E. Artachoperula et al., NUCLEAR QUANTITATIVE GRADING BY DISCRIMINANT-ANALYSIS OF RENAL-CELL CARCINOMA SAMPLES - A PATIENT SURVIVAL EVALUATION, Journal of pathology, 173(2), 1994, pp. 105-114
Specimens from 60 cases of renal cell carcinoma (RCC) were graded empl
oying quantitative nuclear data combined with multivariate discriminan
t analysis. Evaluation of patient survival was analysed with respect t
o quantitative microscopic and qualitative features. Both morphometric
and stereological estimators were used to establish the nuclear size
and form pattern of the RCC specimens. Tumoural dedifferentiation para
lleled progressive increases in nuclear elongation and in two- and, es
pecially, three-dimensional-mean nuclear volume (MNV)-size parameters.
Using stepwise discriminant analysis, 85.0 per cent of the specimens
were correctly classified when differentiating grade 2 and 3 tumours.
It is concluded that simple and realistic estimates of MNV are the bes
t discriminator for objective grading in patients with RCC. Univariate
survival analysis demonstrated the important significance of several
features such as MNV, clinical stage, and nuclear discriminant and his
topathological tumour grades. Nuclear form factor PE, area, and perime
ter were also significant. A prognosis study based on the Cox model us
ing a stepwise selection of parameters showed that only MNV has an ind
ependent prognostic role when examining all investigated quantitative
parameters. The clinical stage was the best prognostic feature when al
l quantitative and qualitative characteristics were included in the an
alysis.