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The Carnitine Shuttle Pathway is Altered in Patients With Neovascular Age-Related Macular Degeneration.

ABSTRACT: Purpose:To identify metabolites and metabolic pathways altered in neovascular age-related macular degeneration (NVAMD). Methods:We performed metabolomics analysis using high-resolution C18 liquid chromatography-mass spectrometry on plasma samples from 100 NVAMD patients and 192 controls. Data for mass/charge ratio ranging from 85 to 850 were captured, and metabolic features were extracted using xMSanalyzer. Nested feature selection was used to identify metabolites that discriminated between NVAMD patients and controls. Pathway analysis was performed with Mummichog 2.0. Hierarchical clustering was used to examine the relationship between the discriminating metabolites and NVAMD patients and controls. Results:Of the 10,917 metabolic features analyzed, a set of 159 was identified that distinguished NVAMD patients from controls (area under the curve of 0.83). Of these features, 39 were annotated with confidence and included multiple carnitine metabolites. Pathway analysis revealed that the carnitine shuttle pathway was significantly altered in NVAMD patients (P = 0.0001). Tandem mass spectrometry confirmed the molecular identity of five carnitine shuttle pathway acylcarnitine intermediates that were increased in NVAMD patients. Hierarchical cluster analysis revealed that 51% of the NVAMD patients had similar metabolic profiles, whereas the remaining 49% displayed greater variability in their metabolic profiles. Conclusions:Multiple long-chain acylcarnitines that are part of the carnitine shuttle pathway were significantly increased in NVAMD patients compared to controls, suggesting that fatty acid metabolism may be involved in NVAMD pathophysiology. Cluster analysis suggested that clinically indistinguishable NVAMD patients can be separated into distinct subgroups based on metabolic profiles.

SUBMITTER: Mitchell SL

PROVIDER: S-EPMC6188466 | biostudies-literature | 2018 Oct

REPOSITORIES: biostudies-literature

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The Carnitine Shuttle Pathway is Altered in Patients With Neovascular Age-Related Macular Degeneration.

Mitchell Sabrina L SL Uppal Karan K Williamson Samantha M SM Liu Ken K Burgess L Goodwin LG Tran ViLinh V Umfress Allison C AC Jarrell Kelli L KL Cooke Bailey Jessica N JN Agarwal Anita A Pericak-Vance Margaret M Haines Jonathan L JL Scott William K WK Jones Dean P DP Brantley Milam A MA

Investigative ophthalmology & visual science 20181001 12

<h4>Purpose</h4>To identify metabolites and metabolic pathways altered in neovascular age-related macular degeneration (NVAMD).<h4>Methods</h4>We performed metabolomics analysis using high-resolution C18 liquid chromatography-mass spectrometry on plasma samples from 100 NVAMD patients and 192 controls. Data for mass/charge ratio ranging from 85 to 850 were captured, and metabolic features were extracted using xMSanalyzer. Nested feature selection was used to identify metabolites that discriminat ...[more]

PMID: 30326066

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Project description:PurposeTo evaluate the diagnostic accuracy of routinely used tests of visual function and retinal morphology compared with fundus fluorescein angiography (FFA) to detect onset of active macular neovascularization in unaffected fellow eyes of patients with unilateral neovascular age-related macular degeneration (nAMD).DesignProspective diagnostic accuracy cohort study conducted in 24 eye clinics in the United Kingdom over 3 years.ParticipantsOlder adults (>50 years) with recently diagnosed unilateral nAMD with a fellow (study) eye free of nAMD.MethodsSelf-reported vision, Amsler, clinic-measured visual acuity (VA), fundus assessment, and spectral domain OCT. The reference standard is FFA.Main outcome measuresSensitivity and specificity of the 5 index tests.ResultsOf 552 participants monitored for up to 3 years, 145 (26.3%) developed active nAMD in the study eye, of whom 120 had an FFA at detection and constituted the primary analysis cohort. Index test positives at nAMD detection in those confirmed by FFA were self-reported vision much worse (5), distortion on Amsler (33), 10-letter decrease in acuity from baseline (36), fundus examination (64), and OCT (110). Percentage index test sensitivities were: self-reported vision 4.2 (95% confidence interval [CI], 1.6-9.8); Amsler 33.7 (95% CI, 25.1-43.5); VA 30.0 (95% CI, 22.5-38.7); fundus examination 53.8 (95% CI, 44.8-62.5); and OCT 91.7 (95% CI, 85.2-95.6). All 5 index test specificities were high at 97.0 (95% CI, 94.6-98.5), 81.4 (95% CI, 76.4-85.5), 66.3 (95% CI, 61.0-71.1), 97.6 (95% CI, 95.3-98.9), and 87.8 (95% CI, 83.8-90.9), respectively. The combination of OCT with one other index test that was a secondary outcome measure increased sensitivity marginally and decreased specificity for all combinations except fundus examination.ConclusionsTests of self-reported change in vision, unmasking of new distortion, measurements of acuity, and fundus checks to diagnose active nAMD performed poorly in contrast to OCT. Our findings support a change to guidelines in clinical practice to monitor for onset of nAMD.

Dataset Information

The Carnitine Shuttle Pathway is Altered in Patients With Neovascular Age-Related Macular Degeneration.

Publications

The Carnitine Shuttle Pathway is Altered in Patients With Neovascular Age-Related Macular Degeneration.

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