#METABOLOMICS WORKBENCH Codreags00_20220726_131507 DATATRACK_ID:3366 STUDY_ID:ST002241 ANALYSIS_ID:AN003659 PROJECT_ID:PR001430
VERSION             	1
CREATED_ON             	July 26, 2022, 2:07 pm
#PROJECT
PR:PROJECT_TITLE                 	ACSS2 Regulates HIF-2α Degradation through the E3-Ubiquitin Ligase MUL1 in
PR:PROJECT_TITLE                 	Clear Cell Renal Cell Carcinoma
PR:PROJECT_TYPE                  	Untargeted Metabolomics analysis
PR:PROJECT_SUMMARY               	Clear cell renal cell carcinoma (ccRCC) is an aggressive kidney cancer driven by
PR:PROJECT_SUMMARY               	VHL loss and aberrant HIF-2α signaling. Acetate metabolism may contribute to
PR:PROJECT_SUMMARY               	this axis by ACSS2-dependent acetylation of HIF-2α and may provide
PR:PROJECT_SUMMARY               	opportunities to intervention. Here we tested the effects of pharmacological and
PR:PROJECT_SUMMARY               	genetic manipulation of ACSS2 on HIF-2α, ccRCC cells, and tumors. ACSS2
PR:PROJECT_SUMMARY               	inhibition led to HIF-2α degradation and suppressed ccRCC growth in vitro, in
PR:PROJECT_SUMMARY               	vivo, and in primary cell cultures of ccRCC patient tumors. This treatment
PR:PROJECT_SUMMARY               	resulted in reduced glucose and cholesterol metabolism, mitochondrial biogenesis
PR:PROJECT_SUMMARY               	and altered cristae deformation, that are consistent with loss of HIF-2α.
PR:PROJECT_SUMMARY               	Mechanistically, HIF-2α protein levels are regulated through proteolytic
PR:PROJECT_SUMMARY               	degradation and we found, in parallel to VHL, HIF-2α stability was dependent on
PR:PROJECT_SUMMARY               	ACSS2 activity to prevent direct interaction with the E3 ligase MUL1. These
PR:PROJECT_SUMMARY               	findings highlight ACSS2 as a critical upstream regulator of pathogenically
PR:PROJECT_SUMMARY               	stabilized HIF-2α, and provides a mechanism that may be exploited to overcome
PR:PROJECT_SUMMARY               	resistance to HIF-2α inhibitor therapies.
PR:INSTITUTE                     	Vanderbilt University
PR:DEPARTMENT                    	Chemistry
PR:LABORATORY                    	Center for Innovative Technology
PR:LAST_NAME                     	CODREANU
PR:FIRST_NAME                    	SIMONA
PR:ADDRESS                       	1234 STEVENSON CENTER LANE
PR:EMAIL                         	SIMONA.CODREANU@VANDERBILT.EDU
PR:PHONE                         	16158758422
#STUDY
ST:STUDY_TITLE                   	ACSS2 Regulates HIF-2α Degradation through the E3-Ubiquitin Ligase MUL1 in
ST:STUDY_TITLE                   	Clear Cell Renal Cell Carcinoma
ST:STUDY_TYPE                    	untargeted metabolomics analysis
ST:STUDY_SUMMARY                 	Clear cell renal cell carcinoma (ccRCC) is an aggressive kidney cancer driven by
ST:STUDY_SUMMARY                 	VHL loss and aberrant HIF-2α signaling. Acetate metabolism may contribute to
ST:STUDY_SUMMARY                 	this axis by ACSS2-dependent acetylation of HIF-2α and may provide
ST:STUDY_SUMMARY                 	opportunities to intervention. Here we tested the effects of pharmacological and
ST:STUDY_SUMMARY                 	genetic manipulation of ACSS2 on HIF-2α, ccRCC cells, and tumors. ACSS2
ST:STUDY_SUMMARY                 	inhibition led to HIF-2α degradation and suppressed ccRCC growth in vitro, in
ST:STUDY_SUMMARY                 	vivo, and in primary cell cultures of ccRCC patient tumors. This treatment
ST:STUDY_SUMMARY                 	resulted in reduced glucose and cholesterol metabolism, mitochondrial biogenesis
ST:STUDY_SUMMARY                 	and altered cristae deformation, that are consistent with loss of HIF-2α.
ST:STUDY_SUMMARY                 	Mechanistically, HIF-2α protein levels are regulated through proteolytic
ST:STUDY_SUMMARY                 	degradation and we found, in parallel to VHL, HIF-2α stability was dependent on
ST:STUDY_SUMMARY                 	ACSS2 activity to prevent direct interaction with the E3 ligase MUL1. These
ST:STUDY_SUMMARY                 	findings highlight ACSS2 as a critical upstream regulator of pathogenically
ST:STUDY_SUMMARY                 	stabilized HIF-2α, and provides a mechanism that may be exploited to overcome
ST:STUDY_SUMMARY                 	resistance to HIF-2α inhibitor therapies.
ST:INSTITUTE                     	Vanderbilt University
ST:DEPARTMENT                    	Chemistry
ST:LABORATORY                    	Center for Innovative Technology
ST:LAST_NAME                     	CODREANU
ST:FIRST_NAME                    	SIMONA
ST:ADDRESS                       	1234 STEVENSON CENTER LANE
ST:EMAIL                         	SIMONA.CODREANU@VANDERBILT.EDU
ST:PHONE                         	6158758422
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	10
ST:NUM_MALES                     	10
#SUBJECT
SU:SUBJECT_TYPE                  	Mammal
SU:SUBJECT_SPECIES               	Mus musculus
SU:TAXONOMY_ID                   	10090
SU:GENOTYPE_STRAIN               	NOD-scid IL2Rgnull (NSG)
SU:AGE_OR_AGE_RANGE              	6 weeks
SU:GENDER                        	Male
SU:ANIMAL_ANIMAL_SUPPLIER        	Jackson Laboratory (catalog number 005557)
SU:ANIMAL_HOUSING                	Mice were housed five to a cage in a temperature- and humidity-controlled space
SU:ANIMAL_HOUSING                	(20-25°C, 45%–64% humidity) with regulated water and lighting (12 h
SU:ANIMAL_HOUSING                	light/dark) within the animal facility.
#FACTORS
#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           	Mouse_1	RCC_C01	Genotype:Wild-type	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_C01
SUBJECT_SAMPLE_FACTORS           	Mouse_2	RCC_C02	Genotype:Wild-type	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_C02
SUBJECT_SAMPLE_FACTORS           	Mouse_3	RCC_C03	Genotype:Wild-type	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_C03
SUBJECT_SAMPLE_FACTORS           	Mouse_4	RCC_C04	Genotype:Wild-type	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_C04
SUBJECT_SAMPLE_FACTORS           	Mouse_5	RCC_C05	Genotype:Wild-type	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_C05
SUBJECT_SAMPLE_FACTORS           	Mouse_6	RCC_KD01	Genotype:doxycycline-inducible shRNA	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_KD01
SUBJECT_SAMPLE_FACTORS           	Mouse_7	RCC_KD02	Genotype:doxycycline-inducible shRNA	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_KD02
SUBJECT_SAMPLE_FACTORS           	Mouse_8	RCC_KD03	Genotype:doxycycline-inducible shRNA	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_KD03
SUBJECT_SAMPLE_FACTORS           	Mouse_9	RCC_KD04	Genotype:doxycycline-inducible shRNA	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_KD04
SUBJECT_SAMPLE_FACTORS           	Mouse_10	RCC_KD05	Genotype:doxycycline-inducible shRNA	RAW_FILE_NAME=SC_20200921_RPLCp_FMS_RCC_KD05
#COLLECTION
CO:COLLECTION_SUMMARY            	Mice which were inoculated with 786-O cells transduced to express the pTRIPZ
CO:COLLECTION_SUMMARY            	doxycycline-inducible shRNA system were provided a 200 mg/kg doxycycline rodent
CO:COLLECTION_SUMMARY            	diet (Bio-Serv) and allowed to feed ad libitum. Tumor burden was monitored via
CO:COLLECTION_SUMMARY            	weekly manual, digital caliper measurement with intermittent measurements taken
CO:COLLECTION_SUMMARY            	as needed. Mice were euthanized once the first tumor reached size endpoint
CO:COLLECTION_SUMMARY            	(1,000 mm3) or if discomfort was observed as outlined in the IACUC approved
CO:COLLECTION_SUMMARY            	protocol.
CO:SAMPLE_TYPE                   	Tumor cells
CO:STORAGE_CONDITIONS            	-80℃
#TREATMENT
TR:TREATMENT_SUMMARY             	Mice which were inoculated with 786-O cells transduced to express the pTRIPZ
TR:TREATMENT_SUMMARY             	doxycycline-inducible shRNA system were provided a 200 mg/kg doxycycline rodent
TR:TREATMENT_SUMMARY             	diet (Bio-Serv) and allowed to feed ad libitum.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Fresh tumor sample materials were flash frozen and stored at -80°C until
SP:SAMPLEPREP_SUMMARY            	analyzed via Liquid Chromatography-Mass Spectrometry (LC-MS and LC-MS/MS)-
SP:SAMPLEPREP_SUMMARY            	untargeted metabolomics in the Vanderbilt Center for Innovative Technology
SP:SAMPLEPREP_SUMMARY            	(CIT). Individual tissue samples were thawed on ice and lysed in 400 µl
SP:SAMPLEPREP_SUMMARY            	ice-cold lysis buffer (1:1:2, acetonitrile: methanol: 0.1M ammonium bicarbonate,
SP:SAMPLEPREP_SUMMARY            	pH 8.0) and sonicated 2 x 10 pulses using a probe sonicator at 50% power with
SP:SAMPLEPREP_SUMMARY            	cooling in ice in-between. Homogenized samples were normalized by protein amount
SP:SAMPLEPREP_SUMMARY            	(200 µg total protein per tissue sample) based on BCA assay (Thermo Fisher
SP:SAMPLEPREP_SUMMARY            	Scientific, Fair Lawn, NJ). Isotopically labeled phenylalanine-D8 and biotin-D2
SP:SAMPLEPREP_SUMMARY            	were added to individual samples, and proteins wwere precipitated by addition of
SP:SAMPLEPREP_SUMMARY            	800 µL of ice-cold methanol followed by overnight incubation at -80°C.
SP:SAMPLEPREP_SUMMARY            	Precipitated proteins were pelleted by centrifugation (15,000 rpm, 15 min), and
SP:SAMPLEPREP_SUMMARY            	metabolite extracts were dried down in vacuo. Individual samples were
SP:SAMPLEPREP_SUMMARY            	reconstituted in 100 µl of reconstitution buffer (acetonitrile: water, 90:10,
SP:SAMPLEPREP_SUMMARY            	v:v) containing tryptophan-D3, valine-D8, and inosine-4N15 and cleared by
SP:SAMPLEPREP_SUMMARY            	centrifugation. A quality control (QC) sample was prepared by pooling equal
SP:SAMPLEPREP_SUMMARY            	volumes from individual samples following reconstitution. Quality control
SP:SAMPLEPREP_SUMMARY            	samples were used for column conditioning, retention time alignment and to
SP:SAMPLEPREP_SUMMARY            	assess mass spectrometry instrument reproducibility throughout the sample set
SP:SAMPLEPREP_SUMMARY            	and allows for sample batch acceptance.
SP:PROCESSING_STORAGE_CONDITIONS 	-80℃
SP:EXTRACTION_METHOD             	Following lysis and standard addition, protein precipitation was performed by
SP:EXTRACTION_METHOD             	adding 800µL of ice-cold methanol (4x by volume). Samples were incubated at
SP:EXTRACTION_METHOD             	-80°C overnight. Following incubation, samples were centrifuged at 10,000 rpm
SP:EXTRACTION_METHOD             	for 10 min to eliminate proteins. The supernatants containing metabolites were
SP:EXTRACTION_METHOD             	dried via speed-vacuum.
SP:EXTRACT_STORAGE               	-80℃
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	The LC-MS and LC-MS/MS analyses were performed on a high-resolution Q-Exactive
CH:CHROMATOGRAPHY_SUMMARY        	HF hybrid quadrupole-Orbitrap mass spectrometer (Thermo Fisher Scientific,
CH:CHROMATOGRAPHY_SUMMARY        	Bremen, Germany) equipped with a Vanquish UHPLC binary system and autosampler
CH:CHROMATOGRAPHY_SUMMARY        	(Thermo Fisher Scientific, Germany) using previously described methods.
CH:CHROMATOGRAPHY_TYPE           	HILIC
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	SeQuant ZIC-HILIC (100 x 2.1mm, 3.5um)
CH:FLOW_GRADIENT                 	45 min
CH:FLOW_RATE                     	0.20mL/min
CH:COLUMN_TEMPERATURE            	40
CH:SOLVENT_A                     	90% water, 10% acetonitrile, 5mM Ammonium Formate
CH:SOLVENT_B                     	10% water, 90% acetonitrile, 5mM Ammonium Formate
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive HF hybrid Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	NEGATIVE
MS:MS_COMMENTS                   	The acquired raw data were imported, processed, normalized and reviewed using
MS:MS_COMMENTS                   	Progenesis QI v.3.0 (Non-linear Dynamics, Newcastle, UK). All MS and MS/MS
MS:MS_COMMENTS                   	sample runs were aligned against a QC sample
MS:MS_RESULTS_FILE               	ST002241_AN003659_Results.txt	UNITS:peak area	Has m/z:Yes	Has RT:Yes	RT units:Minutes
#END