1. Network based statistics reveals trophic and neuroprotective effect of early high dose erythropoetin on brain connectivity in very preterm infants
- Author
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Petra S. Hüppi, Christoph Rüegger, Cornelia Hagmann, Ruth O'Gorman, Malek MAkki, Riccardo Pfister, András Jakab, Petra Hüppi, University of Zurich, and Jakab, András
- Subjects
lcsh:RC346-429 ,0302 clinical medicine ,Gyrus ,Supramarginal gyrus ,ddc:618 ,05 social sciences ,Brain ,Regular Article ,Neuroprotection ,3. Good health ,Peripheral ,Very preterm ,2728 Neurology (clinical) ,Diffusion Tensor Imaging ,Neuroprotective Agents ,medicine.anatomical_structure ,Diffusion tensor imaging ,Neurology ,Frontal lobe ,Infant, Extremely Premature ,lcsh:R858-859.7 ,Prematurity ,Tractography ,2805 Cognitive Neuroscience ,Connectomics ,Cognitive Neuroscience ,Inferior frontal gyrus ,610 Medicine & health ,Biology ,lcsh:Computer applications to medicine. Medical informatics ,050105 experimental psychology ,Temporal lobe ,03 medical and health sciences ,030225 pediatrics ,medicine ,2741 Radiology, Nuclear Medicine and Imaging ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Erythropoietin ,lcsh:Neurology. Diseases of the nervous system ,Infant, Newborn ,10027 Clinic for Neonatology ,Institutional repository ,10036 Medical Clinic ,2808 Neurology ,Case-Control Studies ,Neurology (clinical) ,Nerve Net ,Erythropoetin ,Neuroscience ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Periventricular white matter injury is common in very preterm infants and it is associated with long term neurodevelopmental impairments. While evidence supports the protective effects of erythropoetin (EPO) in preventing injury, we currently lack the complete understanding of how EPO affects the emergence and maturation of anatomical brain connectivity and function. In this case-control study, connectomic analysis based on diffusion MRI tractography was applied to evaluate the effect of early high-dose EPO in preterm infants. A whole brain, network-level analysis revealed a sub-network of anatomical brain connections in which connectivity strengths were significantly stronger in the EPO group. This distributed network comprised connections predominantly in the frontal and temporal lobe bilaterally, and the effect of EPO was focused on peripheral and feeder connections of the core structural connectivity network. EPO resulted in a globally increased clustering coefficient, higher global and average local efficiency, while higher strength and increased clustering was found for regions in the frontal lobe and cingulate gyrus. The connectivity network most affected by the EPO treatment showed a steeper increase graph theoretical measures with age compared to the placebo group. Our results demonstrate a weak but widespread effect of EPO on the structural connectivity network and a possible trophic effect of EPO reflected by increasing network segregation, predominantly in local connections., Highlights • Erythropoietin (EPO) is a potential neuroprotective agent in very preterm infants. • EPO leads to increased structural brain connectivity in fronto-temporal regions. • Clustering coefficient, local and global efficiency increases after EPO treatment.
- Published
- 2019