#METABOLOMICS WORKBENCH yz819_20240117_101310 DATATRACK_ID:4589 STUDY_ID:ST003106 ANALYSIS_ID:AN005085
VERSION                          	1
CREATED_ON                       	03-06-2024
#PROJECT
PR:PROJECT_TITLE                 	FGFR inhibition blocks NF-ĸB-dependent glucose metabolism and confers metabolic
PR:PROJECT_TITLE                 	vulnerabilities in cholangiocarcinoma
PR:PROJECT_SUMMARY               	Genomic alterations that activate FGFR2 are common in intrahepatic
PR:PROJECT_SUMMARY               	cholangiocarcinoma (ICC) and confer sensitivity to FGFR inhibitor treatment.
PR:PROJECT_SUMMARY               	However, the depth and duration of responses are often limited. Here, we
PR:PROJECT_SUMMARY               	conducted integrative transcriptomics, metabolomics, and phosphoproteomics
PR:PROJECT_SUMMARY               	analysis of patient-derived models to define the pathways that fuel tumor growth
PR:PROJECT_SUMMARY               	downstream of oncogenic FGFR2 signaling in ICC and to uncover compensatory
PR:PROJECT_SUMMARY               	mechanisms associated with pathway inhibition. We find FGFR2-mediated activation
PR:PROJECT_SUMMARY               	of NF-kB maintains a highly glycolytic phenotype. Conversely, FGFR inhibition
PR:PROJECT_SUMMARY               	blocks glucose uptake and glycolysis while inciting a series of adaptive
PR:PROJECT_SUMMARY               	changes, including switching fuel source utilization to favor fatty acid
PR:PROJECT_SUMMARY               	oxidation and increasing mitochondrial fusion and autophagy. Accordingly, FGFR
PR:PROJECT_SUMMARY               	inhibitor efficacy is potentiated by combined mitochondrial targeting, an effect
PR:PROJECT_SUMMARY               	enhanced in xenograft models by intermittent fasting. Thus, we show that
PR:PROJECT_SUMMARY               	oncogenic FGFR2 signaling drives NF-kB-dependent glycolysis in ICC and that
PR:PROJECT_SUMMARY               	metabolic reprogramming in response to FGFR inhibition confers new targetable
PR:PROJECT_SUMMARY               	vulnerabilities.
PR:INSTITUTE                     	mgh
PR:LAST_NAME                     	Zhen
PR:FIRST_NAME                    	Yuanli
PR:ADDRESS                       	185 cambridge street, room 4100
PR:EMAIL                         	yzhen1@mgh.harvard.edu
PR:PHONE                         	4698792279
#STUDY
ST:STUDY_TITLE                   	13C-palmitate labeling experiment in ICC13-7 treated with DMSO or Infigratinib
ST:STUDY_SUMMARY                 	Genomic alterations that activate FGFR2 are common in intrahepatic
ST:STUDY_SUMMARY                 	cholangiocarcinoma (ICC) and confer sensitivity to treatment with FGFR
ST:STUDY_SUMMARY                 	inhibitors. However, the depth and duration of responses are often limited.
ST:STUDY_SUMMARY                 	Here, we conducted integrative transcriptomic and metabolomic analysis of
ST:STUDY_SUMMARY                 	patient-derived models to define the pathways that fuel tumor growth downstream
ST:STUDY_SUMMARY                 	of oncogenic FGFR2 signaling in ICC and to uncover compensatory mechanisms
ST:STUDY_SUMMARY                 	associated with pathway inhibition. We find FGFR2-mediated activation of NF-B
ST:STUDY_SUMMARY                 	maintains a highly glycolytic phenotype. Conversely, FGFR inhibition blocks
ST:STUDY_SUMMARY                 	glucose uptake and glycolysis while inciting a series of adaptive changes,
ST:STUDY_SUMMARY                 	including switching fuel source utilization to favor fatty acid oxidation and
ST:STUDY_SUMMARY                 	increasing mitochondrial fusion and autophagy. Accordingly, FGFR inhibitor
ST:STUDY_SUMMARY                 	efficacy is potentiated by combined mitochondrial targeting, an effect enhanced
ST:STUDY_SUMMARY                 	in xenograft models by intermittent fasting. Thus, we show that oncogenic FGFR2
ST:STUDY_SUMMARY                 	signaling drives NF-kB-dependent glycolysis in ICC and that metabolic
ST:STUDY_SUMMARY                 	reprogramming in response to FGFR inhibition confers new targetable
ST:STUDY_SUMMARY                 	vulnerabilities.
ST:INSTITUTE                     	Massachusetts General Hospital
ST:LAST_NAME                     	Zhen
ST:FIRST_NAME                    	Yuanli
ST:ADDRESS                       	185 cambridge street, room 4100
ST:EMAIL                         	yzhen1@mgh.harvard.edu
ST:PHONE                         	4698792279
ST:SUBMIT_DATE                   	2024-01-17
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
#SUBJECT_SAMPLE_FACTORS:         	SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Additional sample data
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL07	Treatment:DMSO | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL07
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL08	Treatment:DMSO | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL08
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL09	Treatment:DMSO | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL09
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL10	Treatment:Infigratinib | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL10
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL11	Treatment:Infigratinib | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL11
SUBJECT_SAMPLE_FACTORS           	-	SUB13607p4_SPL12	Treatment:Infigratinib | Sample source:ICC13-7 cells	RAW_FILE_NAME(Raw file name)=SUB13607p4_SPL12
#COLLECTION
CO:COLLECTION_SUMMARY            	media was completely aspirated, and cells were washed with ice-cold saline
CO:COLLECTION_SUMMARY            	quickly. After washing, fully remove saline and cells can be scrapped in 1 ml
CO:COLLECTION_SUMMARY            	pre-cooled methanol (-20°C) with internal standards (Cambridge Isotope
CO:COLLECTION_SUMMARY            	Laboratories, MSK-A2-1.2), and transferred to glass vials, stored at -80°C
CO:COLLECTION_SUMMARY            	until extraction.
CO:SAMPLE_TYPE                   	ICC13-7
#TREATMENT
TR:TREATMENT_SUMMARY             	Cells were pretreated with DMSO or 100nM Infigratinib for 24h in lipid-depleted
TR:TREATMENT_SUMMARY             	media. Then they were changed to 13C-Plamitate labeling media for 8h (with DMSO
TR:TREATMENT_SUMMARY             	or infigratinib) before harvesting cells.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	extractions were conducted following the biphasic extraction protocol.
SP:SAMPLEPREP_SUMMARY            	Basically, add cold chloroform to samples (in methanol) with a ratio of 2:1.
SP:SAMPLEPREP_SUMMARY            	Vortex samples for 1 minute to homogenize. Add 1 fraction of water, and vortex
SP:SAMPLEPREP_SUMMARY            	samples again. Glass vials were centrifuged at 3000 rcf for 10 minutes for phase
SP:SAMPLEPREP_SUMMARY            	separation. The aqueous phase was transferred to a new glass vial for
SP:SAMPLEPREP_SUMMARY            	metabolomics and the remaining interphase was used for protein quantification.
SP:SAMPLEPREP_SUMMARY            	The aqueous phase was evaporated under nitrogen flow. Samples were resuspended
SP:SAMPLEPREP_SUMMARY            	in 50% acetonitrile, and the volume was scaled according to the protein amounts.
SP:SAMPLEPREP_SUMMARY            	15ul was used for the lowest biomass, and all others were scaled accordingly.
SP:SAMPLEPREP_SUMMARY            	Standard mixes were prepared at 100 uM and run after the samples to allow for
SP:SAMPLEPREP_SUMMARY            	the identification of the targets.
#CHROMATOGRAPHY
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	Merck SeQuant ZIC-HILIC (150 x 2.1mm,5um)
CH:COLUMN_TEMPERATURE            	40
CH:FLOW_GRADIENT                 	Started at 93% B and 7% A ; 40% B/60% A in 19 min; 100% A in 9 min; 100% A for 5
CH:FLOW_GRADIENT                 	min; back to 93% B/7% A in 3 min; re-equilibration at 93% B/7% A for 9 min.
CH:FLOW_RATE                     	0.05 to 0.15 mL/min in 30 sec; then held at 0.15mL/min
CH:SOLVENT_A                     	100% Water; 20 mMAmmonium Carbonate, 0.1% Ammonium hydroxide
CH:SOLVENT_B                     	Acetonitrile 97%, 3% water
CH:CHROMATOGRAPHY_TYPE           	HILIC
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Orbitrap ID-X tribrid
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:MS_COMMENTS                   	Data was acquired on the ID-X in switching polarities at 120000 resolution, with
MS:MS_COMMENTS                   	an AGC target of 1e5, and a m/z range of 65 to 1000. MS1 data is acquired in
MS:MS_COMMENTS                   	switching polarities for all samples.Data is analyzed in Compound Discoverer 3.3
MS:MS_COMMENTS                   	(CD, ThermoFisher Scientific). A mix of standard of each target was run along
MS:MS_COMMENTS                   	the samples and used as the unlabeled reference for the CD labelling workflow.
MS:MS_COMMENTS                   	Isotopomer distribution is found in the exchange column, as % of 0 labelled
MS:MS_COMMENTS                   	carbon, 1 labelled carbon, 2 labelled carbon, etc. Those are corrected for
MS:MS_COMMENTS                   	natural abundance. For the compounds that couldn’t be analyzed by CD, the
MS:MS_COMMENTS                   	areas have been extracted with Tracefinder manually.
MS:ION_MODE                      	UNSPECIFIED
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS         	area analyzed by Compound discoverer (counts x seconds)
MS_METABOLITE_DATA_START
Samples	SUB13607p4_SPL07	SUB13607p4_SPL08	SUB13607p4_SPL09	SUB13607p4_SPL10	SUB13607p4_SPL11	SUB13607p4_SPL12
Factors	Treatment:DMSO | Sample source:ICC13-7 cells	Treatment:DMSO | Sample source:ICC13-7 cells	Treatment:DMSO | Sample source:ICC13-7 cells	Treatment:Infigratinib | Sample source:ICC13-7 cells	Treatment:Infigratinib | Sample source:ICC13-7 cells	Treatment:Infigratinib | Sample source:ICC13-7 cells	
Acetyl-CoA		1.0000			0.3508	
alpha-KG	0.2321	0.2342	0.2485	0.2753	0.2800	0.2486
Citrate	0.3349	0.2922	0.3090	0.3096	0.3579	0.3590
Fumarate	0.1563	0.1451	0.1288	0.1476	0.1601	0.1382
Isocitrate						
Malate	0.1531	0.1496	0.1567	0.1626	0.1636	0.1737
Oxaloacetate						
Succinate	0.1579	0.1242	0.1713	0.1519	0.1580	0.1435
SuccinylCoA
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	pubchem_id	inchi_key	kegg_id	other_id	other_id_type	ri	ri_type	moverz_quant	
Acetyl-CoA									
alpha-KG									
Citrate									
Fumarate									
Isocitrate									
Malate									
Oxaloacetate									
Succinate									
SuccinylCoA									
METABOLITES_END
#END