#METABOLOMICS WORKBENCH mbcolonna_20200508_141452 DATATRACK_ID:2000 STUDY_ID:ST001375 ANALYSIS_ID:AN002295 PROJECT_ID:PR000941
VERSION             	1
CREATED_ON             	May 12, 2020, 2:06 pm
#PROJECT
PR:PROJECT_TITLE                 	A redox-active switch in Fructosamine-3-kinases expands the regulatory
PR:PROJECT_TITLE                 	repertoire of the protein kinase super-family
PR:PROJECT_TYPE                  	Structural Biology, enzyme characterization
PR:PROJECT_SUMMARY               	Aberrant regulation of metabolic kinases by altered redox homeostasis is a major
PR:PROJECT_SUMMARY               	contributing factor in aging and disease such as diabetes. However, the
PR:PROJECT_SUMMARY               	biochemical mechanisms by which metabolic kinases are regulated under oxidative
PR:PROJECT_SUMMARY               	stress is poorly understood. In this study, we demonstrate that the catalytic
PR:PROJECT_SUMMARY               	activity of a conserved family of Fructosamine-3-kinases (FN3Ks), which are
PR:PROJECT_SUMMARY               	evolutionarily related to eukaryotic protein kinases (ePKs), are regulated by
PR:PROJECT_SUMMARY               	redox-active cysteines in the kinase domain. By solving the crystal structure of
PR:PROJECT_SUMMARY               	FN3K homolog from Arabidopsis thaliana (AtFN3K), we demonstrate that it forms an
PR:PROJECT_SUMMARY               	unexpected strand-exchange dimer in which the ATP binding P-loop and adjoining
PR:PROJECT_SUMMARY               	beta strands are swapped between two chains in the dimer. This dimeric
PR:PROJECT_SUMMARY               	configuration is characterized by strained inter-chain disulfide bonds that
PR:PROJECT_SUMMARY               	stabilize the P-loop in an extended conformation. Mutational analysis and
PR:PROJECT_SUMMARY               	solution studies confirm that the strained disulfides function as redox
PR:PROJECT_SUMMARY               	“switches” to reversibly regulate FN3K activity and dimerization.
PR:PROJECT_SUMMARY               	Consistently, we find that human FN3K, which contains an equivalent P-loop Cys,
PR:PROJECT_SUMMARY               	is also redox-sensitive, whereas ancestral bacterial FN3K homologs, which lack a
PR:PROJECT_SUMMARY               	P-loop Cys, are not. Furthermore, CRISPR knockout of FN3K in human HepG2 cells
PR:PROJECT_SUMMARY               	results in significant upregulation of redox metabolites including glutathione.
PR:PROJECT_SUMMARY               	We propose that redox regulation evolved progressively in FN3Ks in response to
PR:PROJECT_SUMMARY               	changing cellular redox conditions. Our studies provide important new insights
PR:PROJECT_SUMMARY               	into the origin and evolution of redox regulation in the protein kinase
PR:PROJECT_SUMMARY               	superfamily and open new avenues for targeting human FN3K in diabetic
PR:PROJECT_SUMMARY               	complications.
PR:INSTITUTE                     	University of Georgia
PR:DEPARTMENT                    	Biochemistry and Molecular Biology
PR:LABORATORY                    	Kannan
PR:LAST_NAME                     	Kannan
PR:FIRST_NAME                    	Natarajan
PR:ADDRESS                       	B122 Life Sciences Bldg. University of Georgia Athens, GA 30602
PR:EMAIL                         	nkannan@uga.edu
PR:PHONE                         	706-542-1334
PR:FUNDING_SOURCE                	MCB-1149106; R01GM114409
PR:PUBLICATIONS                  	A redox-active switch in Fructosamine-3-kinases expands the regulatory
PR:PUBLICATIONS                  	repertoire of the protein kinase super-family
PR:CONTRIBUTORS                  	Safal Shrestha, Samiksha Katiyar, Carlos E. Sanz-Rodriquez, Nolan R. Kemppinen,
PR:CONTRIBUTORS                  	Hyun W. Kim, Renuka Kadirvelraj, Charalampos Panagos, Neda Keyhaninejad, Maxwell
PR:CONTRIBUTORS                  	Colonna, Pradeep Chopra, Dominic P. Byrne, Geert J. Boons, Esther V. Knaap,
PR:CONTRIBUTORS                  	Patrick A. Eyers, Arthur S. Edison, Zachary A. Wood
#STUDY
ST:STUDY_TITLE                   	Fructosamine-3-kinase (FN3K) KO in HepG2 liver cancer cells
ST:STUDY_SUMMARY                 	Fructosamine-3-kinases (FN3Ks) are a family of metabolic kinases which are
ST:STUDY_SUMMARY                 	evolutionarily related to eukaryotic protein kinases. Aberrant regulation of
ST:STUDY_SUMMARY                 	these kinases by altered redox homeostasis is a major contributing factor in
ST:STUDY_SUMMARY                 	aging and disease. However, the mechanisms of regulation and cellular functions
ST:STUDY_SUMMARY                 	of these kinases are not known. Bioinformatic analyses of cancer cell lines
ST:STUDY_SUMMARY                 	identified significant overexpression of FN3K in liver and eye cancer cells. To
ST:STUDY_SUMMARY                 	assess the functional significance of this increased expression, a CRISPR
ST:STUDY_SUMMARY                 	knockout of FN3K (FN3K-KO) was generated in the HepG2 liver cancer cell line.
ST:STUDY_SUMMARY                 	The metabolome was compared between FN3K-KO and WT HepG2 cells using untargeted
ST:STUDY_SUMMARY                 	1H NMR metabolomics. This revealed significant differences in several
ST:STUDY_SUMMARY                 	metabolites that suggest a role for FN3K in regulating redox and energy balance
ST:STUDY_SUMMARY                 	in HepG2 cells.
ST:INSTITUTE                     	University of Georgia
ST:DEPARTMENT                    	Complex Carbohydrate Research Center
ST:LABORATORY                    	Edison
ST:LAST_NAME                     	Colonna
ST:FIRST_NAME                    	Maxwell
ST:ADDRESS                       	315 Riverbend Rd, Athens, GA 30602
ST:EMAIL                         	maxwellbaca@uga.edu
ST:PHONE                         	7065420257
ST:NUM_GROUPS                    	2
ST:PUBLICATIONS                  	A redox-active switch in Fructosamine-3-kinases expands the regulatory
ST:PUBLICATIONS                  	repertoire of the protein kinase super-family
#SUBJECT
SU:SUBJECT_TYPE                  	Cultured cells
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
SU:GENOTYPE_STRAIN               	HepG2
#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           	-	FN3K_1	Genotype:FN3K KO	RAW_FILE_NAME=15
SUBJECT_SAMPLE_FACTORS           	-	FN3K_2	Genotype:FN3K KO	RAW_FILE_NAME=10
SUBJECT_SAMPLE_FACTORS           	-	FN3K_3	Genotype:FN3K KO	RAW_FILE_NAME=18
SUBJECT_SAMPLE_FACTORS           	-	FN3K_4	Genotype:FN3K KO	RAW_FILE_NAME=22
SUBJECT_SAMPLE_FACTORS           	-	FN3K_5	Genotype:FN3K KO	RAW_FILE_NAME=13
SUBJECT_SAMPLE_FACTORS           	-	FN3K_6	Genotype:FN3K KO	RAW_FILE_NAME=8
SUBJECT_SAMPLE_FACTORS           	-	FN3K_7	Genotype:FN3K KO	RAW_FILE_NAME=7
SUBJECT_SAMPLE_FACTORS           	-	FN3K_8	Genotype:FN3K KO	RAW_FILE_NAME=9
SUBJECT_SAMPLE_FACTORS           	-	FN3K_9	Genotype:FN3K KO	RAW_FILE_NAME=20
SUBJECT_SAMPLE_FACTORS           	-	FN3K_10	Genotype:FN3K KO	RAW_FILE_NAME=23
SUBJECT_SAMPLE_FACTORS           	-	WT_1	Genotype:WT	RAW_FILE_NAME=16
SUBJECT_SAMPLE_FACTORS           	-	WT_2	Genotype:WT	RAW_FILE_NAME=21
SUBJECT_SAMPLE_FACTORS           	-	WT_3	Genotype:WT	RAW_FILE_NAME=3
SUBJECT_SAMPLE_FACTORS           	-	WT_4	Genotype:WT	RAW_FILE_NAME=5
SUBJECT_SAMPLE_FACTORS           	-	WT_5	Genotype:WT	RAW_FILE_NAME=11
SUBJECT_SAMPLE_FACTORS           	-	WT_6	Genotype:WT	RAW_FILE_NAME=4
SUBJECT_SAMPLE_FACTORS           	-	WT_7	Genotype:WT	RAW_FILE_NAME=6
SUBJECT_SAMPLE_FACTORS           	-	WT_8	Genotype:WT	RAW_FILE_NAME=2
SUBJECT_SAMPLE_FACTORS           	-	WT_9	Genotype:WT	RAW_FILE_NAME=19
SUBJECT_SAMPLE_FACTORS           	-	WT_10	Genotype:WT	RAW_FILE_NAME=17
#COLLECTION
CO:COLLECTION_SUMMARY            	Cell cultures for both cell lines were grown simultaneously with identical media
CO:COLLECTION_SUMMARY            	components. Upon achieving ~80% confluence in 10cm culture dish, culture media
CO:COLLECTION_SUMMARY            	was removed and cell monolayer was washed with cold phosphate buffered saline.
CO:COLLECTION_SUMMARY            	Cells were then quenched by addition ice-cold 80% methanol extraction solvent,
CO:COLLECTION_SUMMARY            	scraped from the culture dish, and flash-frozen in liquid nitrogen.
CO:SAMPLE_TYPE                   	HepG2 cells
CO:STORAGE_CONDITIONS            	-80℃
#TREATMENT
TR:TREATMENT_SUMMARY             	None
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Aqueous metabolites were extracted by vortexing cell pellets in the extraction
SP:SAMPLEPREP_SUMMARY            	solvent, pelleting cell debris and collecting the supernatant. Approximately 10%
SP:SAMPLEPREP_SUMMARY            	of the supernatant volume was taken from each sample to form an internal pooled
SP:SAMPLEPREP_SUMMARY            	sample. The solvent was then evaporated to produce dried extracts.
SP:SAMPLEPREP_PROTOCOL_FILENAME  	cell_protocol.pdf
SP:PROCESSING_STORAGE_CONDITIONS 	On ice
SP:EXTRACTION_METHOD             	Vortex
SP:EXTRACT_ENRICHMENT            	Polar
SP:EXTRACT_STORAGE               	-80℃
SP:SAMPLE_RESUSPENSION           	Deuterium oxide phosphate buffer
#ANALYSIS
AN:DATA_FORMAT                   	Bruker
#NMR
NM:INSTRUMENT_NAME               	Bruker Avance
NM:INSTRUMENT_TYPE               	FT-NMR
NM:NMR_EXPERIMENT_TYPE           	1D-1H
NM:FIELD_FREQUENCY_LOCK          	Deuterium
NM:SPECTROMETER_FREQUENCY        	800 MHz
NM:NMR_PROBE                     	3mm Cryoprobe
NM:NMR_SOLVENT                   	D2O Phosphate buffer
NM:NMR_TUBE_SIZE                 	3mm SampleJet
NM:SHIMMING_METHOD               	Topshim
NM:PULSE_SEQUENCE                	noesypr1d
NM:WATER_SUPPRESSION             	Presaturation
NM:PULSE_WIDTH                   	8.22 us
NM:POWER_LEVEL                   	11.117 W
NM:OFFSET_FREQUENCY              	3762.64
NM:PRESATURATION_POWER_LEVEL     	3.00E-05
NM:CHEMICAL_SHIFT_REF_CPD        	DSS
NM:TEMPERATURE                   	27
NM:NUMBER_OF_SCANS               	128
NM:DUMMY_SCANS                   	4
NM:ACQUISITION_TIME              	1.24 s
NM:RELAXATION_DELAY              	2 s
NM:SPECTRAL_WIDTH                	16.4533 ppm
NM:NUM_DATA_POINTS_ACQUIRED      	32768
NM:LINE_BROADENING               	0.3 Hz
NM:BASELINE_CORRECTION_METHOD    	Polynomial order 5
#NMR_METABOLITE_DATA
NMR_METABOLITE_DATA:UNITS	AU
NMR_METABOLITE_DATA_START
Samples	WT_8	WT_3	WT_6	WT_4	WT_7	FN3K_6	FN3K_8	FN3K_2	WT_5	FN3K_5	FN3K_1	WT_1	WT_10	FN3K_3	WT_9	FN3K_9	WT_2	FN3K_4	FN3K_10
Factors	Genotype:WT	Genotype:WT	Genotype:WT	Genotype:WT	Genotype:WT	Genotype:FN3K KO	Genotype:FN3K KO	Genotype:FN3K KO	Genotype:WT	Genotype:FN3K KO	Genotype:FN3K KO	Genotype:WT	Genotype:WT	Genotype:FN3K KO	Genotype:WT	Genotype:FN3K KO	Genotype:WT	Genotype:FN3K KO	Genotype:FN3K KO
Alanine	2.981692718	2.768456234	2.787890084	2.104360804	2.760569382	3.430702819	2.944202058	2.451538459	2.694996376	2.99539357	2.422030109	2.832610263	3.016495971	2.746218282	3.097994958	2.706942717	2.838631282	2.626320142	2.81141936
Aspartate	0.410103271	0.419811832	0.390989953	0.345777216	0.447692155	0.392297335	0.3296134	0.319563458	0.486959561	0.345030529	0.293318016	0.387924805	0.437946295	0.301772002	0.417404579	0.327331264	0.428020283	0.336385623	0.352964773
Citrate	0.218516589	0.222852825	0.237023037	0.187869171	0.23652832	0.222839469	0.219180411	0.239702845	0.233953437	0.229290629	0.198724986	0.20905269	0.22845993	0.224264692	0.240465576	0.217706484	0.234894309	0.21467564	0.242730767
Creatine	0.633841122	0.634097324	0.605043951	0.473109288	0.660891785	0.862394439	0.748985086	0.653872995	0.621831468	0.696168237	0.619083529	0.600151643	0.640506923	0.653782785	0.607636916	0.71917648	0.602528957	0.784082434	0.785590151
Phosphocreatine	0.701835784	0.667349853	0.68979943	0.512793746	0.70877833	0.72505216	0.606449289	0.509757617	0.69368232	0.600978665	0.490033455	0.634703237	0.708475553	0.515178043	0.691097963	0.572225799	0.692281985	0.613442065	0.611796665
Glutamine	0.249427243	0.263731105	0.25985169	0.261571873	0.27288102	0.332971962	0.296007726	0.278137281	0.280854832	0.317007234	0.259245155	0.243959723	0.267587569	0.261752489	0.271462959	0.276801311	0.27850131	0.262131291	0.290289459
Glutathione	0.381607933	0.481386015	0.403171579	0.317016532	0.519547869	0.68433292	0.550460555	0.569221371	0.494780783	0.497492975	0.494030409	0.385662945	0.417793574	0.539639893	0.41716552	0.552103174	0.40542356	0.535918241	0.665265906
Glycine	1.742839829	1.520637771	1.691530605	1.528318035	1.556575656	1.413275116	1.235137688	1.028618768	1.75158038	1.199425902	1.010392359	1.617028346	1.721441497	1.038183581	1.669551019	1.150143413	1.747919361	1.086614542	1.202101621
Glucose	0.043303334	0.066684205	0.112892954	0.238827233	0.034090993	0.002395077	0.027418423	0.148611841	7.67606E-05	0.191738896	0.103412902	0.095009364	0.062973641	0.047357505	0.060140254	0.055020737	0.093690537	0.044208166	0.045891113
Glutamate	1.12817836	1.080825559	1.12578975	0.942676484	1.152561114	1.317046974	1.15229046	1.003791147	1.210828148	1.070359296	0.94776317	1.079400546	1.164317148	0.999546457	1.137602185	1.1270242	1.13889067	1.070337646	1.177678519
Lactate	2.014032088	1.524100726	1.775239579	2.300661444	1.089702057	2.127918025	2.389833894	2.076188196	1.145279886	2.454374163	2.130961185	1.63219384	1.338346724	2.39645173	1.69790277	1.756506653	1.467111425	1.919993693	1.753430679
Leucine	0.898291863	0.827762928	0.951359532	1.108863296	0.723137946	0.680266836	0.802589599	0.972997835	0.690603384	1.033549455	0.882951523	0.915918703	0.864638415	0.88286812	0.898539717	0.836377953	0.912509897	0.795412231	0.721568476
Lysine	0.140146087	0.122898685	0.144146197	0.156191195	0.114719454	0.147390791	0.150562975	0.154861991	0.108300187	0.163672623	0.152054337	0.146471509	0.13912535	0.152978088	0.141713295	0.154621207	0.143458753	0.144756585	0.146019832
Pantothenate	0.398870578	0.373320159	0.399950986	0.376520535	0.358020181	0.367572605	0.360939252	0.343415633	0.382733725	0.339050933	0.335260961	0.385811948	0.39612007	0.349995365	0.401928244	0.349180534	0.425125342	0.350287822	0.37937222
Putrescine	0.148889244	0.130887978	0.15164139	0.153663943	0.123720713	0.163540569	0.175032575	0.146286962	0.127018894	0.172117135	0.177418984	0.170752921	0.15837373	0.161369809	0.15058227	0.176459739	0.147404645	0.17392252	0.164234681
Proline	0.116174463	0.111191334	0.114898035	0.108373086	0.122700722	0.14684803	0.131162154	0.112825168	0.124410212	0.131052472	0.108096018	0.105211014	0.111572915	0.116446355	0.11410568	0.125062852	0.111759319	0.118523091	0.127372285
Serine	0.982821747	0.984854377	0.925369892	0.815407111	1.01175685	0.911287808	0.767509892	0.695267117	1.065808972	0.762951436	0.670858482	0.938595724	1.018477742	0.70258212	1.014620204	0.734183571	1.005340956	0.733447249	0.810286818
Thioacetamide	0.106238298	0.141525729	0.117098097	0.102200056	0.155293052	0.174867799	0.151890211	0.155217566	0.151421115	0.145263141	0.142999069	0.112646666	0.117655293	0.143579731	0.116077431	0.147843948	0.118108584	0.141888225	0.175943913
Threonine	1.030904538	1.013817893	0.998065179	1.019230459	0.893891641	1.212399732	1.120187845	1.04191453	0.925663877	1.206012051	0.946104903	0.91577537	0.914533662	1.010365024	1.011397794	0.947783832	0.947122042	0.98709332	1.08003211
UDP GlcNAc	0.045871676	0.057238406	0.040964902	0.04706478	0.058775464	0.049685544	0.034007968	0.02719107	0.063103679	0.027285423	0.029051853	0.04252343	0.052938655	0.028571398	0.046170022	0.031228182	0.043499819	0.037663177	0.05416819
Valine	0.541326839	0.508692502	0.557433012	0.636414949	0.470176174	0.484861012	0.509485953	0.558073237	0.457301834	0.622489546	0.520780699	0.543918074	0.538618139	0.536646642	0.552233614	0.497280117	0.562558758	0.471065452	0.458084753
Glycerophosphocholine	0.628261817	0.574657757	0.618999813	0.574007035	0.599897473	0.657523364	0.574596795	0.472066415	0.687751141	0.545834501	0.443930722	0.566088014	0.623288069	0.482758171	0.628226889	0.5319513	0.647571939	0.535340266	0.571656638
Keto-methylvalerate	0.127141849	0.114632093	0.125355326	0.145173765	0.100777374	0.130530876	0.130677771	0.13129391	0.081262155	0.138397834	0.147673117	0.12194558	0.114802915	0.150500092	0.121111169	0.122636028	0.116796573	0.133706926	0.123795741
Formate	0.092440939	0.074102962	0.086742249	0.083943437	0.067955656	0.065851987	0.062009736	0.053435833	0.07743505	0.07160005	0.060380588	0.086044389	0.075678487	0.058525585	0.079190186	0.05173717	0.080462658	0.053242894	0.053795383
NMR_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	HMDB	PubChem	ChEBI	KEGG	METLIN	SMILES	Quantified feature ppm
Alanine	HMDB0000161	5950	16977	C00041	-	C[C@H](N)C(O)=O	1.47
Aspartate	HMDB0000191	5960	17053	C00049	5206	N[C@@H](CC(O)=O)C(O)=O	2.79
Citrate	HMDB0000094	311	30769	C00158	124	OC(=O)CC(O)(CC(O)=O)C(O)=O	2.65
Creatine	HMDB0000064	586	16919	C00300	7	CN(CC(O)=O)C(N)=N	3.92
Phosphocreatine	HMDB0001511	587	17287	C02305	6288	CN(CC(=O)O)C(=NP(=O)(O)O)N	3.94
Glutamine	HMDB0000641	5961	18050	C00064	5614	N[C@@H](CCC(N)=O)C(O)=O	2.45
Glutathione	HMDB0000125	3353	16856	C00051	-		4.56
Glycine	HMDB0000123	750	15428	C00037	20	NCC(O)=O	3.55
Glucose	HMDB0000122	5793	4167	C00031	133	OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O	5.23
Glutamate	HMDB0000148	33032	16015	C00025	5174	N[C@@H](CCC(O)=O)C(O)=O	2.05
Lactate	HMDB0000190	107689	422	C00256	6150	C[C@@H](C(=O)O)O	1.32
Leucine	HMDB0000687	6106	15603	C00123	24	CC(C)C[C@H](N)C(O)=O	0.95
Lysine	HMDB0000182	5962	18019	C00047	5200	NCCCC[C@H](N)C(O)=O	1.89
Pantothenate	HMDB0000210	6613	46905	C00864	-	CC(C)(CO)[C@@H](O)C(=O)NCCC(O)=O	0.89
Putrescine	HMDB0001414	3434	17148	C00134	-		1.79
Proline	HMDB0000162	145742	17203	C00148	29	OC(=O)[C@@H]1CCCN1	3.33
Serine	HMDB0000187	3982	17822	C00716	-		3.97
Thioacetamide	-	2723949	32497	C19302	-	CC(=S)N	2.52
Threonine	HMDB0000167	6288	16857	C00188	32	C[C@@H](O)[C@H](N)C(O)=O	1.32
UDP GlcNAc	HMDB0000290	445675	16264	C00043	5281	CC(=O)N[C@@H]1[C@@H](O)[C@H](O)[C@@H](CO)O[C@@H]1OP(O)(=O)OP(O)(=O)OC[C@H]1O[C@H]([C@H](O)[C@@H]1O)N1C=CC(=O)NC1=O	5.51
Valine	HMDB0000883	6287	16414	C00183	5842	CC(C)[C@H](N)C(O)=O	0.98
Glycerophosphocholine	HMDB0000086	71920	16870	C00670	370	C[N+](C)(C)CCOP([O-])(=O)OC[C@@H](O)CO	3.22
Keto-methylvalerate	HMDB0000491	47	35932	C03465	5478	CCC(C)C(=O)C(O)=O	1.09
Formate	HMDB0000142	284	30751	C00058	3202	OC=O	8.45
METABOLITES_END
#END