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  1. Live b3a55bbb127e
    5/17/2026, 4:45:12 PM
    Content snapshot
    {
      "kind": "infographic",
      "prompt": "Astrocyte vs neuron metabolic preference: evidence for and against ANLS across methods",
      "provider": "other",
      "raw_fields": {
        "title": "Astrocyte vs neuron metabolic preference: evidence for and against ANLS across methods",
        "papers": [
          {
            "doi": "10.1073/pnas.91.22.10625",
            "assay": "Primary mouse astrocyte cultures; 2-DG uptake, lactate output",
            "value": "Glutamate stimulates glycolysis in astrocytes (glucose utilization and lactate production)",
            "metric": "Astrocytic glucose utilization and lactate release in response to glutamate (Na+-coupled uptake)",
            "effect_size": "Stoichiometric coupling: ~1 glucose used and 2 lactate produced per glutamate taken up",
            "intervention": "Glutamate (Na+-dependent uptake)",
            "effect_direction": "Astrocytic glycolysis and lactate release increase",
            "first_author_year": "Pellerin & Magistretti 1994",
            "baseline_or_control": "Unstimulated astrocytes",
            "value_source_sentence": "Here we report that glutamate, in addition to its receptor-mediated actions on neuronal excitability, stimulates glycolysis--i.e., glucose utilization and lactate production--in astrocytes."
          },
          {
            "doi": "10.1523/jneurosci.0026-12.2012",
            "assay": "Rat hippocampal slices; O2 electrode + NADH two-photon imaging; ATP energy budget",
            "value": "Rapid activity-driven decrease of extracellular O₂ and intracellular NADH even with LDH blocked or at 20% superfused O₂",
            "metric": "Activity-evoked change in extracellular O₂ and intracellular NADH in rat hippocampal slices with LDH blocked",
            "effect_size": "Presynaptic APs ≈ 11%, Ca2+ entry ≈ 17%, postsynaptic currents ≈ 50% of activity-driven ATP; NADH decrease persists with LDH blocked",
            "intervention": "Schaffer collateral stimulation",
            "effect_direction": "Activity evokes oxidative response in neurons",
            "first_author_year": "Hall et al. 2012",
            "baseline_or_control": "Resting",
            "value_source_sentence": "Neural activity has been suggested to initially trigger ATP production by glycolysis, rather than oxidative phosphorylation, for three reasons: glycolytic enzymes are associated with ion pumps; neurons may increase their energy supply by activating glycolysis in astrocytes to generate lactate; and activity increases glucose uptake more than O₂ uptake."
          },
          {
            "doi": "10.1038/ncomms7807",
            "assay": "Two-photon 2DG-IR imaging, awake mouse somatosensory cortex",
            "value": "Glucose taken up preferentially by neurons (not astrocytes) in awake behaving mice",
            "metric": "Cellular distribution of in vivo 2-DG analogue (2DG-IR) uptake during awake sensory stimulation, neurons vs astrocytes",
            "effect_size": "Neuronal 2DG-IR signal exceeds astrocytic signal during activity; hexokinase-I enriched in neurons",
            "intervention": "Whisker stimulation",
            "effect_direction": "Neurons take up glucose preferentially over astrocytes",
            "first_author_year": "Lundgaard et al. 2015",
            "baseline_or_control": "Unstimulated",
            "value_source_sentence": "Here we show, using 2-photon imaging of a near-infrared 2-deoxyglucose analogue (2DG-IR), that glucose is taken up preferentially by neurons in awake behaving mice."
          },
          {
            "doi": "10.1073/pnas.1322912111",
            "assay": "Rat cortical synaptosomes; 19F NMR of 2-FDG; pyruvate carboxylase activity",
            "value": "Activity-induced lactate release followed by rapid glucose phosphorylation in presynaptic nerve terminals",
            "metric": "Glucose phosphorylation by isolated cortical nerve terminals (synaptosomes) after activity-induced lactate release",
            "effect_size": "Activity-dependent glucose uptake in isolated nerve terminals",
            "intervention": "K+ depolarization",
            "effect_direction": "Neuronal (synaptosomal) glucose uptake and pyruvate carboxylase activity rise",
            "first_author_year": "Bak et al. 2014",
            "baseline_or_control": "Resting",
            "value_source_sentence": "L-lactate is a product of aerobic glycolysis that can be used by neurons as an energy substrate."
          },
          {
            "doi": "10.1016/j.cmet.2015.10.010",
            "assay": "Laconic FRET sensor + two-photon imaging, mouse cortex in vivo",
            "value": "Astrocyte-to-neuron lactate gradient (astrocyte lactate higher than neuron)",
            "metric": "Steady-state lactate content of cortical astrocytes vs neurons measured in vivo with Laconic FRET sensor + two-photon microscopy",
            "effect_size": "Astrocyte–neuron lactate gradient detectable in vivo",
            "intervention": "Intravenous lactate injection; baseline compartmental measurement",
            "effect_direction": "Lactate concentration higher in astrocytes than neurons; gradient consistent with astrocyte-to-neuron flux",
            "first_author_year": "Machler et al. 2016",
            "baseline_or_control": "Astrocyte vs neuron steady-state",
            "value_source_sentence": "Collectively, these data provide in vivo evidence for a lactate gradient from astrocytes to neurons."
          }
        ],
        "description": "Quantitative and imaging comparisons of glucose/lactate metabolism between astrocytes and neurons yield contradictory conclusions depending on method and preparation."
      },
      "section_id": "section_06_evidence_package",
      "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAstrocytes/blob/1a55da0634a3bc04e5688792ed12141ce271d28e/evidence/section_06_evidence_package.json",
      "target_ref": "wiki_page:computationalreviewastrocytes-06",
      "review_repo": "ComputationalReviewAstrocytes",
      "section_ref": "wiki_page:computationalreviewastrocytes-06",
      "source_path": "evidence/section_06_evidence_package.json",
      "source_refs": [
        "paper:paper-75ba3338cfe7",
        "paper:paper-a00cdcfc37b1",
        "paper:paper-aad5d2879183",
        "paper:paper-bfdd56cbdaf9",
        "paper:paper-c0ab0710be9a"
      ],
      "section_title": "Metabolic Coupling and the Energy Substrate of Computation",
      "source_policy": {
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        "notes": [
          "Local review repositories are read-only inputs.",
          "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose."
        ],
        "source_commit_sha": "1a55da0634a3bc04e5688792ed12141ce271d28e",
        "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAstrocytes"
      },
      "generation_status": "complete",
      "review_bundle_ref": "analysis_bundle:ab-029ee9411fe2",
      "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAstrocytes/blob/1a55da0634a3bc04e5688792ed12141ce271d28e/evidence/section_06_evidence_package.json",
      "commit_sha": "1a55da0634a3bc04e5688792ed12141ce271d28e",
      "created_by": "persona-jerome-lecoq-gbo-neuroscience",
      "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAstrocytes"
    }