#METABOLOMICS WORKBENCH juliehaines_20240502_073341 DATATRACK_ID:4811 STUDY_ID:ST003185 ANALYSIS_ID:AN005231 PROJECT_ID:PR001983
VERSION             	1
CREATED_ON             	May 3, 2024, 10:13 am
#PROJECT
PR:PROJECT_TITLE                 	A multimodal drug-diet-immunotherapy combination restrains melanoma progression
PR:PROJECT_TITLE                 	and metastasis
PR:PROJECT_SUMMARY               	The genetic landscape of cancer cells can lead to specific metabolic
PR:PROJECT_SUMMARY               	dependencies for tumor growth. Dietary interventions represent an attractive
PR:PROJECT_SUMMARY               	strategy to restrict the availability of key nutrients to tumors. In this study,
PR:PROJECT_SUMMARY               	we identified that growth of a subset of melanoma was severely restricted by a
PR:PROJECT_SUMMARY               	rationally designed combination therapy of a stearoyl-CoA desaturase (SCD)
PR:PROJECT_SUMMARY               	inhibitor with an isocaloric low-oleic acid diet. Despite its importance in
PR:PROJECT_SUMMARY               	oncogenesis, SCD underwent monoallelic co-deletion along with PTEN on chromosome
PR:PROJECT_SUMMARY               	10q in about 47.5% of melanoma, and the other SCD allele was methylated,
PR:PROJECT_SUMMARY               	resulting in very low SCD expression. While this SCD deficient subset was
PR:PROJECT_SUMMARY               	refractory to SCD inhibitors, the subset of PTEN wildtype melanoma that retained
PR:PROJECT_SUMMARY               	SCD was sensitive. As dietary oleic acid could potentially blunt the effect of
PR:PROJECT_SUMMARY               	SCD inhibitors, a low-oleic acid custom diet was combined with SCD inhibitor.
PR:PROJECT_SUMMARY               	The combination reduced monounsaturated fatty acids and increased saturated
PR:PROJECT_SUMMARY               	fatty acids, inducing robust apoptosis and growth suppression and inhibiting
PR:PROJECT_SUMMARY               	lung metastasis with minimal toxicity in preclinical mouse models of PTEN
PR:PROJECT_SUMMARY               	wildtype melanoma. When combined with anti-PD1 immunotherapy, the SCD inhibitor
PR:PROJECT_SUMMARY               	improved T cell functionality and further constrained melanoma growth in mice.
PR:PROJECT_SUMMARY               	Collectively, these results suggest that optimizing SCD inhibitors with diets
PR:PROJECT_SUMMARY               	low in oleic acid may offer a viable and efficacious therapeutic approach for
PR:PROJECT_SUMMARY               	improving melanoma treatment.
PR:INSTITUTE                     	University of Colorado Anschutz Medical Campus
PR:LABORATORY                    	Lab of Angelo D'Alessandro in collaboration with lab of Biplab Dasgupta
PR:LAST_NAME                     	Haines
PR:FIRST_NAME                    	Julie
PR:ADDRESS                       	12801 E 17th Ave, Room 1303, Aurora, Colorado, 80045, USA
PR:EMAIL                         	julie.haines@cuanschutz.edu
PR:PHONE                         	3037243339
#STUDY
ST:STUDY_TITLE                   	A multimodal drug-diet-immunotherapy combination restrains melanoma progression
ST:STUDY_TITLE                   	and metastasis - plasma lipidomics
ST:STUDY_SUMMARY                 	Lipidomics profiling of immunocompetent B16F10 model of melanoma to examine
ST:STUDY_SUMMARY                 	lipid levels in mouse plasma following reduced oleic acid content in diet
ST:STUDY_SUMMARY                 	combined with the stearyl CoA desaturase inhibitor CAY10566.
ST:INSTITUTE                     	University of Colorado Anschutz Medical Campus
ST:LAST_NAME                     	Haines
ST:FIRST_NAME                    	Julie
ST:ADDRESS                       	12801 E 17th Ave, Room 1303, Aurora, Colorado, 80045, USA
ST:EMAIL                         	julie.haines@cuanschutz.edu
ST:PHONE                         	3037243339
#SUBJECT
SU:SUBJECT_TYPE                  	Mammal
SU:SUBJECT_SPECIES               	Mus musculus
SU:GENDER                        	Not applicable
#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           	-	DS2-039-021	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-021
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-022	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-022
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-023	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-023
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-024	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-024
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-025	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-025
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-026	factor:vehicle + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-026
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-027	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-027
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-028	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-028
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-029	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-029
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-030	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-030
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-031	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-031
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-032	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-032
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-033	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-033
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-034	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-034
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-035	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-035
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-036	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-036
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-037	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-037
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-038	factor:Vehicle + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-038
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-039	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-039
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-040	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-040
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-041	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-041
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-042	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-042
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-043	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-043
SUBJECT_SAMPLE_FACTORS           	-	DS2-039-044	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	RAW_FILE_NAME(raw file name)=DS2-039-044
#COLLECTION
CO:COLLECTION_SUMMARY            	After two weeks of treatment, retroorbital whole blood samples were collected
CO:COLLECTION_SUMMARY            	following Isoflurane sedation. The samples were obtained using heparinized
CO:COLLECTION_SUMMARY            	capillary tubes (Catalog Number: 22-362566). Subsequently, these samples were
CO:COLLECTION_SUMMARY            	placed into tubes containing K2E (Catalog Number: 365974), with a bulb used to
CO:COLLECTION_SUMMARY            	drain the capillary tube (Catalog Number: 22-362566). The tubes were centrifuged
CO:COLLECTION_SUMMARY            	for 15 minutes at 2,000 x g (4°C). The resulting plasma (supernatant) was
CO:COLLECTION_SUMMARY            	collected and aliquoted into 1.5ml Eppendorf tubes and stored at -80°C.
CO:SAMPLE_TYPE                   	Blood (plasma)
#TREATMENT
TR:TREATMENT_SUMMARY             	All animal procedures were carried out in accordance with the IACUC-approved
TR:TREATMENT_SUMMARY             	protocol of Cincinnati Children’s Hospital Medical Center. Animals were
TR:TREATMENT_SUMMARY             	monitored daily by Veterinary Services. For subcutaneous tumor implantation,
TR:TREATMENT_SUMMARY             	1x10^6 B16F10 cells were mixed with matrigel 1:1 and implanted subcutaneously
TR:TREATMENT_SUMMARY             	into NOD-SCID IL2Rgnull or C57BL/6 mice, respectively. CAY10566 was suspended in
TR:TREATMENT_SUMMARY             	0.5% Methyl Cellulose in water with 0.2% Tween 80 at 9 parts per 1 part DMSO
TR:TREATMENT_SUMMARY             	stock. CAY10566 was administered at 30mg/kg via oral gavage, twice daily, with a
TR:TREATMENT_SUMMARY             	drug holiday during the weekends. Treatment began three days after tumor cell
TR:TREATMENT_SUMMARY             	implantation (bilateral tumors in n=4 per group). Mice were euthanized17 days
TR:TREATMENT_SUMMARY             	after tumor cell injection/14 days after the start of treatment.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	For plasma analysis, 20 µL of plasma was aliquoted into 1.5 mL Eppendorf tubes
SP:SAMPLEPREP_SUMMARY            	followed by 480 µL cold MeOH. Samples were then vortexed for 30 minutes,
SP:SAMPLEPREP_SUMMARY            	insoluble material was pelleted by centrifugation (18000g, 10 min) and
SP:SAMPLEPREP_SUMMARY            	supernatants were isolated for analysis by UHPLC-MS.
SP:PROCESSING_STORAGE_CONDITIONS 	4℃
SP:EXTRACT_STORAGE               	-80℃
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Negative C18 global lipidomics
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Thermo Vanquish
CH:COLUMN_NAME                   	Phenomenex Kinetex C18 (30 x 2.1mm,1.7um)
CH:SOLVENT_A                     	75% water/25% acetonitrile; 5 mM ammonium acetate
CH:SOLVENT_B                     	90% isopropanol/10% acetonitrile; 5 mM ammonium acetate
CH:FLOW_GRADIENT                 	0-3 min 10-95% B at 0.3 mL/min, 3-4.2 min hold at 95% B at 0.3 mL/min, 4.2-4.3
CH:FLOW_GRADIENT                 	min drop to 10% B at 0.45 mL/min, 4.3-4.9 min hold at 10%B while lowering flow
CH:FLOW_GRADIENT                 	rate to 0.4 mL/min, 4.9-5 min hold at 10%B while lowering flow rate to 0.3
CH:FLOW_GRADIENT                 	mL/min.
CH:FLOW_RATE                     	0.3-0.4 ml/min
CH:COLUMN_TEMPERATURE            	45
CH:SAMPLE_INJECTION              	10 uL
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
#MS
MS:INSTRUMENT_NAME               	Thermo Q Exactive Orbitrap
MS:INSTRUMENT_TYPE               	Orbitrap
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	NEGATIVE
MS:MS_COMMENTS                   	The Q Exactive was run independently in positive and negative ion mode, scanning
MS:MS_COMMENTS                   	using full MS from 125-1500 m/z at 70,000 resolution and top 10 data-dependent
MS:MS_COMMENTS                   	MS2 at 17,500 resolution. Electrospray ionization was achieved with 45 Arb
MS:MS_COMMENTS                   	sheath gas, 25 Arb auxiliary gas, and 4 kV spray voltage. Calibration was
MS:MS_COMMENTS                   	performed prior to the run using the PierceTM Positive and Negative Ion
MS:MS_COMMENTS                   	Calibration Solutions (Thermo Fisher Scientific). Run order of samples was
MS:MS_COMMENTS                   	randomized and technical replicates were injected after every 4 samples to
MS:MS_COMMENTS                   	assess quality control.
#MS_METABOLITE_DATA
MS_METABOLITE_DATA:UNITS	peak area
MS_METABOLITE_DATA_START
Samples	DS2-039-021	DS2-039-022	DS2-039-023	DS2-039-024	DS2-039-025	DS2-039-026	DS2-039-027	DS2-039-028	DS2-039-029	DS2-039-030	DS2-039-031	DS2-039-032	DS2-039-033	DS2-039-034	DS2-039-035	DS2-039-036	DS2-039-037	DS2-039-038	DS2-039-039	DS2-039-040	DS2-039-041	DS2-039-042	DS2-039-043	DS2-039-044
Factors	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:vehicle + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:SCD inhibitor + low oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:Vehicle + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma	factor:SCD inhibitor + high oleic acid diet | Sample source:plasma
Cer(d19:1_24:1)	26689	27133	39074	39874	33246	31897	7956	8736	9146	10457	13738	13997	36641	36035	40461	47615	36708	32436	25076	25260	19709	20982	13899	14022
FA(13:0)	185787	179066	183843	185205	181763	182531	182167	185339	186833	183549	191441	189680	178635	183830	191337	190126	187298	184285	183597	196811	186533	187560	187139	188950
FA(14:0)	273190	263346	533480	531349	531987	543771	558206	567812	336826	352857	1031082	995609	195418	223193	89351	242438	263638	233838	805668	911868	806196	936688	354193	340972
FA(14:1)	9733	9280	14850	15627	22672	24988	7587	8210	7645	7770	16904	17141	16989	18515	28017	31656	39682	36884	46538	49509	58984	61562	15581	16069
FA(17:0)	55166	60471	53176	57823	68441	59844	60064	64465	60529	61742	80181	89221	52735	65853	58166	66755	59661	49752	92643	103975	92019	116714	62727	60084
FA(17:1)	14270	13847	18776	21131	23622	22171	14600	12904	12090	12887	19803	22041	16400	15046	18073	22555	23950	23285	20832	23430	22516	24481	17356	16399
FA(19:0)	13182	13658	15503	17582	13814	13706	12394	12876	14223	15381	18796	19447	13754	15602	15171	15732	13937	12948	16726	18237	21150	24326	15422	13555
FA(19:1)	8951	9492	12028	13048	12375	12256	10134	9876	9614	10156	15064	14921	9984	8700	14887	14742	15475	14831	14960	16279	19749	20144	11930	11330
FA(20:0)	58554	47036	56980	56333	43014	105130	107614	83018	65105	64380	115128	193670	51068	69455	38951	48492	41609	72036	138863	148764	153961	215975	55926	52778
FA(20:1)	29887	29363	54492	55646	37314	37271	25822	26260	26160	28034	54143	53830	57355	57800	47837	51120	62094	58584	84903	94931	90379	101105	41504	39420
FA(20:2)	11850	13432	23131	24104	23640	25638	19313	19311	16421	18444	44545	44754	19528	17960	22006	24936	33209	32447	66578	67841	60017	64319	33785	30071
FA(20:3)	24900	25878	48610	51092	33736	35392	39882	41211	35404	34030	94209	83347	24424	33954	21017	21330	38610	36853	117888	122137	124216	133289	62788	56889
FA(20:4)	156336	163117	215850	221426	177290	180935	207186	202312	155536	180641	314207	277427	204755	200169	126678	143711	200365	183306	311610	367712	493267	507624	284768	273293
FA(20:5)	25573	22551	32546	34017	26822	23944	25520	23559	50396	51627	120931	120969	39768	35434	31452	33310	29644	26372	83424	93815	102874	107831	100022	91745
FA(22:0)	30479	27595	27526	28443	25475	61461	53181	31009	27678	29747	27136	71553	38756	44467	34211	40762	34981	48602	26229	29680	29204	52047	29665	21029
FA(22:1)	10438	10656	13791	13922	11071	11191	9566	8914	10065	10152	10289	11216	14580	15959	12344	12851	13841	13477	11537	11947	12078	12094	11088	9972
FA(22:4)	13591	13116	21232	23575	19778	20749	21959	21983	16574	18670	34840	34582	19341	18023	16013	15840	29356	29405	38903	38325	57321	58903	30392	26090
FA(22:5)	24799	24978	40607	41143	38636	44732	48718	50948	51086	56404	130803	120049	43930	41647	46774	48455	57035	56086	121328	134624	152126	163107	93007	89426
FA(22:6)	150073	164119	221585	237172	281067	289606	314384	305824	310965	344757	611859	597111	345007	331279	348635	360013	472827	461778	825892	920255	1288589	1312539	565233	544790
FA(23:0)	8544	12108	9749	8914	8532	8154	9474	10868	9220	8980	8560	9621	7575	11463	12374	12155	9821	8996	7170	7453	7130	7986	11809	6420
FA(24:0)	30014	37723	28458	27631	23804	25932	32472	32836	30300	35802	26052	34358	35316	40438	29926	31782	33544	30841	23869	25871	29860	31653	33578	22998
FA(24:1)	6368	7749	8669	8586	10601	8313	4284	4215	5936	7095	7893	9727	10873	10839	14613	14108	16441	16665	8526	10080	10860	11100	7313	7521
FA(24:5)	1646	1515	2426	2660	2349	2449	4040	4221	3354	3569	12310	11998	2715	2863	2391	2724	3530	3041	15518	18130	14082	14394	6206	6558
FA(24:6)	3585	3713	6091	6657	5649	6061	7857	7373	9421	9559	27589	24907	5992	5788	3563	3985	8621	7032	37796	43479	24707	25445	12426	12426
FA(26:0)	13223	17158	9540	9292	9099	10894	11935	12884	13106	11951	12019	12288	9810	12146	9636	11773	10190	8104	7491	11037	9995	10375	15710	11293
LPC(19:2)	2296888	2245431	2837909	3259754	2722536	2744720	2627126	2482286	2301249	2685206	3588141	3123934	2732325	2783449	2595957	2569063	2965508	2536759	3044556	3616106	2727646	2853006	3005422	3203226
LPC(19:3)	17338	33786	46888	26354	35251	21935	40181	35243	19737	20622	40726	40387	32865	15160	16693	17090	22797	24673	44467	51484	36482	37414	41264	36158
LPC(21:0)	13449	13366	14421	16889	13341	12823	14467	13149	14193	17497	15819	14422	14023	13683	15140	15330	14643	14249	14398	15170	14625	12905	13710	13436
LPC(21:1)	18915	16259	23300	23639	19238	22155	3367	3218	3327	3863	4198	2950	21835	23450	28447	28554	25369	24432	6593	8085	8762	9542	7298	7580
LPC(21:2)	13000	13773	20128	18133	20834	15737	7509	6171	6170	6193	10971	10101	18499	17161	15734	16782	19263	18648	18526	18974	10985	12360	12376	10599
LPC(21:4)	469897	499905	459262	510517	579638	480204	468470	439750	287987	299745	514153	471995	633150	632656	390765	446996	666662	520244	591236	586616	666484	667153	772495	687757
LPC(21:5)	30015	31958	45880	49820	31566	30553	28076	23203	52820	57819	98044	99091	42754	41741	51848	55283	35364	30008	85517	84998	89788	87242	111883	103846
LPC(23:5)	8407	9180	12906	13670	9516	9715	10876	10298	10965	12380	18247	20174	9039	9446	14759	14202	11787	8710	18273	20128	15542	16939	15242	12222
LPC(23:6)	264516	274909	284784	344446	366888	331694	237821	227091	219767	237759	268583	239147	387363	443780	358232	426025	399737	293753	368761	373768	400887	385977	344080	362633
LPC(25:0)	8386	8129	9340	8977	8763	8454	10762	10492	11288	12094	10964	12404	9370	8259	17586	17027	11879	11327	12194	11944	10594	11805	12784	11705
LPI(18:0)	8218	9056	9572	10697	10667	8534	10609	10696	11657	12327	14623	12646	13636	13450	12599	14596	11219	10785	12171	16122	14280	13980	14514	13680
LPI(20:4)	10708	12052	11952	13811	9648	10245	11363	10331	11209	11187	19462	13571	12816	13559	15584	8427	9319	9655	17539	21384	24108	17890	12690	15985
PC(15:0_16:0)	29344	29406	31419	32180	39196	36462	30543	31488	26095	25915	699	976	195	1932	264	12579	131	48	109	2125	424	402	128	82
PC(15:0_18:2)	62799	64804	60236	66339	97173	87331	87498	85460	53577	56134	36477	33902	18961	23339	31960	35491	21974	21416	18430	17415	13652	13172	21901	21000
PC(16:0_17:0)	170503	140965	144643	125071	123890	144307	86538	101431	92663	91053	119782	117505	111194	109755	140339	141413	147369	144152	104318	117421	115008	104930	126508	134155
PC(16:0_18:1)	36680	48974	71334	48980	51615	39239	18851	18240	21269	17614	19849	24428	51105	69450	60116	64873	51480	45494	54356	48940	43928	45346	49790	47638
PC(16:0_18:2)	146339	133015	132513	156107	102165	163199	152014	136834	162139	172434	146860	150148	132180	130084	135744	122578	112848	126602	136388	142083	103240	111539	145149	151484
PC(16:0_19:0)	87498	86546	98586	106774	93268	96910	63416	59725	52658	64155	72000	77982	68151	68155	52648	59620	73773	74276	77228	78024	79691	79647	84442	92775
PC(16:0_20:3)	15191	16020	17309	16048	19244	18712	10152	8855	12112	8533	11343	11044	17751	19152	20501	23257	22020	20589	14351	12609	13221	10835	12985	11416
PC(16:0_20:4)	42897	42518	28152	41137	42552	44127	43240	45907	30722	36632	45348	35223	40090	46816	44760	45970	26583	30885	38659	39536	46325	43240	40334	51331
PC(17:0_16:1)	33547	38615	117239	113596	104934	72813	17457	23982	15249	9283	4872	3289	65101	60488	48007	41098	9031	22171	17411	6158	675	715	7782	4922
PC(17:0_18:1)	1254383	1327566	1645050	1657244	1259916	1151071	685593	703719	564120	595501	665996	852451	1848985	1756449	1798197	1802268	1321004	1201974	1665418	1735685	1463962	1522368	1424947	1510506
PC(17:0_18:2)	3938448	3853423	3890258	4165775	3947152	3962583	4239683	3920477	4287034	4986330	4345146	4340357	3774732	3612658	4906518	4627834	3873396	3378599	3877556	4181517	3201148	3268893	3944420	4270079
PC(17:0_20:3)	932517	966665	1065898	1021731	1057125	1053453	631445	602262	689113	651679	708198	782067	967311	1065068	1021168	1193830	1083660	1066571	884981	914908	647398	683051	722430	748994
PC(17:0_20:5)	211994	177792	195870	192926	181155	165192	136222	137630	296973	334872	418683	427033	220366	227494	359368	364011	180641	168010	328643	327791	294756	275037	480032	481566
PC(17:1_18:2)	258644	154884	256735	276111	321541	296604	147840	150586	148670	166556	149363	149143	252559	264908	271343	274523	243252	224248	163054	154788	114976	103195	153104	160446
PC(18:0_18:1)	28887	29755	38901	32745	27263	34045	13139	14897	16323	15893	9965	11099	38480	41183	46841	49781	37760	35396	27779	28209	19763	20839	27727	26937
PC(18:0_18:2)	145701	155961	166607	170787	167647	164498	143661	130920	177158	183146	133078	132983	161571	141269	269738	264522	185803	172692	104717	129566	88164	98491	116755	121341
PC(18:0_20:4)	44666	65382	30453	31353	36120	37544	41939	44077	30383	30364	30524	28183	46877	60954	48740	47911	53712	67852	22609	43390	29053	39089	38196	37215
PC(18:0_22:6)	24029	25094	22631	22257	22204	22960	17802	18265	19139	20511	16256	17231	28926	30681	36670	40422	33165	32260	19062	13932	17173	21591	22158	16350
PC(18:1_23:6)	108626	109276	106000	103114	124723	135197	42847	43853	32673	36040	43669	25514	149078	170433	166957	185997	168709	161298	56434	63426	76961	74933	73546	59341
PC(18:2_19:2)	1240617	1168625	301369	1036812	1061500	1123768	1140973	1190025	1077012	1063654	290689	970897	1310276	1414988	1164604	1278688	1194292	1121057	1250755	1135066	1132952	1111455	1724842	1460750
PC(18:2_21:4)	1407163	1448032	1531713	1476828	1501633	1444624	1394950	57060	1223916	1137727	1608199	1716688	1797265	1939087	2596564	2896193	1666261	1679034	1629442	1598053	1598038	1733891	1761914	1723677
PC(18:2_21:5)	10346	16579	16271	12578	27567	11625	18141	17349	9731	12975	25281	20465	27497	22532	37783	44217	48374	54442	29683	30072	27170	25345	22669	21824
PC(19:0_18:1)	701144	685397	793398	860991	554418	638217	355792	417439	432133	400471	374795	371682	865935	986685	804754	865685	637213	638305	649541	728334	632661	641183	698780	663445
PC(19:0_18:2)	3593436	3208902	4836409	3410653	5057064	4327652	4209468	4058151	6016781	5854744	4368062	4020395	3115071	4639355	3844759	3678824	3900832	2764193	3367878	3547733	2436674	2725179	2816523	2922887
PC(19:0_20:2)	65802	68399	112581	87411	88860	90024	41505	44291	56479	50843	49061	39542	87602	103473	84468	98365	67722	84431	73792	73173	50610	39179	48880	54036
PC(19:0_20:3)	324844	319053	473964	422540	291981	289718	392875	357219	394151	428299	477483	514024	406639	383466	247202	271574	278573	275041	603513	589391	504082	502754	401210	383856
PC(19:0_20:4)	873403	1036248	934867	810682	904955	718307	941374	1050970	661635	636568	857654	725643	1116606	1323781	890293	902595	975233	1161793	769126	865157	1148927	936363	1000734	1045783
PC(19:0_22:5)	43508	39004	53700	54578	39757	40255	72118	65346	66042	36959	85769	97278	57225	53654	74362	65585	53972	44869	91668	79252	80027	78164	61285	52430
PC(19:0_22:6)	557167	597862	603752	493068	445478	489152	559333	547901	577162	614257	519521	622508	573221	595370	871242	966904	515277	539123	570715	560001	690166	689218	553656	617852
PC(19:1_20:4)	323916	327950	322671	324597	301335	277767	218166	214901	296598	269446	344196	356070	381050	407182	430205	431022	373333	361941	342709	363832	343847	363921	377327	337328
PC(20:0_18:2)	47840	49619	63090	48158	68713	60107	20403	20386	45970	49509	25190	27988	46771	50318	91052	77329	53697	50835	25781	25642	15339	15946	25098	23589
PC(O-16:0_22:6)	176485	156979	176596	161283	132478	139977	247520	239141	225034	266916	195537	189918	123396	128004	307739	333064	154440	139031	186722	195230	197001	201117	225413	255440
PC(O-16:1_18:2)	45476	38893	49282	37013	37557	37354	50631	51010	57016	62885	46268	44441	41530	35731	17306	27036	36863	31383	48854	52215	44106	43966	46401	57133
PC(O-17:0_20:4)	28617	24347	19985	21582	31208	22185	67642	73495	61355	63633	54986	51291	21374	22017	37939	39089	27218	23215	33896	38748	47895	43417	63145	63207
PC(O-17:1_20:4)	21242	21173	15221	12489	13406	15600	38286	36295	29882	27993	25540	22674	13719	14024	31252	33867	21072	19821	24045	23210	26097	24335	37583	33895
PC(O-18:0_18:2)	28329	30578	33617	30205	26091	28185	37537	34578	43633	49962	35040	31656	19806	23142	32382	35225	24699	22954	32674	34361	27236	27665	29512	35399
PC(O-18:0_20:4)	86028	82892	90967	85081	64163	65710	121182	123197	83836	103805	62888	60581	63806	62326	97139	126281	62612	56723	62752	62812	76069	86569	85309	91693
PC(O-19:0_20:4)	20468	20002	20326	17997	17345	18482	68491	71516	53594	69553	46581	54629	15753	15105	28733	28711	17225	16033	43433	42735	50324	52127	58159	69906
PC(O-19:0_22:6)	12495	11458	10399	9887	10765	9471	37574	36967	32814	43133	30687	28694	8696	10526	21619	22493	10756	12303	25058	25461	27506	27194	34746	33451
PC(O-19:1_16:0)	27188	28984	24711	21579	28131	29829	12930	13947	11228	11843	12905	14335	29137	32470	42981	46500	55296	48411	39569	40178	28256	32456	39184	37252
PC(O-20:0_18:1)	14262	14301	14927	15050	15593	15043	12898	14535	14362	17666	21877	17320	13688	14411	19124	23239	20680	19865	18874	20583	13497	15528	18112	18174
PC(O-4:0_13:1)	84055	93534	123360	153347	111256	106912	15074	13016	13294	13412	23851	22598	104976	107060	98832	107414	96783	91953	27934	33502	20600	24411	34495	32199
PC(P-5:0_16:3)	488669	499927	499931	511079	536835	520328	437432	427893	288074	334540	452089	470458	661418	676988	423056	393881	542081	570096	525298	542378	687325	741256	655327	603117
PE(16:0_18:1)	11014	13442	15844	15910	14544	12657	6582	7542	7640	6526	9734	8047	18489	19441	24283	23920	10780	12254	14029	15194	10308	9669	11701	12496
PE(16:0_20:4)	99762	101390	105372	112037	87096	98553	138659	131102	127253	142907	211664	162860	148571	147229	328996	416083	80559	81105	149158	138541	154718	152553	131112	162035
PE(16:0_20:5)	8406	9675	10285	10383	7019	8018	7211	7504	27228	18290	27248	26120	9610	16414	38908	49668	4808	4982	17814	17413	15061	14875	17936	17391
PE(18:0_22:6)	78559	85414	57426	65186	75165	77352	74061	73579	89556	86914	107935	106560	115702	117753	254510	268825	61991	53385	112120	118676	138301	147534	103721	103397
PE(18:1_18:2)	50021	49719	53958	58411	58348	53924	34974	34291	43575	41306	42786	35234	84312	90203	193433	206796	56023	58232	45821	48445	32205	26086	35175	35294
PE(18:1_20:4)	58518	62110	61231	63416	71111	66521	42465	45111	54212	54311	73512	77280	115113	116832	221416	224021	68643	69939	78902	71882	86269	86837	62839	62412
PE(18:1_22:6)	39586	35783	30173	34384	43840	43869	15982	17950	16684	19410	32460	27714	76601	77937	154343	160593	56342	52195	32499	32837	42229	44978	28748	30861
PE(O-16:1_22:6)	150521	145121	112590	128313	138830	113315	166947	178296	140929	153511	163814	159865	110721	108691	152968	165724	116086	92885	158922	172278	127133	131487	179564	193793
PE(O-18:0_18:1)	18504	15793	18232	16275	14945	15150	8912	8801	8944	9435	8661	8061	14307	15107	15509	16514	18131	16715	23157	21613	17297	16840	19440	19678
PE(O-18:0_18:2)	39672	41065	49892	46448	39786	36813	52378	54316	50709	47201	67474	66685	27913	29154	50947	52611	35671	38481	56635	63190	51613	54091	65823	63636
PE(O-18:0_20:4)	92757	78439	103109	65675	65695	62545	145948	132109	95487	104345	85700	85117	63081	64813	117158	134486	70178	84988	83346	95852	99528	105370	101471	148566
PE(O-18:0_22:5)	28616	33091	46460	37845	22188	22793	38114	40360	34649	46060	71263	48675	16351	17700	25608	46300	24367	17360	37248	50522	39050	39664	53044	30783
PE(O-18:0_22:6)	167071	157434	168370	155209	132455	145466	240677	257615	254120	244683	194119	170413	124160	127895	289230	333877	141157	140350	173454	195216	191772	203253	244370	245419
PE(O-18:1_20:4)	165838	148470	140522	159660	140630	128060	226910	233299	162492	205718	170539	183841	125521	130504	128212	142691	112166	93478	133863	138896	143299	165412	195548	188921
PE(O-18:1_22:6)	194243	192686	163711	167644	159733	153887	237328	252907	201086	255290	165532	176929	157193	154787	220080	215923	136871	128158	198317	193589	177315	171059	238174	258845
PE(O-18:2_22:6)	48108	53095	36415	35803	42306	40492	26847	27194	22114	19723	26520	29567	38404	40613	48790	46979	44441	41738	32386	39000	29173	28381	41221	38618
PE(O-20:0_18:2)	28497	30607	32431	31175	26154	24484	35250	34723	40481	47230	33643	30242	20071	23349	34493	31105	20928	23221	32461	31248	25990	26872	34259	33858
PE(O-20:0_20:4)	84650	82879	90970	84630	64155	66573	121417	119679	83516	103847	62859	59712	59647	62252	94395	132951	57651	56659	66328	60160	73367	82612	84803	89897
PE(O-20:0_22:6)	78522	76131	80329	82114	66416	64588	110422	110623	101004	126533	72791	59032	63598	69043	152979	149167	63500	62067	67600	78005	76438	64671	85156	88084
PE(O-20:1_20:4)	54901	60139	80236	65757	45670	46085	101170	108140	50358	65566	97297	49433	44868	40741	43577	56018	35612	29657	35438	38352	37615	34927	66828	54176
PE(O-20:1_22:6)	67334	56253	56906	54930	46140	45371	54030	49817	50107	57553	31034	36666	47081	52379	77787	85758	38323	35824	35848	36267	41277	38427	51882	52615
PI(16:0_18:2)	73967	72739	58762	65427	85594	80066	53799	50815	90160	98396	60918	61404	58191	59489	87248	95449	60745	54968	44671	48873	31184	30766	60753	60413
PI(16:0_20:4)	146479	157897	142283	153945	185424	159254	97255	96093	127970	137147	98301	97760	153273	172344	222358	209376	123821	114391	103149	108893	93989	98529	124593	132495
PI(16:0_22:6)	24517	25648	22156	21568	29742	29770	19206	17486	24641	25349	21420	21323	28615	29406	46360	44754	24429	24334	20979	21432	16361	17143	26582	26168
PI(17:0_20:4)	11592	11608	9710	10512	14992	14614	5118	4830	7359	8498	5106	5676	13946	13427	23770	22835	16627	15892	5783	5939	4175	4483	7387	7039
PI(18:0_18:2)	196134	202997	193656	212370	242011	231634	127506	130033	221143	227401	124609	127341	178464	190243	231686	234226	235537	215211	104288	109229	63054	69481	130915	137857
PI(18:0_20:4)	1670999	1711098	1340951	1618057	1718417	1601566	1052738	1077419	1293030	1352887	1084275	1096958	1892253	2083336	2381620	2686389	1938100	1742771	1249676	1393464	1347690	1325799	1404138	1295119
PI(18:0_22:6)	52555	50130	40573	46197	59923	53131	37510	35503	51910	51902	35812	36911	58964	63518	105309	108699	64634	62607	35016	35039	28848	28876	40417	40401
PI(O-18:0_20:4)	4587	4456	4746	4674	3719	3305	15417	16250	11700	12560	10521	10007	2043	2404	9453	9950	3523	3374	8769	9960	10853	10627	11201	9241
PS(P-8:0_18:4)	272595	272003	278727	324601	366495	331381	237803	226715	217819	237751	268553	268782	441019	445825	379029	427701	418274	422084	368651	387684	401002	385838	416576	362516
SM(d18:1_23:0)	111843	135418	196347	170148	88338	84569	217201	200512	281340	317936	233740	216126	120960	104170	133702	142945	126770	115049	202027	229112	199651	189252	182941	186011
SM(d35:2)	60973	59544	59671	60441	51186	46577	54442	51172	51091	57971	67631	72754	55878	55225	81880	92100	60463	58099	56917	61769	64476	63239	60789	59135
SM(d37:2)	16617	15806	14045	12628	9830	11564	44599	43766	30740	26895	48728	50391	11143	14662	18951	15537	14483	13441	32968	33693	48348	50264	41117	38011
SM(d42:1)	123381	121922	145169	144987	96850	99042	74688	71929	100698	114380	105525	96386	86760	94254	113894	121889	83651	83528	74472	84652	85058	80140	82237	90262
SM(d43:3)	152928	132547	149807	125981	138222	136499	69694	68811	59499	62314	79341	78946	101098	113696	160896	180584	134322	136539	65774	73204	69051	74753	63837	72671
MS_METABOLITE_DATA_END
#METABOLITES
METABOLITES_START
metabolite_name	Lipid Class	m/z	rt
Cer(d19:1_24:1)	Cer	706.6354975	3.656524078
FA(13:0)	FA	213.1860035	2.225849503
FA(14:0)	FA	257.1758335	1.510239072
FA(14:1)	FA	225.1860035	2.196380256
FA(17:0)	FA	269.2486035	2.760183383
FA(17:1)	FA	267.2329535	2.590696688
FA(19:0)	FA	297.2799035	2.973498305
FA(19:1)	FA	295.2642535	2.819803225
FA(20:0)	FA	311.2955535	3.0673209
FA(20:1)	FA	309.2799035	2.907626158
FA(20:2)	FA	307.2642535	2.764487915
FA(20:3)	FA	305.2486035	2.633931597
FA(20:4)	FA	303.2329535	2.746131462
FA(20:5)	FA	301.2173035	2.366562096
FA(22:0)	FA	339.3268535	3.225798751
FA(22:1)	FA	337.3112035	3.08335478
FA(22:4)	FA	331.2642535	2.716847075
FA(22:5)	FA	329.2486035	2.583296765
FA(22:6)	FA	327.2329535	2.465128943
FA(23:0)	FA	353.3425035	3.294387225
FA(24:0)	FA	367.3581535	3.361490552
FA(24:1)	FA	365.3425035	3.23274616
FA(24:5)	FA	357.2799035	2.784414874
FA(24:6)	FA	355.2642535	2.671580859
FA(26:0)	FA	395.3894535	3.476083515
LPC(19:2)	LPC	578.3463455	2.211988584
LPC(19:3)	LPC	576.3306955	2.11378699
LPC(21:0)	LPC	610.4089455	2.788115563
LPC(21:1)	LPC	608.3932955	2.617677096
LPC(21:2)	LPC	606.3776455	2.476267437
LPC(21:4)	LPC	602.3463455	2.200765057
LPC(21:5)	LPC	600.3306955	2.089843248
LPC(23:5)	LPC	628.3619955	2.297241745
LPC(23:6)	LPC	626.3463455	2.201287281
LPC(25:0)	LPC	666.4715455	3.116772271
LPI(18:0)	LPI	599.3201915	2.388138276
LPI(20:4)	LPI	619.2888915	2.015530999
PC(15:0_16:0)	PC	764.5447105	3.266636874
PC(15:0_18:2)	PC	788.5447105	3.211374514
PC(16:0_17:0)	PC	792.5760105	3.365807067
PC(16:0_18:1)	PC	744.5548805	3.378567063
PC(16:0_18:2)	PC	742.5392305	3.30481091
PC(16:0_19:0)	PC	820.6073105	3.46404105
PC(16:0_20:3)	PC	768.5548805	3.345039618
PC(16:0_20:4)	PC	766.5392305	3.303807068
PC(17:0_16:1)	PC	790.5603605	3.291812201
PC(17:0_18:1)	PC	818.5916605	3.385218983
PC(17:0_18:2)	PC	816.5760105	3.316212381
PC(17:0_20:3)	PC	842.5916605	3.34192557
PC(17:0_20:5)	PC	838.5603605	3.247263951
PC(17:1_18:2)	PC	814.5603605	3.253139726
PC(18:0_18:1)	PC	832.6073105	3.430199407
PC(18:0_18:2)	PC	830.5916605	3.366054171
PC(18:0_20:4)	PC	854.5916605	3.35689957
PC(18:0_22:6)	PC	878.5916605	3.34745297
PC(18:1_23:6)	PC	890.5916605	3.304577041
PC(18:2_19:2)	PC	840.5760105	3.300647414
PC(18:2_21:4)	PC	864.5760105	3.291937253
PC(18:2_21:5)	PC	862.5603605	3.238595085
PC(19:0_18:1)	PC	846.6229605	3.477831906
PC(19:0_18:2)	PC	844.6073105	3.414740712
PC(19:0_20:2)	PC	872.6386105	3.491843982
PC(19:0_20:3)	PC	870.6229605	3.443506961
PC(19:0_20:4)	PC	868.6073105	3.403174828
PC(19:0_22:5)	PC	894.6229605	3.439039719
PC(19:0_22:6)	PC	892.6073105	3.386916711
PC(19:1_20:4)	PC	866.5916605	3.336535134
PC(20:0_18:2)	PC	858.6229605	3.453912173
PC(O-16:0_22:6)	PC	776.5599655	3.472200668
PC(O-16:1_18:2)	PC	726.5443155	3.487418379
PC(O-17:0_20:4)	PC	826.5967455	3.382675781
PC(O-17:1_20:4)	PC	824.5810955	3.362203054
PC(O-18:0_18:2)	PC	756.5912655	3.571646062
PC(O-18:0_20:4)	PC	780.5912655	3.562042793
PC(O-19:0_20:4)	PC	854.6280455	3.465793525
PC(O-19:0_22:6)	PC	878.6280455	3.44957684
PC(O-19:1_16:0)	PC	804.6123955	3.451299848
PC(O-20:0_18:1)	PC	846.6593455	3.636453722
PC(O-4:0_13:1)	PC	552.3306955	2.183250117
PC(P-5:0_16:3)	PC	602.3463455	2.20057302
PE(16:0_18:1)	PE	716.5235805	3.410846691
PE(16:0_20:4)	PE	738.5079305	3.3335338
PE(16:0_20:5)	PE	736.4922805	3.286918817
PE(18:0_22:6)	PE	790.5392305	3.417946341
PE(18:1_18:2)	PE	740.5235805	3.361998752
PE(18:1_20:4)	PE	764.5235805	3.351366031
PE(18:1_22:6)	PE	788.5235805	3.334261399
PE(O-16:1_22:6)	PE	746.5130155	3.376849123
PE(O-18:0_18:1)	PE	730.5756155	3.549966275
PE(O-18:0_18:2)	PE	728.5599655	3.495985566
PE(O-18:0_20:4)	PE	752.5599655	3.488686326
PE(O-18:0_22:5)	PE	778.5756155	3.494582341
PE(O-18:0_22:6)	PE	776.5599655	3.472666073
PE(O-18:1_20:4)	PE	750.5443155	3.423189222
PE(O-18:1_22:6)	PE	774.5443155	3.461369859
PE(O-18:2_22:6)	PE	772.5286655	3.387925061
PE(O-20:0_18:2)	PE	756.5912655	3.572198725
PE(O-20:0_20:4)	PE	780.5912655	3.56247352
PE(O-20:0_22:6)	PE	804.5912655	3.548588296
PE(O-20:1_20:4)	PE	778.5756155	3.551417362
PE(O-20:1_22:6)	PE	802.5756155	3.535363412
PI(16:0_18:2)	PI	833.5185565	3.104124087
PI(16:0_20:4)	PI	857.5185565	3.106403744
PI(16:0_22:6)	PI	881.5185565	3.085490919
PI(17:0_20:4)	PI	871.5342065	3.155938301
PI(18:0_18:2)	PI	861.5498565	3.208447992
PI(18:0_20:4)	PI	885.5498565	3.205133104
PI(18:0_22:6)	PI	909.5498565	3.190420222
PI(O-18:0_20:4)	PI	871.5705915	3.25428476
PS(P-8:0_18:4)	PS	626.3463455	2.187366407
SM(d18:1_23:0)	SM	845.6753295	3.55100549
SM(d35:2)	SM	759.5657795	3.176304261
SM(d37:2)	SM	787.5970795	3.288972515
SM(d42:1)	SM	859.6909795	3.586352966
SM(d43:3)	SM	869.6753295	3.491993457
METABOLITES_END
#END