#METABOLOMICS WORKBENCH Jung_DNLI_20250214_171815 DATATRACK_ID:5629 STUDY_ID:ST003737 ANALYSIS_ID:AN006133 PROJECT_ID:PR002323
VERSION             	1
CREATED_ON             	February 16, 2025, 11:41 am
#PROJECT
PR:PROJECT_TITLE                 	PILRA regulates microglial neuroinflammation and lipid metabolism as a candidate
PR:PROJECT_TITLE                 	therapeutic target for Alzheimer’s disease
PR:PROJECT_TYPE                  	Cellular studies
PR:PROJECT_SUMMARY               	The Alzheimer’s disease (AD) human genetic landscape identified microglia as a
PR:PROJECT_SUMMARY               	key disease-modifying brain cell type. A common loss-of-function coding variant
PR:PROJECT_SUMMARY               	in paired immunoglobulin-like type 2 receptor alpha (PILRA) associated with
PR:PROJECT_SUMMARY               	reduced AD risk, was found enriched in a cohort of healthy centenarians and
PR:PROJECT_SUMMARY               	rescued APOE4 AD risk, however the mechanisms underlying protection are
PR:PROJECT_SUMMARY               	undefined. Here we identify biological functions of PILRA, an immunoreceptor
PR:PROJECT_SUMMARY               	tyrosine-based inhibitory motif (ITIM)-containing receptor, in human
PR:PROJECT_SUMMARY               	iPSC-derived microglia (iMG) and chimeric AD mice. CRISPR-mediated PILRA
PR:PROJECT_SUMMARY               	knockout (KO) in iMG rescued ApoE4-induced immunometabolic deficits. Moreover,
PR:PROJECT_SUMMARY               	loss of PILRA confers a signature of metabolic resilience in microglia with
PR:PROJECT_SUMMARY               	increased mitochondrial capacity in tandem with elevated antioxidants, reduced
PR:PROJECT_SUMMARY               	ROS and toxic lipid species. Additionally, PILRA KO iMG exhibit improved
PR:PROJECT_SUMMARY               	lysosomal degradation, enhanced migration, and attenuated cytokine responses. We
PR:PROJECT_SUMMARY               	show PPAR and STAT1/3 act as master regulators that mediate downstream signaling
PR:PROJECT_SUMMARY               	and regulate PILRA-dependent microglial functions. Importantly, AD mice
PR:PROJECT_SUMMARY               	transplanted with human PILRA KO microglia showed reduced amyloid pathology and
PR:PROJECT_SUMMARY               	rescued levels of synaptic markers. Finally, we identify a high-affinity human
PR:PROJECT_SUMMARY               	PILRA-specific antagonist antibody that phenocopies PILRA KO. Together, these
PR:PROJECT_SUMMARY               	findings suggest a therapeutic approach to modulate microglial immunometabolism
PR:PROJECT_SUMMARY               	by inhibiting PILRA, thus identifying a pharmacologically tractable target for
PR:PROJECT_SUMMARY               	AD.
PR:INSTITUTE                     	Denali Therapeutics
PR:LAST_NAME                     	Suh
PR:FIRST_NAME                    	Jung
PR:ADDRESS                       	161 Oyster Point Blvd, South San Francisco, CA 94080
PR:EMAIL                         	suh@dnli.com
PR:PHONE                         	+1 6507973837
#STUDY
ST:STUDY_TITLE                   	PILRA regulates microglial neuroinflammation and lipid metabolism as a candidate
ST:STUDY_TITLE                   	therapeutic target for Alzheimer’s disease
ST:STUDY_TYPE                    	In vitro study
ST:STUDY_SUMMARY                 	The Alzheimer’s disease (AD) human genetic landscape identified microglia as a
ST:STUDY_SUMMARY                 	key disease-modifying brain cell type. A common loss-of-function coding variant
ST:STUDY_SUMMARY                 	in paired immunoglobulin-like type 2 receptor alpha (PILRA) associated with
ST:STUDY_SUMMARY                 	reduced AD risk, was found enriched in a cohort of healthy centenarians and
ST:STUDY_SUMMARY                 	rescued APOE4 AD risk, however the mechanisms underlying protection are
ST:STUDY_SUMMARY                 	undefined. Here we identify biological functions of PILRA, an immunoreceptor
ST:STUDY_SUMMARY                 	tyrosine-based inhibitory motif (ITIM)-containing receptor, in human
ST:STUDY_SUMMARY                 	iPSC-derived microglia (iMG) and chimeric AD mice. CRISPR-mediated PILRA
ST:STUDY_SUMMARY                 	knockout (KO) in iMG rescued ApoE4-induced immunometabolic deficits. Moreover,
ST:STUDY_SUMMARY                 	loss of PILRA confers a signature of metabolic resilience in microglia with
ST:STUDY_SUMMARY                 	increased mitochondrial capacity in tandem with elevated antioxidants, reduced
ST:STUDY_SUMMARY                 	ROS and toxic lipid species. Additionally, PILRA KO iMG exhibit improved
ST:STUDY_SUMMARY                 	lysosomal degradation, enhanced migration, and attenuated cytokine responses. We
ST:STUDY_SUMMARY                 	show PPAR and STAT1/3 act as master regulators that mediate downstream signaling
ST:STUDY_SUMMARY                 	and regulate PILRA-dependent microglial functions. Importantly, AD mice
ST:STUDY_SUMMARY                 	transplanted with human PILRA KO microglia showed reduced amyloid pathology and
ST:STUDY_SUMMARY                 	rescued levels of synaptic markers. Finally, we identify a high-affinity human
ST:STUDY_SUMMARY                 	PILRA-specific antagonist antibody that phenocopies PILRA KO. Together, these
ST:STUDY_SUMMARY                 	findings suggest a therapeutic approach to modulate microglial immunometabolism
ST:STUDY_SUMMARY                 	by inhibiting PILRA, thus identifying a pharmacologically tractable target for
ST:STUDY_SUMMARY                 	AD.
ST:INSTITUTE                     	Denali Therapeutics
ST:LAST_NAME                     	Suh
ST:FIRST_NAME                    	Jung
ST:ADDRESS                       	161 Oyster Point Blvd, South San Francisco, CA 94080
ST:EMAIL                         	suh@dnli.com
ST:PHONE                         	+1 06507973837
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:GENOTYPE_STRAIN               	WT, PILRA KO
SU:CELL_BIOSOURCE_OR_SUPPLIER    	University of California Irvine
SU:CELL_STRAIN_DETAILS           	Induced pluripotent stem cells derived microglia cells
SU:CELL_PRIMARY_IMMORTALIZED     	no
SU:CELL_COUNTS                   	500,000
SU:SPECIES_GROUP                 	human
#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           	-	HSA-000033340	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_002.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_002.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_002.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_002.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033323	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_003.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_003.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_003.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_003.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033319	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_004.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_004.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_004.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_004.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033335	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_005.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_005.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_005.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_005.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033332	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_006.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_006.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_006.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_006.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033327	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_007.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_007.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_007.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_007.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033331	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_008.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_008.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_008.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_008.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033329	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_009.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_009.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_009.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_009.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033326	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_010.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_010.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_010.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_010.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033334	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_011.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_011.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_011.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_011.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033324	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_012.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_012.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_012.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_012.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033322	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_013.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_013.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_013.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_013.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033320	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_015.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_015.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_015.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_015.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033337	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_016.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_016.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_016.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_016.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033317	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_017.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_017.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_017.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_017.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033339	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_018.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_018.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_018.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_018.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033330	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_019.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_019.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_019.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_019.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033328	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_020.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_020.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_020.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_020.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033325	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_021.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_021.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_021.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_021.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033321	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_022.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_022.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_022.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_022.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033336	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_023.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_023.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_023.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_023.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033338	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_024.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_024.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_024.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_024.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033318	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_025.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_025.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_025.mzML; cell_line=Line 1 DNLI; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_025.mzML
SUBJECT_SAMPLE_FACTORS           	-	HSA-000033333	genotype:WT | treatment:LPS | Sample source:iPSC microglia	RAW_FILE_NAME(Met_Neg)=20230911_TW_HEX-000666_Met_Neg_026.mzML; RAW_FILE_NAME(Lipid_Pos)=20230908_TW_HEX-000666_Lipid_Pos_026.mzML; RAW_FILE_NAME(Lipid_Neg)=20230909_TW_HEX-000666_Lipid_Neg_026.mzML; cell_line=Line 2 MBJ; RAW_FILE_NAME(Met_Pos)=20230909_TW_HEX-000666_Met_Pos_026.mzML
#COLLECTION
CO:COLLECTION_SUMMARY            	WT and PILRA KO microglia cells (500,000) were pelleted, and washed 1x with 0.9%
CO:COLLECTION_SUMMARY            	sodium chloride and collected in collected in Lobind 1.5 mL Eppendorf tubes and
CO:COLLECTION_SUMMARY            	snap frozen.
CO:SAMPLE_TYPE                   	iPSC cells
CO:STORAGE_CONDITIONS            	-80℃
CO:COLLECTION_VIALS              	Lobind 1.5 mL Eppendorf tubes
CO:STORAGE_VIALS                 	Lobind 1.5 mL Eppendorf tubes
#TREATMENT
TR:TREATMENT_SUMMARY             	WT and PILRA KO microglia cells were cultured in iPSC-complete media without
TR:TREATMENT_SUMMARY             	TGFBeta and plated on matrigel-coated 12-well plate. Wells were supplemented
TR:TREATMENT_SUMMARY             	with PBS (vehicle) or endotoxin (LPS) (100ng/ml, Sigma-Aldrich, 055-B5) for 48
TR:TREATMENT_SUMMARY             	hours and harvested for metabolite extraction.
TR:TREATMENT_COMPOUND            	endotoxin (LPS; Sigma-Aldrich, 055-B5)
TR:TREATMENT_DOSE                	100 ng/mL
TR:TREATMENT_DOSEDURATION        	48 hours
TR:TREATMENT_VEHICLE             	PBS
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	On the day of lipid and metabolite extraction, cell pellets were reconstituted
SP:SAMPLEPREP_SUMMARY            	with 400 μL MS grade methanol spiked with internal standards.Samples were
SP:SAMPLEPREP_SUMMARY            	vortexed and volumes were adjusted to 800 μL with MS grade H2O, vortexed again,
SP:SAMPLEPREP_SUMMARY            	then 600 μL tert-butyl methyl ether (MTBE) was added, vortexed, then centrifuged
SP:SAMPLEPREP_SUMMARY            	at 21,000 g for 10 min at 4C. The two phases generated by centrifugation were
SP:SAMPLEPREP_SUMMARY            	separated. Each phase (top: non-polar lipids, bottom: polar metabolites) was
SP:SAMPLEPREP_SUMMARY            	transferred to glass vials and dried overnight using a Genevac EZ3. Non-polar
SP:SAMPLEPREP_SUMMARY            	lipids were resuspended MS grade methanol and polar metabolites were resuspended
SP:SAMPLEPREP_SUMMARY            	in 90% methanol:water mixture.
SP:PROCESSING_STORAGE_CONDITIONS 	On ice
SP:EXTRACT_STORAGE               	-20℃
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_TYPE           	Ion exchange
CH:INSTRUMENT_NAME               	Agilent 1290 Infinity II
CH:COLUMN_NAME                   	Imtakt Intrada Organic Acid (150 x 2 mm, 3 μm)
CH:SOLVENT_A                     	10% acetonitrile/90% water; 0.1% formic acid
CH:SOLVENT_B                     	10% acetonitrile/90% water; 100mM ammonium formate
CH:FLOW_GRADIENT                 	0.0–1.0 min at 0% B; 1.0–7.0 min to 100% B; 7.1 at 0% B; and 7.1-10 min at
CH:FLOW_GRADIENT                 	0% B.
CH:FLOW_RATE                     	0.2
CH:COLUMN_TEMPERATURE            	60°C
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	ABI Sciex 6500+ QTrap
MS:INSTRUMENT_TYPE               	Triple quadrupole
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	NEGATIVE
MS:MS_COMMENTS                   	curtain gas at 40 V; collision gas was set at medium; ion spray voltage at -4500
MS:MS_COMMENTS                   	V; temperature at 600°C; ion source Gas 1 at 50 psi; ion source Gas 2 at 60
MS:MS_COMMENTS                   	psi; entrance potential at -10 V; and  collision cell exit potential at -15.0
MS:MS_COMMENTS                   	V.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	area
MS_METABOLITE_DATA_START
Samples	HSA-000033340	HSA-000033323	HSA-000033319	HSA-000033335	HSA-000033332	HSA-000033327	HSA-000033331	HSA-000033329	HSA-000033326	HSA-000033334	HSA-000033324	HSA-000033322	HSA-000033320	HSA-000033337	HSA-000033317	HSA-000033339	HSA-000033330	HSA-000033328	HSA-000033325	HSA-000033321	HSA-000033336	HSA-000033338	HSA-000033318	HSA-000033333
Factors	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia	genotype:PILRAKO | treatment:Vehicle | Sample source:iPSC microglia	genotype:PILRAKO | treatment:LPS | Sample source:iPSC microglia	genotype:WT | treatment:Vehicle | Sample source:iPSC microglia	genotype:WT | treatment:LPS | Sample source:iPSC microglia
13C3-Citric acid	12574719.9	11381336.97	15110150.86	12476975.8	11134298.77	13071364.85	9148048.572	11180759.6	12717813.65	6508601.993	12712511.75	19349285.88	15669480.26	16447438.45	13856435.66	13218038.89	10059379.78	10100416.51	10942396.86	20957887.16	9757794.572	11032550.7	13493508.99	12558934.31
13C4-Fumaric acid	218282.3168	256375.9055	176121.4962	253095.9967	160121.1502	383357.1625	219986.725	380291.7945	292684.9681	128674.7166	451851.7654	417171.9698	255599.3037	320536.8749	291101.4918	220336.4038	362946.8835	151464.372	155371.3799	342253.5333	275389.8033	265907.0383	311179.4005	329111.8967
13C5-Itaconic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
13C4-Malic acid	30092449.36	37423282.35	35661985.63	34097408.89	33963831.37	36023538.14	31041608.76	38631911.27	31480988.26	21124351.91	37301726.61	21390082.14	33364652.57	33867574.65	33839756.8	33015625.75	34164703.28	34958630.86	32034534.27	30892065.48	31400824.89	27311076.3	35942286.5	34589853.65
13C4-Succinic acid	49101122.09	43049620.7	41482035.39	40001950.2	40696419.25	43292840.94	38047296.87	42273504.54	48636709.32	32785894.19	44083957.19	48097302.04	43552065.02	40427784.45	48949922.17	44367604.74	39559127.36	46450582.69	43112091.7	39713129.43	46196691.68	34623248.77	39718125.77	38596390.98
13C5-Oxoglutaric acid	4290317.713	3994943.264	4804974.763	4159148.402	3661691.999	4871402.472	4111734.031	3705512.515	4338152.672	2253031.574	4628720.278	6634981.171	4314065.851	4900144.246	5447182.991	4297533.452	5057030.307	4262912.081	4122721.238	4176291.6	3998161.643	4631540.342	4227000.774	4948141.354
15N5-ADP	93562456.57	138603054.4	101216754.4	121358814.9	128930705.9	104412034	91331661.52	108053887	133241940.3	93342712.42	126849626.3	110964308.9	116021104.5	137912386	130770760.9	111133640.7	131455671.3	136843136.5	100737290.7	118533165.5	63747474.79	151590692.2	108152646.8	105615888.6
2-Hydroxyglutarate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
2-Phosphoglyceric acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
3-Hydroxybutyric acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
3-Phosphoglyceric acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
6-Phosphogluconic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Acetoacetic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Adenosine monophosphate	179625136.6	152248610.3	228263993.2	140473452.5	109836431.4	162546283.3	150920020.9	106005841.1	111226347.4	98507493.63	163321608.8	194642758.7	154947321.2	176229998.1	148846363.8	149966188.7	119383303.7	165786625.1	172120819	167725616.4	167342868.9	116635224.7	162647856.9	136595812.4
Adenosine triphosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Adenosine triphosphate-d4	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
ADP	56252236.61	102343665.1	94230894.52	94805308.96	100242871.2	101483138.9	52536588.79	78149888.49	104075875.2	45079243	85565378.61	111475429.1	139271911.9	64009811.96	119477613.1	79788589.54	42856948.69	86938906.46	48519142.41	136991239.7	44204840.53	68364588.92	125387225	64370976.11
Alanine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Alanine-d4	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Arginine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Arginine-d4C13	55115601.84	59278907.9	54807699.71	56506444.67	65205450.81	56172857.1	63338670.52	68853874.61	45385894.61	46191044.73	52639781.66	56758792.12	55938663.68	47586450.31	58973668.24	49027311	49412474.22	49842350.04	52029740.8	52485978.32	42962202.17	43485379.18	49296338.15	48277419.57
Asparagine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Aspartic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Aspartic acid-d3	58794575.99	69850328.69	54129202.26	71061169.93	79342077.68	71721470.8	75772803.92	75563637.6	53944316.77	33471673.93	67778299.44	66971853.81	57983647.04	38173003.8	65613886.97	55646651.04	40446585.66	61209376.09	63283291.02	53309924.05	66920613.76	43310884.54	84310487.72	40514611.42
cis-Aconitic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Sum of Citric acid and Isocitric acid	31606664.31	33176756.15	57124058.39	34497867.69	36766090.56	52551926.29	28198092.35	30229016.85	40865010.96	18588077.79	41860756.01	81158784.79	80841109.75	52401134.35	66000926.14	41238648.87	36357750.73	37593075.51	41082794.16	95251960.32	38774733.83	30170478.46	66483511.4	46539395.43
Dihydroxyacetone phosphate	14950094.62	9643633.905	13352414.05	9422375.947	11567256.05	7958491.475	12104178.79	8216857.589	12597238.03	6646826.237	13590772.78	22067147.17	17822346.21	18491073.48	12288802.95	12595780.76	8834062.912	11594607.53	13677222.73	12717287.09	9030540.247	11548306.3	14585686.18	11756759.19
Erythose 4-phosphate	4372994.619	3781409.205	6711057.854	2860588.25	2846551.322	5242369.45	2583761.338	2114257.919	3370389.252	1021311.837	4737341.666	8910979.279	7188017.267	4467852.551	9103675.67	3339174.714	1753356.257	5573841.225	3215619.32	5916792.507	1450261.118	2569765.765	7361408.365	3271040.294
Fructose 1,6-bisphosphate	7969240.281	6147156.266	11098640.75	5745896.327	16799498.83	3550635.436	3352947.822	5680629.16	9036435.308	2030163.868	6617343.218	21836830.59	32537948.33	7277632.061	25437717.73	6904306.71	2936124.472	4415027.525	2885551.328	23831157.85	1356065.392	3619607.475	22716238.19	3313834.953
Fructose 6-phosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Fumaric acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Glucose 1-phosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Glucose 6-phosphate	50156766.22	57399185.27	67199339.79	40854968.98	42664884.1	58927827.11	37328265.39	34852664.81	50163918.26	27297213.28	68304271.34	88774024.07	77643280.52	66946329.93	75216515.67	57901299.56	36082633.99	68076338.76	54338571.64	81434443.76	45265646.37	49307824.34	74178454.09	59254925.14
Glutamic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Glutamic acid-d3	52527408.25	35897079.46	47432379.34	49393136.06	47965353.52	46468146.82	52453313.86	53449212.46	38867686.85	31764185.92	39471143.51	30881831.67	25479840.6	27848790.29	31650755.37	31910807.95	38456107.13	36061119.7	36951306.07	28257319.84	25610907.34	27491937.35	26614040.92	27666410.47
Glutamine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Glyceraldehyde 3-phosphate	12193871.63	6332502.489	11337549.51	8462280.396	10149440.07	6149230.346	10392217.54	7380209.45	10093865.14	4749212.618	10189848.04	19365583.25	14778096.43	15701571.03	11018639.5	9334401.077	7121644.234	9261723.183	10535236.07	5166609.003	7452955.819	11346951.55	10463209.05	9117148.034
Itaconic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Lactic acid	53104476.71	42895019.09	53795554.27	47378312.27	44587856.8	51538272.03	41326484.76	37623632.63	43976858.75	25723915.76	40317888.53	58259582.58	65518622.34	51516089.39	38675496.07	45020532.17	37867354.65	40402779.86	39920709.43	56861210.26	45053187.12	39222577.77	42536278.62	37832719.57
Malic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
NAD	2198999.794	3000925.4	5055772.231	1373609.462	2217127.375	3751100.11	1633513.676	2110681.836	3845109.619	866898.9666	3240603.705	5499553.158	5741664.272	2063347.54	5370054.99	1636004.873	1240577.51	3509775.272	2314302.933	6003862.533	1480798.574	1573442.898	4915307.869	1510502.521
NADH	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
NADP	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
NADPH	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Oxalacetic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Oxoglutaric acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Phosphocreatine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Phosphoenolpyruvic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Pyruvic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Ribose 5-phosphate	41171871.91	48640576.49	54155850.43	33015678.72	29827327.64	50039221.3	27437855.09	22623664.75	39062525.96	11843276.84	55429544.03	75788821.98	72030890.92	56549102.75	59128700.46	40828279.84	25590317.81	55083790.31	49280536.99	62994887.73	39802857.09	36028421.94	60347239.21	38517701.71
Ribulose 5-phosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Sedoheptulose 7-phosphate	14895604.24	12757188.42	22496377.05	6525677.272	11656429.8	15265826.72	9449562.934	7032667.842	11613111.29	3881647.551	15346295.21	31236752.3	24381561.95	11988881.54	22969318.38	10261907.06	5941541.198	15590972.58	12269382.63	24727066.2	6120925.85	6796040.775	23983824.18	9419916.523
Serine	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Succinic acid	52128310.89	44078193.34	51428757.17	54587741.06	48542398.95	51527865.78	50069884.12	50058613.11	48240886.79	45017827.39	45119856.34	58277695.34	42908674.47	38639266.51	52338084.67	42600888.41	33976416.33	46593080.38	51282041.9	44654704.16	41201647.32	35963195.11	40803701.29	35520387.99
U-13C10,U-15N5-Adenosine monophosphate	221496773.3	210862671.8	231930193.8	208593351	217666734.6	224998402.9	213300036.3	212223566.8	230971679.7	167057161	221902134.3	208838081.6	218980940.1	218530574.8	215004720.5	211556383.7	195791662.4	225046307	207586804.2	212366333.2	217368860.7	195129652.8	202727932.4	212717483.2
U-13C3-Pyruvic acid	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
U-13C6-Glucose 6-phosphate	26357414.24	21716067.15	23372448.98	21843623.94	23282356.36	21198595.57	22729619.31	23940635.32	24478895.58	15883782.05	25125710.5	26227504.02	24317503.97	25544450.15	27573594.67	22575773.23	19366751.11	23285523.98	21570340.19	23842066.36	19651205.17	22396657.64	25815979.74	20524744.32
Xylulose 5-phosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
Fructose 1-phosphate	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Expected RT	MS1_mz	MS2_mz
13C3-Citric acid	4.61	194.2	113
13C4-Fumaric acid	4.48	119.2	74.3
13C5-Itaconic acid	2.67	134	89.2
13C4-Malic acid	3.37	137.2	119.2
13C4-Succinic acid	2.32	121.3	76
13C5-Oxoglutaric acid	4.7	150.2	105.3
15N5-ADP	5.95	431.1	79
2-Hydroxyglutarate	2.9	145	101
2-Phosphoglyceric acid	5.66	185.5	97.1
3-Hydroxybutyric acid	2.17	103.2	59.2
3-Phosphoglyceric acid	5.67	185.5	97
6-Phosphogluconic acid	5.3	275	97
Acetoacetic acid	0.31	101	101
Adenosine monophosphate	3.9	346	79
Adenosine triphosphate	7	506.1	158.9
Adenosine triphosphate-d4	7	510	158.9
ADP	5.97	426.1	79
Alanine	2.18	88	88
Alanine-d4	2.07	92	92
Arginine	1.24	173	131
Arginine-d4C13	1.24	178	136
Asparagine	1.78	131	114
Aspartic acid	2.25	132	88
Aspartic acid-d3	2.25	135	91
cis-Aconitic acid	5.33	173	129
Sum of Citric acid and Isocitric acid	4.54	191.2	111
Dihydroxyacetone phosphate	4.55	169.1	79
Erythose 4-phosphate	4.36	199	97
Fructose 1,6-bisphosphate	5.51	339.1	79
Fructose 6-phosphate	4.5	259	97.1
Fumaric acid	4.7	115.2	71.3
Glucose 1-phosphate	4.5	259	241
Glucose 6-phosphate	4.5	259	97
Glutamic acid	1.9	146	128
Glutamic acid-d3	1.91	149	131
Glutamine	1.78	145	127
Glyceraldehyde 3-phosphate	4.55	169.1	97
Itaconic acid	2.67	129.2	85
Lactic acid	2.5	89.2	43.2
Malic acid	3.36	133.2	115.2
NAD	3.77	662.1	540.3
NADH	2.87	664.1	408.1
NADP	5.97	742.1	620
NADPH	4.73	744.1	408
Oxalacetic acid	3.63	131	131
Oxoglutaric acid	4.87	145.2	101.3
Phosphocreatine	3.53	210	79
Phosphoenolpyruvic acid	5.78	167	79
Pyruvic acid	4.64	87.2	43.2
Ribose 5-phosphate	4.54	229	97
Ribulose 5-phosphate	4.42	229	97.1
Sedoheptulose 7-phosphate	4.41	289	97
Serine	1.77	104	74
Succinic acid	2.28	117.2	73.2
U-13C10,U-15N5-Adenosine monophosphate	3.9	361	79
U-13C3-Pyruvic acid	4.64	90.2	45.2
U-13C6-Glucose 6-phosphate	4.4	265	97
Xylulose 5-phosphate	4.5	229.1	97
Fructose 1-phosphate	4.5	259.1	79
METABOLITES_END
#END