Child brain development, glucose metabolism, and questioning science

Brain Energy Mysteries: Are We Wrong About How Kids' Brains Use Glucose?

"Revisiting classic assumptions about childhood brain metabolism could rewrite our understanding of development."


The human brain, especially during childhood, is a powerhouse of activity. Fueling this activity requires a tremendous amount of energy, primarily derived from glucose. For years, a dominant theory suggested that children's brains utilized glucose in a unique way compared to adults, a process often referred to as "aerobic glycolysis." This implied a less efficient, more growth-oriented metabolism in young brains.

However, a recent study is casting doubt on this long-held belief. By revisiting the data and methodologies used to establish the aerobic glycolysis theory, researchers are uncovering potential flaws and alternative explanations for observed differences in glucose metabolism. This challenges our fundamental understanding of how children's brains are fueled and grow.

This article explores the findings of this new study, diving into the complexities of brain metabolism, the role of lactate, and the surprising impact of updated research methodologies. We'll unravel the implications of these findings, questioning whether the established narrative of non-oxidative glucose metabolism in children needs a serious rewrite.

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A High-Energy Childhood Brain

The human brain can account for between 44% and 87% of resting metabolic rate during infancy and childhood. Aerobic glycolysis increases dramatically during childhood and reaches approximately one-third of total glucose consumption around age 5. Whole-brain aerobic glycolysis peaks during childhood, while adult brain aerobic glycolysis accounts for about 10%–12% of glucose use and declines with normal aging.

Why Glucose Use Is Hard to Interpret

Standard interpretations often emphasize oxidative energy production, but studies of developing brains examine why the oxygen-to-glucose relationship changes during childhood. One proposed explanation is enhanced aerobic non-oxidative metabolism of glucose, in which glucose use produces lactate despite available oxygen. The glycolysis paradigm shift therefore challenges the assumption that an apparently inefficient pathway is merely an error in measurement or metabolism, suggesting it may support brain activity.

From Warburg to Childhood Development

The historical foundation for this discussion is the recognition of aerobic glycolysis, also associated with the Warburg effect, as glucose metabolism that can proceed non-oxidatively despite abundant oxygen. A 2014 meta-analysis of earlier brain glucose and oxygen metabolism studies found that aerobic glycolysis increases during childhood, precisely when synaptic growth rates are high. The finding connected a metabolic pathway long discussed in other contexts with human brain development and synaptic expansion.

The Aerobic Glycolysis Puzzle: More Glucose, Less Oxygen?

Child brain development, glucose metabolism, and questioning science

The traditional view of brain metabolism in children highlights a disproportionately higher rate of glucose utilization (CMRglucose) compared to oxygen consumption (CMR02). This imbalance led to the idea that children's brains favor non-oxidative pathways for glucose metabolism, effectively 'burning' glucose without fully utilizing oxygen in the process. Lactate production, a byproduct of glycolysis, was considered a major player in this metabolic scenario.

To investigate this concept, the study measured brain lactate concentrations ([Lac]) in a group of 65 children. The researchers hypothesized that if aerobic glycolysis were indeed rampant in young brains, lactate levels would be elevated to account for the excess glucose consumption. However, the results challenged this expectation.

  • Lower Than Expected Lactate: Brain lactate levels in the children were lower than predicted by the aerobic glycolysis theory and below the typical range observed in adult brains.
  • Revisiting the Oxygen-Glucose Index (OGI): The OGI, a measure reflecting the balance between oxygen and glucose consumption, was recalculated using updated values for the "lumped constant," a correction factor used in PET scans to determine glucose consumption rates.
  • Impact of Updated Constants: The recalculated OGI values suggested that the previously observed mismatch between glucose and oxygen consumption may have been overestimated due to outdated lumped constant values.
  • Lactate's Limited Role: Calculations of cerebral metabolic rate of lactate indicated a minimal net influx of lactate into the brain, further undermining the notion of significant lactate efflux as a consequence of aerobic glycolysis.
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Aerobic Glycolysis and Development

The 2014 work by Michael S. Goyal and colleagues remains a central research reference for the relationship between brain metabolism and development. Its meta-analysis reported that aerobic glycolysis increases during childhood, precisely when synaptic growth rates are elevated. The study therefore treats glucose metabolism not only as an energy-production issue but also as a feature associated with developmental biology.

Development Is Not the Whole Story

Evidence from aging complicates any simple interpretation that high aerobic glycolysis is uniformly beneficial or permanently maintained. Goyal and colleagues reported that age-related decreases in brain glucose uptake exceed decreases in oxygen use, resulting in loss of brain aerobic glycolysis during normal human aging. Separately, the American Academy of Pediatrics notes that chronic exposure to physiologic stress mediators, including CRH, cortisol, and adrenaline, can disrupt brain development, showing that metabolic development cannot be considered independently of broader biological conditions.

Children, Adults, and Regional Differences

The human brain, especially during childhood, has a high basal metabolic rate. Aerobic glycolysis accounts for approximately 10%–12% of glucose consumption in the adult human brain, varies across regions in the resting state, and is described as non-oxidative glucose metabolism despite abundant oxygen. Reviews of childhood neurodevelopmental disorders similarly report that most glucose is fully oxidized to carbon dioxide, while a smaller, constant fraction ends at lactate through aerobic glycolysis.

In essence, the study found that neither lactate accumulation nor efflux supported the claim of elevated non-oxidative metabolism of glucose in children's brains. Furthermore, the lumped constant for [18F]fluorodeoxyglucose has a high impact on calculated CMRglucose and use of updated values alters or eliminates the CMRglucose-CMR02 mismatch in developing brain. These findings prompted a re-evaluation of the established aerobic glycolysis theory.

Time to Rethink How We Understand Childhood Brain Metabolism?

This research highlights the crucial role of accurate methodologies and updated data in scientific understanding. The study's findings suggest that the traditional notion of elevated non-oxidative glucose metabolism in children's brains may be an artifact of outdated measurement techniques. In addition, it provides evidence that net lactate efflux and/or conversion of glucose into brain mass explaining the enhanced non-oxidative metabolism of glucose in children compared to adults are incorrect.

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A Developmental Metabolic Signature

The research summarized by Michael Hawrylycz, Jeremy A. Miller, Abraham Z. Snyder, and colleagues links aerobic glycolysis in the human brain with development and neotenous gene expression. This framing suggests that childhood-like biological programs may remain relevant to how the resting human brain uses glucose. It supports viewing aerobic glycolysis as a developmental signature rather than simply as an inefficient alternative to oxidative metabolism.

Questions for Future Research

Future research may clarify why children's brains rely so heavily on glucose and how aerobic glycolysis relates to synaptic development. It may also help distinguish normal developmental variation from metabolic patterns associated with disease. Because the available evidence does not resolve every mechanism, conclusions about long-term effects should remain appropriately cautious.

The Biology Around the Brain

Brain development occurs within broader biological and social conditions rather than in isolation. The Harvard Center on the Developing Child reports that children living with supportive relationships and consistent routines are more likely to develop well-functioning biological systems. Research discussed by Kennedy Krieger also reports that aerobic exercise increases cognitive performance in studies involving children, although the effects differ across specific cognitive domains.

The Cost of a Long Childhood

The metabolic costs of brain development have been proposed as one reason humans evolved exceptionally slow and prolonged childhood growth. This perspective places children's glucose demands within a larger evolutionary trade-off involving the timing and duration of development. It also emphasizes that a high-energy childhood brain is part of the human life-history pattern, not merely an isolated metabolic curiosity.

The results emphasize the need for further investigation into alternative metabolic pathways and factors that may contribute to brain development and energy utilization in children. This includes exploring the role of ketone bodies, the pentose phosphate pathway, and glycogen metabolism. New approaches using 13C MRS technology may assist to measure directly pentose phosphate pathway and ketone body utilization.

Ultimately, a more nuanced and comprehensive understanding of brain metabolism during development is essential for optimizing brain health and function across the lifespan. The long-accepted theory deserves further investigations.

What the lactate measurements imply

  • 46–84 mMThe study calculated that lactate concentrations of 46–84 mM would be needed for efflux to account for the reported excess glucose use. This is two orders of magnitude above measured values.[1]

What the lactate results do and do not establish

The measured lactate levels were far below the concentrations the authors calculated would be needed to explain the proposed glucose–oxygen mismatch through lactate accumulation or release. This weakens lactate efflux as an explanation, but does not identify where the glucose-derived carbon goes.[1]

What complicates the lactate interpretation

  • Anesthesia may affect lactate readings: a cited mouse study found elevated lactate under volatile anesthetics, so awake brain levels could be lower.[1]
  • The spectroscopy measurements used voxel locations that varied among participants, which could complicate comparisons across children.[1]
  • Lactate can diffuse away from where it is produced during activation, so concentrations alone may understate regional lactate release.[1]

Measuring brain lactate in children with magnetic resonance spectroscopy

PopulationChildren aged 2–7 years[2]
Sample size65[2]
DurationAcross ages 2–7 years[2]
Main outcomeBrain lactate concentration and calculated lactate metabolism[2]
Times cited19[2]

How this study relates to earlier and later work

Earlier work reported a childhood peak in excess glucose use over oxygen consumption and interpreted it as enhanced non-oxidative glucose metabolism. The lactate study tested whether accumulation and efflux could account for that interpretation.[2]

A separate report of lactate differences between arterial and venous blood in anesthetized children was broadly consistent with the study’s lack of support for lactate efflux.[1]

The authors noted that another study of children found an oxygen-to-glucose index close to the theoretical value expected when glucose is fully oxidized, offering a contrasting measurement-based perspective.[1] [3]

Later citation contexts describe the 2018 work as finding that half or less of non-oxidative glucose flux becomes lactate, while other cited reviews and measurements are presented as consistent with that account.[4]

What would clarify glucose carbon's fate

  • If lactate does not account for the proposed excess glucose use, what downstream pathways receive the glucose-derived carbon? The study notes that increased glycolytic flux does not establish its downstream fate.[1] [2]

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

This article is based on research published under:

DOI-LINK: 10.3389/fnins.2018.00631, Alternate LINK

Title: Trajectories Of Brain Lactate And Re-Visited Oxygen-Glucose Index Calculations Do Not Support Elevated Non-Oxidative Metabolism Of Glucose Across Childhood

Subject: General Neuroscience

Journal: Frontiers in Neuroscience

Publisher: Frontiers Media SA

Authors: Helene Benveniste, Gerald Dienel, Zvi Jacob, Hedok Lee, Rany Makaryus, Albert Gjedde, Fahmeed Hyder, Douglas L. Rothman

Published: 2018-09-11

Everything You Need To Know

1

What is the aerobic glycolysis theory regarding children's brains, and what is challenging it?

The aerobic glycolysis theory suggested children's brains use glucose differently than adults, with a higher rate of glucose utilization (CMRglucose) compared to oxygen consumption (CMR02). This implied that young brains 'burned' glucose without fully utilizing oxygen, producing lactate as a byproduct. However, recent research challenges this, suggesting the perceived imbalance may be due to outdated measurement techniques.

2

How did the recent study investigate the aerobic glycolysis theory in children's brains, and what key measurements were taken?

The study measured brain lactate concentrations ([Lac]) in children and found they were lower than expected if aerobic glycolysis were dominant. Researchers also recalculated the Oxygen-Glucose Index (OGI) using updated values for the 'lumped constant,' a correction factor in PET scans. These updated calculations suggested that the previously observed mismatch between glucose and oxygen consumption may have been overestimated.

3

What are the broader implications of this updated research on our understanding of childhood brain metabolism?

The updated research suggests that the traditional view of elevated non-oxidative glucose metabolism in children's brains might be an artifact of outdated measurement techniques and incorrect lumped constants. It challenges the idea that significant lactate efflux or conversion of glucose into brain mass explains enhanced glucose metabolism in children, prompting a re-evaluation of how we understand brain development.

4

What is the 'lumped constant,' and why is it important in understanding glucose metabolism in children's brains?

The 'lumped constant' is a correction factor used in PET scans to accurately determine glucose consumption rates (CMRglucose). The study found that using outdated values for this constant led to an overestimation of glucose consumption in children's brains, which contributed to the perceived mismatch between glucose and oxygen consumption in the aerobic glycolysis theory. Using updated values alters or eliminates the CMRglucose-CMR02 mismatch in developing brains.

5

Beyond glucose and lactate, what other energy sources does the brain utilize, and how might future research explore these aspects of brain metabolism?

While the study focuses on glucose and lactate, other energy substrates like ketones and fatty acids are also utilized by the brain, especially during development or metabolic stress. Future research could investigate the interplay between these different energy sources and how their utilization changes with age and brain activity. Examining the role of astrocytes in lactate shuttling and the impact of different neurotransmitters on brain metabolism could further refine our understanding of brain energy dynamics.

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