Preterm infants exposed to inflammation are at increased risk of white matter injury and/or cerebral palsy. To investigate the effect of chronic inflammation on the developing white matter, we administered low-dose lipopolysaccharide once a day from postnatal days 3 to 11, examined white matter changes at postnatal day 12, and monitored serum levels of insulin-like growth factor 1 and insulin-like factor binding protein-3. A single injection of lipopolysaccharide decreased the serum insulin-like growth factor 1 level but not the insulin-like factor binding protein-3 level. At postnatal day 12, quantification of immunohistochemical staining for axonal, myelin, and oligodendrocyte markers revealed impaired myelination in subcortical white matter. In addition, brain gray matter volume decreased and spleen and liver weight increased at postnatal day 12. These data suggest chronic subclinical inflammation hampers development of white and gray matter in early life, which may be associated with insulin-like growth factor 1 deficiency.