Use of ultra high performance liquid chromatography with high resolution mass spectrometry to analyze urinary metabolome alterations following acute kidney injury in post-cardiac surgery patients.
J Mass Spectrom Adv Clin Lab
; 24: 31-40, 2022 Apr.
Article
en En
| MEDLINE
| ID: mdl-35252948
BACKGROUND: Cardiac surgery-associated acute kidney injury (AKI) can increase the mortality and morbidity, and the incidence of chronic kidney disease, in critically ill survivors. The purpose of this research was to investigate possible links between urinary metabolic changes and cardiac surgery-associated AKI. METHODS: Using ultra-high-performance liquid chromatography coupled with Q-Exactive Orbitrap mass spectrometry, non-targeted metabolomics was performed on urinary samples collected from groups of patients with cardiac surgery-associated AKI at different time points, including Before_AKI (uninjured kidney), AKI_Day1 (injured kidney) and AKI_Day14 (recovered kidney) groups. The data among the three groups were analyzed by combining multivariate and univariate statistical methods, and urine metabolites related to AKI in patients after cardiac surgery were screened. Altered metabolic pathways associated with cardiac surgery-induced AKI were identified by examining the Kyoto Encyclopedia of Genes and Genomes database. RESULTS: The secreted urinary metabolome of the injured kidney can be well separated from the urine metabolomes of uninjured or recovered patients using multivariate and univariate statistical analyses. However, urine samples from the AKI_Day14 and Before_AKI groups cannot be distinguished using either of the two statistical analyses. Nearly 4000 urinary metabolites were identified through bioinformatics methods at Annotation Levels 1-4. Several of these differential metabolites may also perform essential biological functions. Differential analysis of the urinary metabolome among groups was also performed to provide potential prognostic indicators and changes in signalling pathways. Compared with the uninjured kidney group, the patients with cardiac surgery-associated AKI displayed dramatic changes in renal metabolism, including sulphur metabolism and amino acid metabolism. CONCLUSIONS: Urinary metabolite disorder was observed in patients with cardiac surgery-associated AKI due to ischaemia and medical treatment, and the recovered patients' kidneys were able to return to normal. This work provides data on urine metabolite markers and essential resources for further research on AKI.
ACN, acetonitrile; AGC, automatic gain control; AKI, Acute kidney injury; Acute kidney injury; BMI, Body Mass Index; CRF, chronic renal failure; CV, Coefficient of Variation; Cardiac surgery; Differential analysis; FC, Fold Change; FDR, False Discovery Rate; FTMS, Fourier transform mass spectrometry; HESI, heated electrospray ionization; High-resolution mass spectrometry; IGFBP7, insulin-like growth factor binding protein-7; IL-18, interleukin-18; IS, internal standard; IT, ion injection time; KEGG, Kyoto Encyclopedia of Genes and Genomes; KIM-1, kidney injury molecule-1; L-FABP, liver type fatty acid binding protein; LCMS, Liquid Chromatography-Mass Spectrometry; MMP-7, matrix metalloproteinase-7; MeOH, methanol; NCE, normalized collision energy; NGAL, Neutrophil gelatinase-associated lipocalin; PCA, principal component analysis; PLS-DA, partial least squares discriminant analysis; PQN, Probabilistic Quotient Normalization; QC, quality control; QC-RLSC, Quality control-based robust LOESS signal correction; RPT, response permutation testing; RSD, relative standard deviation; RT, retention time; TIMP-2, tissue inhibitor of metalloproteinase-2; UHPLC-HRMS, Ultra High Performance Liquid Chromatography-High Resolution Mass Spectrometry; Urinary metabolome; VIP, variable importance in the projection; sCr, serum creatinine; uAGT, urinary angiotensinogen
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1
Colección:
01-internacional
Banco de datos:
MEDLINE
Tipo de estudio:
Prognostic_studies
Idioma:
En
Revista:
J Mass Spectrom Adv Clin Lab
Año:
2022
Tipo del documento:
Article
País de afiliación:
China