M. Aubele et al., IDENTIFICATION OF A LOW-RISK GROUP OF STAGE-I BREAST-CANCER PATIENTS BY CYTOMETRICALLY ASSESSED DNA AND NUCLEAR TEXTURE PARAMETERS, Journal of pathology, 177(4), 1995, pp. 377-384
Image cytometrical measurements were performed on Feulgen-stained cell
s from 329 stage I breast cancers (pTlpNO,MO,RO). For each patient, se
veral DNA (ploidy, S-phase fraction, exceeding rates, 2c deviation ind
ex, ploidy balance, entropy, and histogram typing), morphometric (area
and radius of nuclei), and textural parameters (mainly co-occurrence
and run-length) were calculated. The prognostic value of these paramet
ers was investigated by multivariate Cox regression analysis, consider
ing a distant recurrence-free survival of 8 years as the prognostic cr
iterion. In the multivariate analysis, one DNA parameter (histogram ty
pe) and two textural parameters (co-occurrence and variation of the av
erage heterochromatin area) were proven to have independent prognostic
value. Using a linear combination of these variables, a prognostic fa
ctor was calculated for each individual patient. Patients were stratif
ied using this factor into several groups according to their risk for
distant recurrence. Thus, a low-risk group of stage I patients was ide
ntified, remaining distant recurrence-free for 8 years. In addition, a
group of patients with a worse prognosis and an 8-year recurrence rat
e of about 26 per cent was identified, compared with the average dista
nt recurrence rate of all stage I patients of 13 per cent. A combinati
on of DNA and textural parameters can provide powerful prognostic info
rmation in stage I breast carcinomas and may allow a better selection
of patients for different therapy protocols.