bioRxivNeurosciencePreprint
Variability by region and method in human brain sodium concentrations estimated by 23Na magnetic resonance imaging: a meta-analysis
Ben RidleyiD, Filomena MorsilloiD, Wafaa ZaaraouiiD, Francesco NoninoiD
Abstract
Sodium imaging (23Na-MRI) is of interest in neurological conditions given potential sensitivity to the physiological and metabolic status of tissues. Benchmarks have so far been restricted to parenchyma or grey/white matter (GM/WM). We investigate (1) the availability of evidence, (2) regional pooled estimates and (3) variability attributable to regional/methodology. MEDLINE literature search for Tissue sodium concentration (TSC) measured in specified healthy brain regions returned 127 reports plus 278 retrieved from bibliographies. 28 studies met inclusion criteria, including 400 individuals. Reporting variability led to nested data structure, so we used multilevel meta-analysis and a random effects model to pool effect sizes. The pooled mean from 141 TSC estimates was 40.51 mM (95% CI: 37.59 - 43.44; p< 0.001, I2Total=99.4%). Tissue as a moderator was significant (F214=65.34, p-val < .01). Six sub-regional pooled means with requisite statistical power were derived. We were unable to consider most methodological and demographic factors sought because of non-reporting, but each factor included beyond tissue improved model fit. Significant residual heterogeneity remained. The current estimates provide an empirical point of departure for better understanding in 23Na-MRI. Improving on current estimates supports: (1) larger, more representative data collection/sharing, including (2) regional data, and (3) agreement on full reporting standards.
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Challenges and perspectives of quantitative functional sodium imaging (fNaI)
Claudia A. M. Gandini Wheeler‐Kingshott, Frank Riemer, … Egidio Ugo D'Angelo·Frontiers in NeurosciencePeer-reviewed·Nov 8, 2018
- High-Field Multinuclear MRI Reveals Sodium Relaxation Heterogeneity in Cortical Organoids
Grace Yu, Xiaochen Liu, … Xiaoqing Alice Zhou·bioRxiv·Apr 5, 2026
- Fast in vivo 23Na imaging and T2* mapping using accelerated 2D-FID magnetic resonance spectroscopic imaging at 3 T: Proof of concept and reliability study
A. A. Alhulail, P. Xia, … U. E. Emir·bioRxiv·May 25, 2020
- High spatial resolution 23Na-MRI for ischemic brain injury detection
Yuanyuan Jiang, Xiaoqing Alice Zhou, … Xin Yu·Translational Stroke ResearchPeer-reviewed·Oct 30, 2026
- Imaging the Transmembrane and Transendothelial Sodium Gradients in Gliomas
M. H. Khan, J. J. Walsh, … F. Hyder·bioRxiv·Aug 26, 2020
- Regulation of CSF and brain tissue sodium levels by the blood-CSF and blood-brain barriers during migraine
Hamed Ghaffari, Samuel C. Grant, … Michael G. Harrington·Frontiers in Computational NeurosciencePeer-reviewed·Feb 4, 2020