Prognostic study of continuous variables (white blood cell count, peripheral blast cell count, haemoglobin level, platelet count and age) in childhood acute lymphoblastic leukaemia. Analysis of a population of 1545 children treated by the French acute Lymphoblastic Leukaemia Group (FRALLE)
J. Donadieu et al., Prognostic study of continuous variables (white blood cell count, peripheral blast cell count, haemoglobin level, platelet count and age) in childhood acute lymphoblastic leukaemia. Analysis of a population of 1545 children treated by the French acute Lymphoblastic Leukaemia Group (FRALLE), BR J CANC, 83(12), 2000, pp. 1617-1622
Many cutpoints have been proposed to categorize continuous variables in chi
ldhood acute lymphoblastic leukaemia (white blood cell count, peripheral bl
ast cell count, haemoglobin level, platelet count and age), and have been u
sed to define therapeutic subgroups. This variation in the choice of cutpoi
nts leads to a bias called the 'Will Rogers phenomenon'. The aim of this st
udy was to analyse variations in the relative risk of relapse or death as a
function of continuous prognostic variables in childhood ALL and to discus
s the choice of cutpoints. We studied a population of 1545 children with AL
L enrolled in three consecutive protocols named FRALLE 83, FRALLE 87 and FR
ALLE 89. We estimated the risk of relapse or death associated with differen
t values of each continuous prognostic variable by dividing the sample into
quintiles of the distribution of the variables. As regards age, a category
of children under 1 year of age was distinguished and the rest of the popu
lation was divided into quintiles. The floated variance method was used to
calculate the confidence interval of each relative risk, including the refe
rence category. The relation between the quantitative prognostic factors an
d the risk was monotonic for each variable, except for age. for the white b
lood cell count (WBC), the relation is log linear. The risk associated with
WBC values in the upper quintile was 1.9 times higher than that in the low
er quintile. The peripheral blast cell count correlated strongly with WBC (
correlation coefficient: 0.99). The risk increased with the haemoglobin lev
el, and the risk in the upper quintile was 1.3 times higher than that in th
e lower quintile. The risk decreased as the platelet count increased: the r
isk in the lower quintile was 1.2 times higher than that in the upper quint
ile. The risk increased gradually with increasing age above one year. The s
mall subgroup of patients (2.5% of the population) under 1 year of age at d
iagnosis had a risk 2.6 times higher than the reference category of patient
s between 3 and 4.3 years of age. When the risk associated with a quantitat
ive prognostic factor varies monotonously, the selection of a cutpoint is a
rbitrary and represents a loss of information. Despite this loss of informa
tion, such arbitrary categorization may be necessary to define therapeutic
stratification. In that case, consensus cutpoints must be defined if one wa
nts to avoid the Will Rogers phenomenon. The cutpoints proposed by the Rome
workshop and the NCI are arbitrary, but may represent an acceptable conven
tion. (C) 2000 Cancer Research Campaign.