Metabolic Coherence of the Mouse Brain

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AI-generated summary by claude@2026-07, 2026-07-17

This study developed a metabolic coherence metric for the mouse brain using MALDI imaging and computational analysis, demonstrating its preservation in an Alzheimer's model and demonstrating local interventions can restore coherence in distal regions.

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AI-generated deep summary by claude@2026-07, 2026-07-17 · read from full text

The paper investigates how metabolic processes are coordinated across anatomically distinct regions of the mouse brain by mapping the spatial metabolome across twelve brain divisions using MALDI imaging integrated with the Allen Brain Atlas and an optimal-transport-based metric termed “metabolic coherence.” In an amyloid mouse model of Alzheimer’s disease, individual metabolite and lipid levels change widely, yet the overall inter-regional metabolite similarity structure is largely preserved, and coordinated shifts are associated with patterns consistent with mitochondrial dysfunction. The authors then test whether metabolic coherence is responsive to local perturbation by targeting the left hippocampus with lentiviral shHIF1α knockdown or neuronal AAV-mediated AOX expression, finding local normalization that extends to distal metabolically similar regions (with plaque reduction and gene modulation localized). A caveat is that behavioral assessment is reported in a single social memory assay, and the paper’s gene modulation/plaque effects are not shown to act globally. This paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

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Abstract

Summary The brain’s metabolic demands are well established, but how metabolism is coordinated across anatomically distinct regions remains poorly understood. Here, using matrix-assisted laser desorption/ionization (MALDI) imaging integrated with the Allen Brain Atlas and optimal transport-based computational analysis, we map the spatial metabolome across twelve major mouse brain divisions. We define an optimal-transport-derived inter-regional metabolite similarity metric and refer to it as metabolic coherence. This structure is largely preserved in an amyloid mouse model of Alzheimer’s disease despite widespread changes in individual metabolite and lipid levels. Individual metabolites and lipids shift in a coordinated manner across regions, sustaining inter-regional relationships even as absolute levels change in patterns indicative of mitochondrial dysfunction. To test whether the coherence metric is responsive to local intervention, we targeted the left hippocampus of mice from this model via lentiviral shHIF1α knockdown or neuronal AAV-mediated AOX expression. Both interventions were associated with metabolite normalization at the injection site. More importantly, normalization extended across distal regions sharing high metabolic similarity with the hippocampus and was accompanied by improved social memory in a single behavioral assay. Gene modulation and amyloid plaque reduction localized to the injection site.
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Summary The brain’s metabolic demands are well established, but how metabolism is coordinated across anatomically distinct regions remains poorly understood. Here, using matrix-assisted laser desorption/ionization (MALDI) imaging integrated with the Allen Brain Atlas and optimal transport-based computational analysis, we map the spatial metabolome across twelve major mouse brain divisions. We define an optimal-transport-derived inter-regional metabolite similarity metric and refer to it as metabolic coherence. This structure is largely preserved in an amyloid mouse model of Alzheimer’s disease despite widespread changes in individual metabolite and lipid levels. Individual metabolites and lipids shift in a coordinated manner across regions, sustaining inter-regional relationships even as absolute levels change in patterns indicative of mitochondrial dysfunction. To test whether the coherence metric is responsive to local intervention, we targeted the left hippocampus of mice from this model via lentiviral shHIF1α knockdown or neuronal AAV-mediated AOX expression. Both interventions were associated with metabolite normalization at the injection site. More importantly, normalization extended across distal regions sharing high metabolic similarity with the hippocampus and was accompanied by improved social memory in a single behavioral assay. Gene modulation and amyloid plaque reduction localized to the injection site. Competing Interest Statement M.S.G. has research support and research compounds from Maze Therapeutics, Valerion Therapeutics, and Ionis Pharmaceuticals. M.S.G. also received consultancy fees from Maze Therapeutics, PTC Therapeutics, and the Glut1-Deficiency Syndrome Foundation. The remaining authors declare no competing interests. Footnotes ↵* These authors jointly supervised this work (co-senior authors): Li Chen and Ramon C. Sun

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