Factor analysis of reliably identified histologic features in supraten
torial glial tumors yielded five interpretable ''factors'':Spongy, Fib
rillary, Proliferative, Jumbo, and Oligodendroglial. Quantitative scor
es can be calculated for each factor in a tuner to summarize its heter
ogeneity. The objective was to investigate whether factor scores are u
seful for prognostic purposes. The sample consisted of 703 children wi
th supratentorial neuroglial tumors with factor scores for each of the
five factors. Data were based on the presence or absence of 26 reliab
ly identified histologic features, plus clinical and survival informat
ion. Multivariate proportional hazards models assessed each factor's c
ontribution to survival for children who survived 1 month after operat
ion (n = 609). Patient-specific clinical data were allowed in the mode
ls. Increased likelihood of survival is associated with greater tumor
removal, Inter decade of surgery, and high Spongy and high Oligodendro
glial factor scores. Decreased likelihood of survival is associated wi
th high Proliferative factor scores and radiation and/or chemotherapy
treatment. Gender, age, location, and Jumbo and Fibrillary factor scor
es did not provide additional prognostic information. Three reliable h
istologic features, nondefining for any histologic factor, added progn
ostic information: Rosenthal fibers and glomeruli are associated with
improved prognosis; pleomorphic nuclei are associated with worse progn
osis. A high Oligodendroglial factor score is associated with a worse
prognosis for some classes of astrocytoma but with a better prognosis
for oligodendroglial tumors. A high Proliferative score is associated
with a worse prognosis for anaplastic astrocytomas, ependymomas, and u
nclassifiable tumors. A high Spongy score is associated with a better
prognosis for anaplastic astrocytomas but with a worse prognosis for p
ilocytic astrocytomas. For giant cell astrocytomas, gangliogliomas, an
d miscellaneous tumors, none of the factors is prognostic. Spongy, Oli
godendroglial, and Proliferative factors Provide important prognostic
information for children with supratentorial neuroglial tumors.