#METABOLOMICS WORKBENCH Ofelia4m1_20170824_022855 DATATRACK_ID:1225 STUDY_ID:ST000898 ANALYSIS_ID:AN001460 PROJECT_ID:PR000624
VERSION             	1
CREATED_ON             	November 13, 2017, 1:31 pm
#PROJECT
PR:PROJECT_TITLE                 	TAp73 is a marker of glutamine addiction in medulloblastoma
PR:PROJECT_TYPE                  	siRNA constructs targeting p73 (ID: 2671-AMBION) and a non-targeting control
PR:PROJECT_TYPE                  	siRNA (scramble) were transfected with 10 pM siRNA with lipofectamine 3000
PR:PROJECT_TYPE                  	according to the supplier’s protocol for 48 hours
PR:PROJECT_SUMMARY               	Metabolically-targeted therapies hold the promise of offering an effective and
PR:PROJECT_SUMMARY               	less toxic treatment for tumours including medulloblastoma, the most common
PR:PROJECT_SUMMARY               	malignant brain tumour of childhood. Current treatment relies on the sensitivity
PR:PROJECT_SUMMARY               	of these tumours to DNA damage that was discovered more than 50 years ago.
PR:PROJECT_SUMMARY               	Finding new tumour-specific susceptibilities to complement sensitivity to DNA
PR:PROJECT_SUMMARY               	damage is key to developing new more effective adjuvant therapies. The specific
PR:PROJECT_SUMMARY               	metabolic program of tumours is an attractive vulnerability, as restriction diet
PR:PROJECT_SUMMARY               	are low cost and easy to implement. Here, we present compelling pre-clinical
PR:PROJECT_SUMMARY               	evidence that glutamine restriction diet can be used as an adjuvant treatment
PR:PROJECT_SUMMARY               	for p73-expressing medulloblastoma.
PR:INSTITUTE                     	Queen Mary University of London
PR:DEPARTMENT                    	Blizard Institute
PR:LABORATORY                    	Centre for Genomics and Child Health
PR:LAST_NAME                     	Marino
PR:FIRST_NAME                    	Silvia
PR:ADDRESS                       	4 Newark Street, E1 2AT, London
PR:EMAIL                         	s.marino@qmul.ac.uk
PR:PHONE                         	+44 20 7882 2360
PR:FUNDING_SOURCE                	Children with Cancer UK fellowship (Reference Nº2014/178)
#STUDY
ST:STUDY_TITLE                   	TAp73 is a marker of glutamine addiction in medulloblastoma
ST:STUDY_TYPE                    	siRNA constructs targeting p73 (ID: 2671-AMBION) and a non-targeting control
ST:STUDY_TYPE                    	siRNA (scramble) were transfected with 10 pM siRNA with lipofectamine 3000
ST:STUDY_TYPE                    	according to the supplier’s protocol for 48 hours
ST:STUDY_SUMMARY                 	Metabolically-targeted therapies hold the promise of offering an effective and
ST:STUDY_SUMMARY                 	less toxic treatment for tumours including medulloblastoma, the most common
ST:STUDY_SUMMARY                 	malignant brain tumour of childhood. Current treatment relies on the sensitivity
ST:STUDY_SUMMARY                 	of these tumours to DNA damage that was discovered more than 50 years ago.
ST:STUDY_SUMMARY                 	Finding new tumour-specific susceptibilities to complement sensitivity to DNA
ST:STUDY_SUMMARY                 	damage is key to developing new more effective adjuvant therapies. The specific
ST:STUDY_SUMMARY                 	metabolic program of tumours is an attractive vulnerability, as restriction diet
ST:STUDY_SUMMARY                 	are low cost and easy to implement. Here, we present compelling pre-clinical
ST:STUDY_SUMMARY                 	evidence that glutamine restriction diet can be used as an adjuvant treatment
ST:STUDY_SUMMARY                 	for p73-expressing medulloblastoma.
ST:INSTITUTE                     	Queen Mary University of London
ST:DEPARTMENT                    	Blizard Institute
ST:LABORATORY                    	Centre for Genomics and Child Health
ST:LAST_NAME                     	Marino
ST:FIRST_NAME                    	Silvia
ST:ADDRESS                       	4 Newark Street, E1 2AT, London
ST:EMAIL                         	s.marino@qmul.ac.uk
ST:PHONE                         	+44 20 7882 2360
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	18
ST:STUDY_COMMENTS                	We include 3 biological replicate with 3 technical replicates for each
ST:STUDY_COMMENTS                	condition.
#SUBJECT
SU:SUBJECT_TYPE                  	Human
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:CELL_BIOSOURCE_OR_SUPPLIER    	ATCC
SU:CELL_STRAIN_DETAILS           	Daoy (ATCC® HTB-186™)
SU:SUBJECT_COMMENTS              	cancer cell line
#SUBJECT_SAMPLE_FACTORS:         	SUBJECT(optional)[tab]SAMPLE[tab]FACTORS(NAME:VALUE pairs separated by |)[tab]Additional sample data
SUBJECT_SAMPLE_FACTORS           	Control 1	Control_1.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 1	Control_1.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 1	Control_1.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 2	Control_2.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 2	Control_2.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 2	Control_2.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 3	Control_3.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 3	Control_3.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 3	Control_3.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 4	Control_4.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 4	Control_4.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 4	Control_4.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 5	Control_5.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 5	Control_5.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 5	Control_5.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 6	Control_6.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 6	Control_6.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 6	Control_6.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 7	Control_7.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 7	Control_7.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 7	Control_7.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 8	Control_8.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 8	Control_8.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 8	Control_8.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 9	Control_9.1	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 9	Control_9.2	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Control 9	Control_9.3	treatment:Control	
SUBJECT_SAMPLE_FACTORS           	Si p73 1	Si p73_1.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 1	Si p73_1.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 1	Si p73_1.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 2	Si p73_2.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 2	Si p73_2.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 2	Si p73_2.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 3	Si p73_3.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 3	Si p73_3.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 3	Si p73_3.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 4	Si p73_4.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 4	Si p73_4.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 4	Si p73_4.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 5	Si p73_5.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 5	Si p73_5.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 5	Si p73_5.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 6	Si p73_6.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 6	Si p73_6.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 6	Si p73_6.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 7	Si p73_7.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 7	Si p73_7.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 7	Si p73_7.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 8	Si p73_8.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 8	Si p73_8.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 8	Si p73_8.3	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 9	Si p73_9.1	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 9	Si p73_9.2	treatment:Si p73	
SUBJECT_SAMPLE_FACTORS           	Si p73 9	Si p73_9.3	treatment:Si p73	
#COLLECTION
CO:COLLECTION_SUMMARY            	After 48 hours of transfection the cells were washed three times with ice-cold
CO:COLLECTION_SUMMARY            	PBS (3X 5mL) and the cells were collected using a cell scraper.
CO:SAMPLE_TYPE                   	Cell
CO:COLLECTION_METHOD             	Scraper
CO:TISSUE_CELL_IDENTIFICATION    	Daoy cell
CO:TISSUE_CELL_QUANTITY_TAKEN    	protein normalization
#TREATMENT
TR:TREATMENT_SUMMARY             	siRNA constructs targeting p73 (ID: 2671-AMBION) and a non-targeting control
TR:TREATMENT_SUMMARY             	siRNA (scramble) were transfected with 10 pM siRNA with lipofectamine 3000
TR:TREATMENT_SUMMARY             	according to the supplier’s protocol for 48 hours
TR:CELL_GROWTH_CONTAINER         	plate
TR:CELL_GROWTH_CONFIG            	attached
TR:CELL_GROWTH_RATE              	36 hours
TR:CELL_INOC_PROC                	lipofectamine 3000
TR:CELL_MEDIA                    	DMEM + GlutaMAX medium (Gibco), supplemented with 10% v/v foetal bovine serum
TR:CELL_MEDIA                    	(FBS, Gibco) and penicillin/streptomycin (1 U/ml, Gibco),
TR:CELL_ENVIR_COND               	37°C in humidified 5% CO2
TR:CELL_HARVESTING               	After 48 h of transfection the cells were washed three times with ice-cold PBS
TR:CELL_HARVESTING               	(3x5 mL) and the celles were collected using a cell scraper. Ice-cold water (3
TR:CELL_HARVESTING               	mL,sterile, MilliQ) was added to the samples. The suspension was transferred to
TR:CELL_HARVESTING               	a 15 mL polypropylene tube and then snap-frozen in liquid N2 and stored on ice
TR:CELL_HARVESTING               	for 5 min. The cells were lysed by two freeze-thaw cycles where the cells were
TR:CELL_HARVESTING               	thawed at 37°C in a water bath and frozen using liquid N2. Subsequently, the
TR:CELL_HARVESTING               	cells were sonicated in a
TR:CELL_PCT_CONFLUENCE           	80-90%
TR:CELL_MEDIA_LASTCHANGED        	48 hours
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	The samples were thawed at room temperature and subjected to centrifugation for
SP:SAMPLEPREP_SUMMARY            	17 min at 3000 rpm and 4°C. A quality control (QC) sample was created by
SP:SAMPLEPREP_SUMMARY            	pooling an equal volume from all samples. The aqueous supernatants were
SP:SAMPLEPREP_SUMMARY            	transferred to clean extraction tubes followed by addition of chloroform and
SP:SAMPLEPREP_SUMMARY            	methanol for the final proportion 2.85:4:4 water:methanol:chloroform. The
SP:SAMPLEPREP_SUMMARY            	extraction tubes were gently vortexed and then stored at 8°C for 20 min prior
SP:SAMPLEPREP_SUMMARY            	to centrifugation for 20 min at 3000 rpm and 4°C. The aqueous phases were
SP:SAMPLEPREP_SUMMARY            	recovered and evaporated to dryness at 40°C under N2. All samples were stored
SP:SAMPLEPREP_SUMMARY            	at -80°C after evaporation. Prior to analysis the samples were reconstituted in
SP:SAMPLEPREP_SUMMARY            	acetonitrile:Milli-Q water 90:10
SP:PROCESSING_METHOD             	lysis, freeze thaw cycles and sonication (see cell harvesting)
SP:PROCESSING_STORAGE_CONDITIONS 	Room temperature and 8°C during extraction, -80°C before and after extraction
SP:EXTRACTION_METHOD             	Liquid Liquid Extraction using CHCl3:MeOH:H2O 4:4:2.85
SP:EXTRACT_STORAGE               	Extracts were stored in -80°C after evaporation
SP:SAMPLE_RESUSPENSION           	Acetonitrile:Milli-Q water 90:10
SP:CELL_TYPE                     	Daoy cells
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	The samples were analyzed on a Acquity UPLC I-class system from Waters. A
CH:CHROMATOGRAPHY_SUMMARY        	HILIC-Amide column (1.7 μm, i.d. 2.1x50 mm) from Waters was used for sample
CH:CHROMATOGRAPHY_SUMMARY        	separation and a non-linear gradient elution profile from 100 % A to 100 % B was
CH:CHROMATOGRAPHY_SUMMARY        	used. Mobile phase A consisted of 90:10 acetonitrile/water with 10 mM ammonium
CH:CHROMATOGRAPHY_SUMMARY        	formate and 0.1% FA while mobile phase B consisted of 50:50 acetonitrile/ water
CH:CHROMATOGRAPHY_SUMMARY        	with 10 mM ammonium formate and 0.1% FA. The flow rate was 0.3 ml/min, the
CH:CHROMATOGRAPHY_SUMMARY        	column temperature 40°C and the injection volume 5 µL.
CH:CHROMATOGRAPHY_TYPE           	HILIC
CH:INSTRUMENT_NAME               	Waters Acquity I-Class
CH:COLUMN_NAME                   	Waters Acquity BEH Amide (50 x 2.1mm, 1.7um)
CH:FLOW_GRADIENT                 	Non-linear gradient elution profile from 100 % A to 100 % B was used. In detail;
CH:FLOW_GRADIENT                 	100% A was kept for 0.5 min then decreased non-linearly (slope-factor 8 in
CH:FLOW_GRADIENT                 	MassLynx) over 12.5 min to 100% B, 100% B was held for 3 min followed by 7 min
CH:FLOW_GRADIENT                 	at 100 % A to re-equilibrate the column for a total run-time of 23 min.
CH:FLOW_RATE                     	0.3 ml/min
CH:COLUMN_TEMPERATURE            	40°C
CH:SOLVENT_A                     	90:10 acetonitrile/water with 10 mM ammonium formate and 0.1% FA
CH:SOLVENT_B                     	50:50 acetonitrile/ water with 10 mM ammonium formate and 0.1% FA
CH:INJECTION_TEMPERATURE         	4°C
CH:SAMPLE_INJECTION              	5 μl
CH:ANALYTICAL_TIME               	23 min total sample run-time
CH:RANDOMIZATION_ORDER           	All samples were analyzed in a randomized order with three QC injections
CH:RANDOMIZATION_ORDER           	interspaced every eleventh injection
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
AN:LABORATORY_NAME               	Analytical Pharmaceutical Chemistry, Department of Medicinal chemistry, Uppsala
AN:LABORATORY_NAME               	University
AN:OPERATOR_NAME                 	Ida Erngren
#MS
MS:INSTRUMENT_NAME               	Waters Synapt G2 QTOF
MS:INSTRUMENT_TYPE               	QTOF
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	The raw data was converted to NetCDF files using the software DataBridge
MS:MS_COMMENTS                   	(Masslynx version 4.1, Waters). Peak detection and retention time alignment was
MS:MS_COMMENTS                   	performed using the R based software XCMS (Smith et al. 2006). The centWave
MS:MS_COMMENTS                   	function was used for peak detection and the function parameters were set as
MS:MS_COMMENTS                   	follows; the maximal deviation in m/z between scans was set to 8 ppm, the
MS:MS_COMMENTS                   	maximal and minimal peakwidth was set to 5 and 25 s respectively and the signal
MS:MS_COMMENTS                   	to noise ratio cutoff was set to 10. Retention time correction was performed
MS:MS_COMMENTS                   	using the “obiwarp” function.
MS:CAPILLARY_TEMPERATURE         	500°C
MS:CAPILLARY_VOLTAGE             	1 kV
MS:COLLISION_ENERGY              	20- 45 eV collision ramp, MSE acquistion
MS:SOURCE_TEMPERATURE            	120°C
MS:DATAFORMAT                    	The raw data was converted to NetCDF files using the software DataBridge
MS:DATAFORMAT                    	(Masslynx version 4.1, Waters). Peak detection and retention time alignment was
MS:DATAFORMAT                    	performed using the R based software XCMS (Smith et al. 2006). The centWave
MS:DATAFORMAT                    	function was used for peak detection and the function parameters were set as
MS:DATAFORMAT                    	follows; the maximal deviation in m/z between scans was set to 8 ppm, the
MS:DATAFORMAT                    	maximal and minimal peakwidth was set to 5 and 25 s respectively and the signal
MS:DATAFORMAT                    	to noise ratio cutoff was set to 10. Retention time correction was performed
MS:DATAFORMAT                    	using the “obiwarp” function. The resulting dataset was exported to
MS:DATAFORMAT                    	Microsoft Excel and all features with a retention time less than 45 s were
MS:DATAFORMAT                    	removed. The data was normalized using median fold change. After normalization,
MS:DATAFORMAT                    	all features with coefficient of variance (CV) >30 % in the QC samples were
MS:DATAFORMAT                    	excluded
MS:SCAN_RANGE_MOVERZ             	m/z 50-800
MS:MS_RESULTS_FILE               	ST000898_AN001460_Results.txt	UNITS:Peak Area
#END