337736.6158	216691.2357	546877.2221	1762684.097	639632.9128	294752.1747	14159673.17	16142239.29	15740014.85	8237427.92	3447248.48	10726160.08	14016123.79	7764886.249
heme_C6	0	0	0	0	0	0	5292.986009	8795449.925	72436.78923	106665.3217	71754.7212	62298.2912	442386.0457	1629162.022	558842.3168	277604.882	7104653.865	8301934.461	8069737.048	4263417.725	1872588.054	5541774.594	7483109.244	4048611.319
heme_C7	0	0	0	0	0	0	0	46505098.29	4529.075634	24333.72929	2410.589564	28856.31356	261131.7319	934222.9941	291428.1838	174155.5909	2669341.287	3155726.425	3051201.355	1601306.269	672825.3469	2036968.081	2832773.864	1570996.774
heme_C8	0	0	0	0	0	0	0	32034279.4	0	1075.550957	0	10978.66354	89440.35619	312109.3406	106333.1926	130621.5268	675928.9161	795127.4188	748912.7185	410282.3822	157312.7443	518720.4931	696527.9615	437327.9599
heme_C9	0	0	0	0	0	0	0	0	0	0	0	0	0	68154.69223	0	0	414364.5084	463224.7831	574774.0746	264676.4044	27348.05832	177119.1826	436934.2228	239522.1358
heme_C10	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	101995.1248	101809.4925	153987.8281	75352.96438	5775.132488	113764.8509	112154.2896	73244.44255
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name
heme_C0
heme_C1
heme_C2
heme_C3
heme_C4
heme_C5
heme_C6
heme_C7
heme_C8
heme_C9
heme_C10
METABOLITES_END
#END