Background/Objectives: The acute kidney injury (AKI) to chronic kidney disease (CKD) transition has been associated with a failed-repair proximal tubule (FR-PT) cell state. Hyperuricemia is an established CKD risk factor, but whether FR-PT cells have a coordinated metabolic signature reproducibly detectable across mouse models and human kidney disease remains unresolved. Methods: We assembled a pre-registered meta-analysis of 16 public mouse-kidney metabolomic cohorts (383 samples; five model classes; three injury phases) through a three-path harmonization pipeline. Convergent validation drew on KPMP single-nucleus RNA-seq (78,480 proximal tubule cells), two-sample Mendelian randomization of serum urate (102 instruments) against AKI/CKD/eGFR GWAS, and cross-cohort human plasma metabolomics across 2058 CKD/DKD patients. Results: Mouse meta-analysis identified uric acid (g = +2.70) and AICAR (g = +1.50) as the only cross-class conserved metabolites, with uric acid peaking during the AKI-to-CKD transition and returning to baseline in mouse CKD due to uricase clearance. Cross-class overlap between model classes was low (mean pairwise Jaccard = 0.109, below the pre-registered 0.20 threshold), invoking the pre-registered M-S1 stop rule: model-specific metabolic responses dominate, and the conserved signal is a small two-metabolite core superimposed on these largely model-specific programs. KPMP failed-repair PT cells exhibited transcriptional patterns consistent with coordinated four-arm purine-pathway dysregulation (de novo synthesis ↑, AMPK ↑, MOCOS ↑, URAT1 ↓), with this transcriptional pattern observed in both AKI and CKD donors (Spearman ρ = +0.900). Mendelian randomization was consistent with a possible causal contribution of serum urate to AKI/CKD/eGFR risk, with colocalization evidence at GCKR (PP.H4 = 1.000). Cross-cohort human plasma profiling across 2058 patients confirmed the systemic detectability of 29 purine-pathway metabolites in uricase-deficient humans (a translational-plausibility check, not validation of cellular source). Conclusions: The integrated data support a model in which FR-PT-associated purine-pathway reprogramming may contribute to the elevated urate signal observed during AKI-to-CKD transition, with uric acid as the candidate metabolic readout. Differences in uricase activity between mice and humans may help explain why chronic-phase urate signals are attenuated in mice but persist in humans. This work nominates a candidate cell-state metabolic readout of the AKI-to-CKD transition as a hypothesis for prospective testing; it does not establish causation, and therapeutic translation would require dedicated interventional studies.
No takes yet. Share an insight, caveat, or question.
Zhang et al. (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: