Is. Lossos et al., Cerebrospinal fluid lactate dehydrogenase isoenzyme analysis for the diagnosis of central nervous system involvement in hematooncologic patients, CANCER, 88(7), 2000, pp. 1599-1604
BACKGROUND, Central nervous system (CNS) involvement is common in hematoonc
ologic diseases. The aim of the current study was to determine the diagnost
ic value of cerebrospinal fluid (CSF) lactate dehydrogenase (LDH) isoenzyme
analysis for the diagnosis of CNS involvement in hematooncologic patients.
METHODS. The study was comprised of 63 consecutive hematooncologic patients
without previous CNS disease who underwent CSF examination as an integral
part of their initial staging procedures (44 patients) or for the evaluatio
n of neurologic symptoms (19 patients). Fifteen of these patients had CNS i
nvolvement by leukemia or lymphoma. The LDH isoenzyme pattern was establish
ed in the CSF of all patients and analyzed by the classification and regres
sion trees (CART) method to construct a decision tree for the prediction of
CNS involvement. An additional group of 30 consecutive patients comprised
a validation set that was used for cross-validation of the CART-derived dec
ision tree.
RESULTS. A decision tree, with a single split at LDH5 greater than or equal
to 2.8% for the prediction of CNS involvement, was constructed and validat
ed by data from a validation set of patients. The decision tree had a sensi
tivity of 93% and a negative predictive value of 98%. One patient (1.6%) an
d 2 patients (6.6%) were misclassified in the derivation and validation set
s, respectively. Overall, in the combined derivation and validation patient
population, the decision tree misclassified 3.2% of patients, whereas CSF
cytologic examination misclassified 4.3% of patients.
CONCLUSIONS. Analysis of the LDH isoenzyme pattern in CSF fluid may be help
ful in the evaluation of CNS involvement in patients with hematologic malig
nancies. The combination of CSF cytology and LDH isoenzyme analysis may imp
rove the sensitivity of CSF cytology significantly. (C) 2000 American Cance
r Society.