Structural connectivity mediates the relationship between blood oxygenation and cognitive function in sickle cell
Jonathan D Clayden1, Hanne Stotesbury1, Jamie M Kawadler1
1Developmental Neurosciences and Biomedical Research Centre, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.
Reduced oxygen saturation and hemoglobin levels in sickle cell disease patients impact brain connectivity and cognitive function, primarily through hypoxic-ischemic effects on white matter. Network analysis reveals these connections are key to cognitive impairment.
Area of Science:
- Neuroscience
- Hematology
- Medical Imaging
Background:
- The impact of reduced hemoglobin (Hb) and peripheral oxygen saturation on brain structure in sickle cell disease (SCD) is not fully understood.
- Silent cerebral infarcts are common in SCD, but their direct role in cognitive dysfunction is debated.
- Understanding the relationship between blood oxygenation, brain connectivity, and cognition is crucial for managing SCD.
Purpose of the Study:
- To investigate the effect of structural brain connectivity on cognitive function in sickle cell disease patients using graph-theoretical analysis.
- To examine the relationships between network properties, blood oxygenation (hemoglobin and oxygen saturation), and cognitive indices (working memory and processing speed).
- To determine whether cognitive impairment is mediated by hypoxic-ischemic effects on white matter or by silent cerebral infarcts.
Main Methods:
- Diffusion magnetic resonance imaging (dMRI) data from 92 sickle cell disease patients and 54 control subjects were analyzed using graph-theoretical network analysis.
- Relationships between network properties (edge density, efficiency) derived from streamline counts and fractional anisotropy were assessed against Hb levels, oxygen saturation, and cognitive scores.
- Multiple regression and path analyses were employed to elucidate direct and indirect effects of blood oxygenation and network properties on cognition.
Main Results:
- A specific brain subnetwork showed weakened connectivity in SCD patients compared to controls.
- Hemoglobin levels significantly affected overall network edge density, while peripheral oxygen saturation impacted subnetwork efficiency.
- Structural connectivity efficiency, particularly in a specific subnetwork, significantly influenced working memory and processing speed indices, with no significant effect from silent cerebral infarcts.
Conclusions:
- Cognitive impairment in sickle cell disease is primarily mediated by hypoxic-ischemic effects on normal-appearing white matter, rather than silent cerebral infarcts.
- Network-based methods using dMRI are valuable for identifying biomarkers of cognitive dysfunction in SCD patients.
- Reduced oxygen saturation indirectly affects processing speed through its impact on structural connectivity efficiency in specific brain subnetworks.
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