#METABOLOMICS WORKBENCH MIDelgadoDolset_20210317_041208 DATATRACK_ID:2532 STUDY_ID:ST001733 ANALYSIS_ID:AN002822 PROJECT_ID:PR001109
VERSION             	1
CREATED_ON             	March 25, 2021, 11:06 am
#PROJECT
PR:PROJECT_TITLE                 	LC-MS Nasal Polyp analysis
PR:PROJECT_SUMMARY               	Analysis of human samples from patients with nasal polyps with and without
PR:PROJECT_SUMMARY               	allergy.
PR:INSTITUTE                     	CEMBIO
PR:LAST_NAME                     	Delgado Dolset
PR:FIRST_NAME                    	María Isabel
PR:ADDRESS                       	Urb. Montepríncipe s/n, Ctra. Boadilla del Monte km 5.3, Madrid, Madrid, 28668,
PR:ADDRESS                       	Spain
PR:EMAIL                         	maria.delgadodolset@beca.ceu.es
PR:PHONE                         	+34 913724700 4665
#STUDY
ST:STUDY_TITLE                   	Understanding systemic and local inflammation induced by nasal polyposis: role
ST:STUDY_TITLE                   	of the allergic phenotype (part-I)
ST:STUDY_SUMMARY                 	Chronic rhinosinusitis with nasal polyps (CRSwNP) is characterized by persistent
ST:STUDY_SUMMARY                 	symptoms associated to the development of nasal polyps. To this day, the
ST:STUDY_SUMMARY                 	molecular mechanisms involved are still not well defined. However, it has been
ST:STUDY_SUMMARY                 	suggested that a sustained inflammation as allergy is involved in its onset. In
ST:STUDY_SUMMARY                 	this pilot study, we aimed to look into the effect of the allergic status of the
ST:STUDY_SUMMARY                 	patient and in their underlying mechanisms. To achieve this, we recruited 22
ST:STUDY_SUMMARY                 	patients with CRSwNP and classified them in non-allergic and allergic using
ST:STUDY_SUMMARY                 	ImmunoCAP ISAC molecular diagnosis. Plasma samples were analyzed using liquid
ST:STUDY_SUMMARY                 	chromatography coupled to mass spectrometry (LC-MS). Subsequently, the
ST:STUDY_SUMMARY                 	identified changed metabolites from plasma that were commercially available were
ST:STUDY_SUMMARY                 	then analyzed by targeted analysis in some nasal polyps. Additionally, nasal
ST:STUDY_SUMMARY                 	polyp and mucosa tissue samples were examined for eosinophils and neutrophils.
ST:STUDY_SUMMARY                 	We found that 9 out of the 22 patients were sensitized to some aeroallergens
ST:STUDY_SUMMARY                 	(named as allergic). The other 13 patients had no sensitizations (non-allergic).
ST:STUDY_SUMMARY                 	Regarding metabolomics, we found that bilirubin, cortisol,
ST:STUDY_SUMMARY                 	lysophosphatidylcholines (LPCs) 16:0, 18:0 and 20:4 and lysophosphatidylinositol
ST:STUDY_SUMMARY                 	(LPI) 20:4, metabolites that are usually related to a sustained allergic
ST:STUDY_SUMMARY                 	inflammation, were unexpectedly increased in the plasma of non-allergic patients
ST:STUDY_SUMMARY                 	with CRSwNP compared to allergic patients with CRSwNP. LPC 16:0, LPC 18:0 and
ST:STUDY_SUMMARY                 	LPI 20:4 metabolites followed the same trend in the nasal polyp as they did in
ST:STUDY_SUMMARY                 	plasma. Comparison of nasal polyps with nasal mucosa tissue showed a significant
ST:STUDY_SUMMARY                 	increase in eosinophils (p < 0.001) and neutrophils (p < 0.01) in allergic
ST:STUDY_SUMMARY                 	patients with CRSwNP. There were also more eosinophils in the polyps of
ST:STUDY_SUMMARY                 	non-allergic patients with CRSwNP than in their nasal mucosa (p <0.01). The
ST:STUDY_SUMMARY                 	polyps from non-allergic patients with CRSwNP had less eosinophils than the
ST:STUDY_SUMMARY                 	polyps of allergic patients with CRSwNP (p < 0.05). Our data suggests that there
ST:STUDY_SUMMARY                 	is a systemic inflammatory response associated to CRSwNP in the absence of
ST:STUDY_SUMMARY                 	allergy, which could be accountable for the nasal polyp development. Allergic
ST:STUDY_SUMMARY                 	patients with CRSwNP presented a higher number of eosinophils located in nasal
ST:STUDY_SUMMARY                 	polyps suggesting that eosinophilia might be connected to the development of
ST:STUDY_SUMMARY                 	nasal polyps in these patients.
ST:INSTITUTE                     	CEMBIO
ST:LAST_NAME                     	Delgado Dolset
ST:FIRST_NAME                    	María Isabel
ST:ADDRESS                       	Urb. Montepríncipe s/n, Ctra. Boadilla del Monte km 5.3, Madrid, Madrid, 28668,
ST:ADDRESS                       	Spain
ST:EMAIL                         	maria.delgadodolset@beca.ceu.es
ST:PHONE                         	+34 913724700 4665
ST:NUM_GROUPS                    	2
ST:TOTAL_SUBJECTS                	22
#SUBJECT
SU:SUBJECT_TYPE                  	Human
SU:SUBJECT_SPECIES               	Homo sapiens
SU:TAXONOMY_ID                   	9606
#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           	-	POL_11	group:allergic	RAW_FILE_NAME=POL_11.d
SUBJECT_SAMPLE_FACTORS           	-	POL_12	group:allergic	RAW_FILE_NAME=POL_12.d
SUBJECT_SAMPLE_FACTORS           	-	POL_14	group:non-allergic	RAW_FILE_NAME=POL_14.d
SUBJECT_SAMPLE_FACTORS           	-	POL_15	group:allergic	RAW_FILE_NAME=POL_15.d
SUBJECT_SAMPLE_FACTORS           	-	POL_19	group:allergic	RAW_FILE_NAME=POL_19.d
SUBJECT_SAMPLE_FACTORS           	-	POL_2	group:non-allergic	RAW_FILE_NAME=POL_2.d
SUBJECT_SAMPLE_FACTORS           	-	POL_20	group:non-allergic	RAW_FILE_NAME=POL_20.d
SUBJECT_SAMPLE_FACTORS           	-	POL_21	group:allergic	RAW_FILE_NAME=POL_21.d
SUBJECT_SAMPLE_FACTORS           	-	POL_22	group:non-allergic	RAW_FILE_NAME=POL_22.d
SUBJECT_SAMPLE_FACTORS           	-	POL_23	group:non-allergic	RAW_FILE_NAME=POL_23.d
SUBJECT_SAMPLE_FACTORS           	-	POL_24	group:allergic	RAW_FILE_NAME=POL_24.d
SUBJECT_SAMPLE_FACTORS           	-	POL_25	group:allergic	RAW_FILE_NAME=POL_25.d
SUBJECT_SAMPLE_FACTORS           	-	POL_28	group:allergic	RAW_FILE_NAME=POL_28.d
SUBJECT_SAMPLE_FACTORS           	-	POL_29	group:non-allergic	RAW_FILE_NAME=POL_29.d
SUBJECT_SAMPLE_FACTORS           	-	POL_31	group:non-allergic	RAW_FILE_NAME=POL_31.d
SUBJECT_SAMPLE_FACTORS           	-	POL_4	group:non-allergic	RAW_FILE_NAME=POL_4.d
SUBJECT_SAMPLE_FACTORS           	-	POL_5	group:non-allergic	RAW_FILE_NAME=POL_5.d
SUBJECT_SAMPLE_FACTORS           	-	POL_6	group:non-allergic	RAW_FILE_NAME=POL_6.d
SUBJECT_SAMPLE_FACTORS           	-	POL_8	group:non-allergic	RAW_FILE_NAME=POL_8.d
#COLLECTION
CO:COLLECTION_SUMMARY            	We obtained 20 ml of heparinized blood from 19 out of the 22 patients. We used a
CO:COLLECTION_SUMMARY            	Ficoll-Paque (GE Healthcare™) density gradient centrifugation to obtain
CO:COLLECTION_SUMMARY            	plasma. Plasma samples were stored at -80ºC.
CO:SAMPLE_TYPE                   	Blood (plasma)
CO:STORAGE_CONDITIONS            	-80℃
#TREATMENT
TR:TREATMENT_SUMMARY             	Plasma from heparinized blood was collected using a Ficoll-Paque (GE
TR:TREATMENT_SUMMARY             	Healthcare™) density gradient centrifugation.
#SAMPLEPREP
SP:SAMPLEPREP_SUMMARY            	Plasma proteins were removed by adding 300 µL of cold (-20 ℃)
SP:SAMPLEPREP_SUMMARY            	methanol:ethanol (1:1) to 100 µL of sample. Samples were then vortex-mixed and
SP:SAMPLEPREP_SUMMARY            	stored on ice for 5 min. Supernatant containing the metabolites was separated
SP:SAMPLEPREP_SUMMARY            	from the pellet by centrifugation (16,000 × g for 20 min at 4 ℃), then put
SP:SAMPLEPREP_SUMMARY            	into a LC vial for analysis. Quality control sample (QC) was prepared by pooling
SP:SAMPLEPREP_SUMMARY            	equal volumes of plasma from each sample. QC followed the same procedure applied
SP:SAMPLEPREP_SUMMARY            	for the experimental samples and was analysed throughout the run to provide a
SP:SAMPLEPREP_SUMMARY            	measurement of system stability, performance and reproducibility. All samples
SP:SAMPLEPREP_SUMMARY            	were randomised before metabolite extraction and for the corresponding
SP:SAMPLEPREP_SUMMARY            	analytical run.
#CHROMATOGRAPHY
CH:CHROMATOGRAPHY_SUMMARY        	Compound separation was performed on an Agilent HPLC system (1200 series,
CH:CHROMATOGRAPHY_SUMMARY        	Agilent Technologies, Waldbronn, Germany) equipped with a degasser, two binary
CH:CHROMATOGRAPHY_SUMMARY        	pumps, and a thermostated auto sampler. A volume of 10 μL of sample were
CH:CHROMATOGRAPHY_SUMMARY        	injected into a Discovery HS C18 column (2.1 mm × 150 mm, 3.0 μm; Supelco,
CH:CHROMATOGRAPHY_SUMMARY        	Sigma Aldrich, Germany), with a guard column Discovery® HS C18 (2 cm × 2.1 mm,
CH:CHROMATOGRAPHY_SUMMARY        	3 μm; Supelco, Sigma Aldrich, Germany), both maintained at 40 ℃. The flow
CH:CHROMATOGRAPHY_SUMMARY        	rate was set at 0.6 mL/min. The elution gradient involved a mobile phase
CH:CHROMATOGRAPHY_SUMMARY        	consisting of: (A) 0.1% formic acid (FA) in water, and (B) 0.1% FA in
CH:CHROMATOGRAPHY_SUMMARY        	acetonitrile. Initial conditions were set at 25% phase B, which increased to 95%
CH:CHROMATOGRAPHY_SUMMARY        	phase B in 35 min; then, it was re-equilibrated for 1 min and finally held for 9
CH:CHROMATOGRAPHY_SUMMARY        	min in the initial conditions.
CH:CHROMATOGRAPHY_TYPE           	Reversed phase
CH:INSTRUMENT_NAME               	Agilent 1200
CH:COLUMN_NAME                   	Discovery HS C18 column (2.1 mm × 150 mm, 3.0 μm)
CH:FLOW_RATE                     	0.6 mL/min
CH:COLUMN_TEMPERATURE            	40ºC
CH:SOLVENT_A                     	0.1% formic acid in water
CH:SOLVENT_B                     	0.1% FA in 100% acetonitrile
#ANALYSIS
AN:ANALYSIS_TYPE                 	MS
AN:LABORATORY_NAME               	CEMBIO
#MS
MS:INSTRUMENT_NAME               	Agilent 6520 QTOF
MS:INSTRUMENT_TYPE               	QTOF
MS:MS_TYPE                       	ESI
MS:ION_MODE                      	POSITIVE
MS:MS_COMMENTS                   	The capillary voltage was set at 3,500 V. The drying gas flow rate was 10.5
MS:MS_COMMENTS                   	L/min at 330 ℃ and gas nebulizer at 52 psi; fragmentor voltage was 175 V;
MS:MS_COMMENTS                   	skimmer and octopole radio frequency voltage (OCT RF Vpp) were set to 65 and 750
MS:MS_COMMENTS                   	V. Data were collected in the centroid mode at a scan rate of 1.2 spectra per
MS:MS_COMMENTS                   	second. Mass spectrometry detection was performed in full scan from 100 to 1200
MS:MS_COMMENTS                   	m/z. The reference m/z ions were purine (121.0508) and HP-0921 (922.0097). These
MS:MS_COMMENTS                   	masses were continuously infused into the system to allow constant mass
MS:MS_COMMENTS                   	correction. Samples were analysed in separate runs. Acquired data were cleaned
MS:MS_COMMENTS                   	of background noises and unrelated ions using MassHunter Profinder (B.06.00,
MS:MS_COMMENTS                   	Agilent Technologies) software. “Molecular feature extraction” and “Find
MS:MS_COMMENTS                   	by ion” algorithms were applied to reduce the size and complexity of data, and
MS:MS_COMMENTS                   	to improve the reliability in finding the features. 1654 chemical signals were
MS:MS_COMMENTS                   	obtained. Then, data was filtered, and only those features detected in >50% in
MS:MS_COMMENTS                   	QCs and with a Relative Standard Deviation (RSD) <30% in Qcs were kept,
MS:MS_COMMENTS                   	resulting in 535 signals.
MS:MS_RESULTS_FILE               	ST001733_AN002822_Results.txt	UNITS:peak area	Has m/z:Yes	Has RT:Yes	RT units:Minutes
#END