#METABOLOMICS WORKBENCH abhinavachreja_20190520_200103 DATATRACK_ID:1727 STUDY_ID:ST001185 ANALYSIS_ID:AN001968 PROJECT_ID:PR000796
VERSION             	1
CREATED_ON             	May 22, 2019, 1:52 pm
#PROJECT
PR:PROJECT_TITLE                 	Generation of human fatty liver using custom-engineered induced pluripotent stem
PR:PROJECT_TITLE                 	cells with modifiable SIRT1 metabolism
PR:PROJECT_SUMMARY               	The mechanisms by which steatosis of the liver progresses to non-alcoholic
PR:PROJECT_SUMMARY               	steatohepatitis, and endstage liver disease remain elusive. Metabolic
PR:PROJECT_SUMMARY               	derangements in hepatocytes controlled by SIRT1 indicate that this molecule
PR:PROJECT_SUMMARY               	plays a role in the development of fatty liver in inbred animals. The ability to
PR:PROJECT_SUMMARY               	perform similar studies using human tissue has been limited by the genetically
PR:PROJECT_SUMMARY               	variability in baseline SIRT1 expression in man. We now report generation of
PR:PROJECT_SUMMARY               	human induced pluripotent stem (iPS) cells with controlled expression of SIRT1.
PR:PROJECT_SUMMARY               	By differentiating edited iPS cells into hepatocytes and then knocking down (KD)
PR:PROJECT_SUMMARY               	SIRT1, we found that downregulated SIRT1 regulates lipid homeostasis by
PR:PROJECT_SUMMARY               	increasing Srebp1c (a transcription factor driving fatty acid biosynthesis), and
PR:PROJECT_SUMMARY               	by decreasing PPARa and its transcriptional co-activator PGC1a, to exacerbate
PR:PROJECT_SUMMARY               	fat accumulation. To model human fatty livers, we repopulated the parenchyma of
PR:PROJECT_SUMMARY               	decellularized rat livers with human mesenchymal cells, fibroblasts,
PR:PROJECT_SUMMARY               	macrophages, and human SIRT1-knockdown iPS-derived hepatocytes. When
PR:PROJECT_SUMMARY               	SIRT1-metabolism was modified, the human iPS-derived liver tissue developed
PR:PROJECT_SUMMARY               	macrosteatosis and generated cells with a proinflammatory phenotype. Our data
PR:PROJECT_SUMMARY               	indicate that SIRT1 plays an important role in the regulation of hepatic lipid
PR:PROJECT_SUMMARY               	homeostasis and inflammation in the human liver. Given the ability to generate
PR:PROJECT_SUMMARY               	and characterize bioengineered and genetically-edited human liver tissue, we
PR:PROJECT_SUMMARY               	believe that use of genetically modifiable human tissue may become an important
PR:PROJECT_SUMMARY               	tool for investigating human liver biology and disease.
PR:INSTITUTE                     	University of Pittsburgh
PR:DEPARTMENT                    	Department of Pathology
PR:LAST_NAME                     	Soto-Gutierrez
PR:FIRST_NAME                    	Alejandro
PR:ADDRESS                       	200 Lothrop Street, 423 Biomedical Science Tower, Pittsburgh, PA 15261, USA
PR:EMAIL                         	als208@pitt.edu
PR:PHONE                         	+14126480064
#STUDY
ST:STUDY_TITLE                   	Genetic and metabolic characterization of bioengineered human fatty liver tissue
ST:STUDY_TITLE                   	with modified SIRT1 expression
ST:STUDY_SUMMARY                 	Lipidomics and metabolomics was performed three types of tissue samples to
ST:STUDY_SUMMARY                 	compare human normal liver tissue against human NASH liver and the bioengineered
ST:STUDY_SUMMARY                 	human iPS-derived fatty liver tissue-iKD-SIRT1. The purpose of this study was to
ST:STUDY_SUMMARY                 	show that the global lipidomics profile of iPS-derived fatty liver
ST:STUDY_SUMMARY                 	tissue-iKD-SIRT1 was similar to that of patients with NASH
ST:INSTITUTE                     	University of Pittsburgh
ST:DEPARTMENT                    	Department of Pathology
ST:LAST_NAME                     	Soto-Gutierrez
ST:FIRST_NAME                    	Alejandro
ST:ADDRESS                       	200 Lothrop Street, 423 Biomedical Science Tower, Pittsburgh, PA 15261, USA
ST:EMAIL                         	als208@pitt.edu
ST:PHONE                         	+14126480064
ST:NUM_GROUPS                    	3
#SUBJECT
SU:SUBJECT_TYPE                  	Human
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           	-	N1	Source:Healthy Control Liver Tissue	
SUBJECT_SAMPLE_FACTORS           	-	N2	Source:Healthy Control Liver Tissue	
SUBJECT_SAMPLE_FACTORS           	-	N3	Source:Healthy Control Liver Tissue	
SUBJECT_SAMPLE_FACTORS           	-	F1	Source:NASH Liver Tissue from Patient	
SUBJECT_SAMPLE_FACTORS           	-	F2	Source:NASH Liver Tissue from Patient	
SUBJECT_SAMPLE_FACTORS           	-	F3	Source:NASH Liver Tissue from Patient	
SUBJECT_SAMPLE_FACTORS           	-	R1	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	R2	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	R3	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	R4	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	R5	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	R6	Source:Bioengineered human iPS-derived fatty liver tissue-iKD-SIRT1	
SUBJECT_SAMPLE_FACTORS           	-	Neg	Source:Negative Control Empty Scaffold	
#COLLECTION
CO:COLLECTION_SUMMARY            	De-identified tissues were obtained from Magee Women’s Hospital (Pittsburgh,
CO:COLLECTION_SUMMARY            	PA) and the University of Washington Department of Pediatrics, Division of
CO:COLLECTION_SUMMARY            	Genetic Medicine, Laboratory of Developmental Biology (Seattle, WA) after
CO:COLLECTION_SUMMARY            	obtaining a written informed consent by a protocol approved by the Human
CO:COLLECTION_SUMMARY            	Research Review Committee of the University of Pittsburgh (Honest broker
CO:COLLECTION_SUMMARY            	approval number HB015 and HB000836). Human fetal liver tissue and/or cells were
CO:COLLECTION_SUMMARY            	isolated and culture from fetal livers as previously described (26890260). The
CO:COLLECTION_SUMMARY            	de-identified normal human liver tissue and/or cells were obtained through the
CO:COLLECTION_SUMMARY            	Liver Tissue Cell Distribution System (Pittsburgh, PA) after obtaining a written
CO:COLLECTION_SUMMARY            	informed consent by a protocol approved by the Human Research Review Committee
CO:COLLECTION_SUMMARY            	of the University of Pittsburgh, which was funded by NIH Contract #
CO:COLLECTION_SUMMARY            	HSN276201200017C. Adult human liver tissue and/or cells were also obtained from
CO:COLLECTION_SUMMARY            	Ira J Fox Laboratory at Children’s Hospital of UPMC, after obtaining a written
CO:COLLECTION_SUMMARY            	informed consent by a protocol approved by the Human Research Review Committee
CO:COLLECTION_SUMMARY            	and the Institutional Review Board (IRB#: PRO12090466) of the University of
CO:COLLECTION_SUMMARY            	Pittsburgh.
CO:SAMPLE_TYPE                   	Liver
#TREATMENT
TR:TREATMENT_SUMMARY             	Normal liver tissue and NASH liver tissue samples were not treated, and were
TR:TREATMENT_SUMMARY             	directly analyzed for lipidomics profile. Bioengineered human iPS-derive fatty
TR:TREATMENT_SUMMARY             	liver tissue was synthesized as described in the study referenced herein
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Human normal liver, human NASH liver and human iPS-derived fatty liver
SP:SAMPLEPREP_SUMMARY            	tissueiKD-SIRT1 samples were homogenized using a FastPrep system (MP Bio) with
SP:SAMPLEPREP_SUMMARY            	Matrix D ceramic beads in 80% MeOH at a ratio of 15 μL/mg tissue. The
SP:SAMPLEPREP_SUMMARY            	homogenate was spiked with isotopically labelled standards, taurine-1,1,2,2-d4
SP:SAMPLEPREP_SUMMARY            	(final concentration 100 μM, Cambridge Isotopes MA) and 10 μL of a 50 μg/mL
SP:SAMPLEPREP_SUMMARY            	fatty acid internal standard mix. Chloroform (600 μL) was then added to the
SP:SAMPLEPREP_SUMMARY            	homogenate supernatant and the sample was vortexed and centrifuged at 1,500 x g
SP:SAMPLEPREP_SUMMARY            	for 5 min. The aqueous phase was taken for polar metabolite analysis and the
SP:SAMPLEPREP_SUMMARY            	organic phase was split for targeted free fatty acid analysis and untargeted
SP:SAMPLEPREP_SUMMARY            	lipidomics. Polar samples were cleared by centrifugation at 16,000 x g and the
SP:SAMPLEPREP_SUMMARY            	supernatant dried under N2. Samples were resuspended in 50 μL of 1.5 mM
SP:SAMPLEPREP_SUMMARY            	ammonium fluoride (aq) and 10 μL was injected for separation and analysis. The
SP:SAMPLEPREP_SUMMARY            	organic phase was dried under N2 and reconstituted in 100 μL of
SP:SAMPLEPREP_SUMMARY            	chloroform:methanol (2:1) and 5 μL was injected for untargeted lipidomics
SP:SAMPLEPREP_SUMMARY            	analysis.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	LIPIDOMICS: Samples were separated on a Thermo Fisher Accucore C18 column (2.1 X
CH:CHROMATOGRAPHY_SUMMARY        	100 mm, 5 μ pore size) using solvent A (H2O:ACN (1:1) with 10 mM ammonium
CH:CHROMATOGRAPHY_SUMMARY        	acetate + 0.1% formic acid) and solvent B (IPA:ACN (9:1) with 10 mM ammonium
CH:CHROMATOGRAPHY_SUMMARY        	acetate + 0.1% formic acid) at a flow rate of 0.2 mL/min. The gradient started
CH:CHROMATOGRAPHY_SUMMARY        	at 0%B and increased to 50%B from 2-10 min following a second increase to 95%B
CH:CHROMATOGRAPHY_SUMMARY        	from 10-47 min. The gradient was held for 4 min at 95%B before increasing to
CH:CHROMATOGRAPHY_SUMMARY        	100%B at 51 min for a 6 min wash. At 57 min the system was returned to initial
CH:CHROMATOGRAPHY_SUMMARY        	conditions to equilibrate before the next injection. Total run time was 60 min.
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	Thermo Fisher Accucore C18 column (2.1 X 100 mm, 5 µm)
#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                   	LIPIDOMICS: Samples were analyzed using full scan accurate mass at a resolution
MS:MS_COMMENTS                   	of 70K in positive and negative mode and 17.5K for ddMS2. Thermo Fisher
MS:MS_COMMENTS                   	LipidSearch 4.2.2 software was used for peak quantification, alignment, and MS2
MS:MS_COMMENTS                   	identification. Peak areas were normalized to internal standard.
MS:MS_RESULTS_FILE               	ST001185_AN001968_Results.txt	UNITS:Peak area normalized to internal standard	Has m/z:Yes	Has RT:Yes	RT units:Minutes
#END