Multi-omics liquid biopsy identifies mitochondrial dysfunction in geographic atrophy and supports the longevity-associated metabolite alpha-ketoglutarate as a therapeutic strategy
Yeh, T.-C.; Velez, G.; Prasad, A.; Lee, S. H.; Rasmussen, D.; Kumar, A.; Chadha, M.; Dabaja, M. Z.; Singh, A. M.; Sanislo, S.; Smith, S.; Mryuthyunjaya, P.; Montague, A.; Bassuk, A. G.; Almeida, D.; Dufour, A.; Mahajan, V. B.
Show abstract
Background: Mitochondrial dysfunction is an emerging metabolic hallmark of age-related diseases, yet tools to directly profile mitochondrial pathways and test metabolic interventions in the living human eye remain limited. Multi-omics ocular liquid biopsy enables real-time proteomic and metabolomic profiling of the intraocular microenvironment, complementing systemic biomarkers and imaging surrogates. Here, we used this approach to define mitochondrial and tricarboxylic acid (TCA) cycle dysregulation in geographic atrophy (GA) and to assess whether oral -ketoglutarate (-KG) supplementation can modulate mitochondrial metabolites within the eye. Methods: Mitochondrial and TCA cycle-related proteins were profiled in aqueous humor (AH) samples from patients with GA using DNA-aptamer-based proteomics. In a phase 0 study, a second cohort undergoing sequential cataract surgery provided paired AH samples collected at first-eye surgery and at second-eye surgery after interim -KG supplementation. These samples underwent targeted metabolomic profiling using hydrophilic interaction liquid chromatography coupled with mass spectrometry. Results: In GA, 64 mitochondrial proteins were differentially expressed, including coordinated TCA-cycle deficiencies marked by reduced expression of enzymes regulating TCA entry and flux, including PDHB and DLST. In the phase 0 cohort, oral -KG supplementation significantly increased intraocular -KG levels and the -KG-to-succinate ratio (P < 0.05), with coordinated shifts across TCA intermediates consistent with enhanced TCA cycle flux. Conclusions: AH proteomics demonstrated mitochondrial pathway depletion in GA, consistent with reduced oxidative bioenergetic capacity. AH metabolomics provided first-in-human in vivo evidence that systemic -KG supplementation can modify intraocular metabolites and may enhance intraocular energy metabolism. These findings support ocular liquid biopsy as a precision-health framework for per-patient biomarker-guided metabolic trials in GA.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Pre-diagnostic plasma metabolomics and the risk of exfoliation glaucoma 94%
- DHA shortage causes the early degeneration of photoreceptors and RPE in mice with peroxisomal β-oxidation deficiency 94%
- Intermittent hypoxia promotes functional neuroprotection from retinal ischemia in untreated first-generation offspring 94%
Similar papers in this journal
- An untargeted metabolomics analysis of exogenous chemicals in human milk and transfer to the infant 91%
- Pharmacometabolomics Identifies Candidate Predictor Metabolites of an L-carnitine Treatment Mortality Benefit in Septic Shock 89%
- Application of machine learning to discriminate photoreceptor cell species in xenotransplanted chimeric retinas 89%
Similar papers in this journal
- Topical administration of novel FKBP12 ligand MP-004 improves retinal function and structure in retinitis pigmentosa models. 94%
- The sialome of the retina, alteration in age-related macular degeneration (AMD) pathology and potential impacts on Complement Factor H 92%
- Metabolic phenotyping of healthy and diseased human RPE cells 92%
Similar papers in this journal
- Evaluation of OCT biomarker changes in treatment-naive neovascular AMD using a deep semantic segmentation algorithm 90%
- Association of renal function with diabetic retinopathy and macular edema among patients with type 2 diabetes mellitus 88%
- An Open-Source Dataset Of Anti-Vegf Therapy In Diabetic Macular Oedema Patients Over Four Years & Their Visual Outcomes 87%
Similar papers in this journal
- GSK3 inhibition reduces ECM production and prevents age-related macular degeneration-like pathology 92%
- Apolipoprotein E isoform-specific phase transitions in the retinal pigment epithelium drive disease phenotypes in age-related macular degeneration 92%
- Interleukin-33 regulates metabolic reprogramming of the retinal pigment epithelium in response to immune stressors. 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.