#METABOLOMICS WORKBENCH amaynard_20231219_200831 DATATRACK_ID:4543 STUDY_ID:ST003023 ANALYSIS_ID:AN004957 PROJECT_ID:PR001773
VERSION             	1
CREATED_ON             	December 19, 2023, 8:12 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 metabolite levels in K562 cells following 6 day culture in 2,000 nM or
ST:STUDY_TITLE                   	100 nM folic acid
ST:STUDY_SUMMARY                 	Culture of K562 cells in RPMI media containing 2000 nM or 100 nM folic acid for
ST:STUDY_SUMMARY                 	6 days. These samples were followed up by metabolomics targeting porphyrin
ST:STUDY_SUMMARY                 	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_Porphyrin_1	Folic_Acid_Concentration:2000_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM278.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_Porphyrin_2	Folic_Acid_Concentration:2000_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM279.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_Porphyrin_3	Folic_Acid_Concentration:2000_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM280.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_2000nM_Porphyrin_4	Folic_Acid_Concentration:2000_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM281.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_Porpyrin_1	Folic_Acid_Concentration:100_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM282.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_Porpyrin_2	Folic_Acid_Concentration:100_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM283.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_Porpyrin_3	Folic_Acid_Concentration:100_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM284.raw
SUBJECT_SAMPLE_FACTORS           	K562	K562_100nM_Porpyrin_4	Folic_Acid_Concentration:100_nM	RAW_FILE_NAME=Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM285.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 6 days in RPMI media containing 2000 nM or 100 nM
TR:TREATMENT_SUMMARY             	folic acid for 6 days. These samples were followed up by metabolomics targeting
TR:TREATMENT_SUMMARY             	porphyrin metabolites.
#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	Arbitrary Units
MS_METABOLITE_DATA_START
Samples	K562_2000nM_Porphyrin_1	K562_2000nM_Porphyrin_2	K562_2000nM_Porphyrin_3	K562_2000nM_Porphyrin_4	K562_100nM_Porpyrin_1	K562_100nM_Porpyrin_2	K562_100nM_Porpyrin_3	K562_100nM_Porpyrin_4
Factors	Folic_Acid_Concentration:2000_nM	Folic_Acid_Concentration:2000_nM	Folic_Acid_Concentration:2000_nM	Folic_Acid_Concentration:2000_nM	Folic_Acid_Concentration:100_nM	Folic_Acid_Concentration:100_nM	Folic_Acid_Concentration:100_nM	Folic_Acid_Concentration:100_nM
Biliverdin	190999.5034	277219.3206	213790.6119	228208.118	256222.7501	280173.5827	227497.6816	254174.1875
Heme	15060580.3	12080916.52	15723822.73	13846413.2	69215619.06	76706810.94	67696074.88	74083933.98
Protoporphyrin IX	24415.38995	32860.48443	40204.07607	23893.14971	116093.4279	129099.3213	98061.14129	115579.2699
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Standardized name	Formula	Exact mass	Sub class
Biliverdin	Biliverdin	C33H34N4O6	582.2478	Bilirubins
Heme	Heme	C34H32FeN4O4	616.1773	Metalloporphyrins
Protoporphyrin IX	Protoporphyrin	C34H34N4O4	562.2580	Porphyrins
METABOLITES_END
#END