NMR - Based Metabolomics Approach to Improve Clinical Management in Patients With Respiratory Failure

For this study, all adult ICU patients will be screened for ARDS. Participants who fulfill criteria of mild ARDS (PaO2/FiO2 200-300) will be considered for possible inclusion. For comparative analysis, age matched healthy control will also be included in the study. Investigators are planning to work on the blood samples collected from the participants having mild ARDS. First samples will be collected within 72 hours of fulfilling diagnostic criteria of mild ARDS, thereafter every 72 hours till participants recovered from ARDS or discharge from the ICU or three weeks after inclusion, whichever comes first. For serum preparation, 2 ml of blood samples will be obtained in collection vial, allowed to clot for 60 minutes at room temperature. The samples will then be centrifuged at 1,200 × g for 10 minutes, collected in an eppendorf tubes, sealed and frozen at minus 80 degree Celsius till NMR experiments would be performed. Further 1D and 2D NMR spectroscopic techniques will be used for the characterization and quantitation of various metabolic components of serum.

This study is exploratory in nature to understand kinetics of NMR-based metabolomics in ARDS population. Considering approximately 20-25% of mild ARDS will eventually progress to severe ARDS, investigators will include total 120 participants (including healthy participants). Data collection for comprehends demographic profile, clinical characteristics and illness severity score Sequential Organ Failure Assessment (SOFA) score at the time of study inclusion, clinical course during ICU stay and participants outcome will be done.

NMR spectroscopy (800-MHz Bruker) of sample will be performed using an external tube containing Trimethylsilyl propanoic acid (TSP), D2O to lock the signal. Plasma/Serum samples will be thawed and subsequently centrifuged at 10,000g for 5 min at 4°C to remove any solid debris, 450 μl of each sample will be thoroughly mixed with 50 μl of NMR buffer (1.5 MKH2PO4, 2 mM NaN3, 5.8 mM sodium 3-(trimethylsilyl) propionate-2,2,3,3-d4, D2O, pH 7.4) and the resulting solution will be transferred to 5 mm or 3 mm NMR tubes. All one-dimensional spectra with water suppression will be obtained. Proton spectra will be referenced to the TSP signal (δ=0.00 ppm). The Free induction decays (FIDs) will be processed with line broadening and zero filled before Fourier transformation. The acquired spectra will be manually phased; baseline corrected and integrated using TOPSPIN 2.1.

All NMR spectra will be processed and analysed using TOPSIN 3 package. Auto and supervised peak picking will be performed with Amix and metabolites identification will be done using Metaboanlayst and BIOREFCODE database of metabolites. Standard statistical supervised and unsupervised multivariate analysis (PCA and PLSDA) will be performed.

Metabolites in the 1H NMR spectra of serum samples will be assigned using 1D, 2D, HMDB and BMRB database. Small metabolite overlapping resonances present in 1D spectrum will be confirmed by using 2D spectra including heteronuclear single quantum correlation (HSQC), correlation spectroscopy (COSY), Total correlation spectroscopy (TOCSY), J-resolved (JRES) and Human Metabolome Database and Biological magnetic resonance bank (BMRB) database.