KINETICS OF TUMOR GROWTH OF PROSTATE CARCINOMA
ESTIMATED USING PROSTATE-SPECIFIC ANTIGEN
ALEXANDER M. TRUSKINOVSKY, ALAN W. PARTIN, AND MARTIN H. KROLL
ABSTRACT
Objectives. To investigate whether the second-order kinetics model of prostate-specific antigen (PSA)
increase would be more appropriate in some cases than the traditionally assumed first-order model. PSA
levels are used to detect tumor recurrence after radical prostatectomy, and the rate of PSA increase is used
to predict patients’ prognosis.
Methods. Sequential PSA values from 147 patients showing detectable PSA after radical prostatectomy
were analyzed by nonlinear regression analysis. The best-fitting model was chosen using the lowest sum of
squares residual error.
Results. Of the 147 cases, 90 (61.2%) followed the first-order kinetics, and 57 (38.8%) were better
described by second-order kinetics. The order of PSA increase correlated with the Gleason score of the
tumor in the radical prostatectomy specimens. The first-order kinetics were associated with tumors with
Gleason scores of 5 to 6, 7, and 9, and the second-order kinetics were associated with tumors with a Gleason
score of 8 (P 0.01). Our data did not show a correlation between the order of PSA increase and the clinical
prognosis.
Conclusions. The presence of a group of tumors in which the increase in PSA follows second-order
kinetics is significant. Such an increase may be associated with an autocatalytic mechanism assisting
tumor growth. The existence of such a mechanism requires additional investigation. UROLOGY 66:
577–581, 2005. © 2005 Elsevier Inc.
S
ince the 1980s, prostate-specific antigen (PSA)
has been the most important tumor marker in
urology.
1
PSA is used to detect and stage prostate
carcinoma and to monitor disease after radical
prostatectomy (RP) or radiotherapy.
1
After defini-
tive radiotherapy, the serum PSA concentration
falls to very low, although detectable, values.
2
After
RP, the serum PSA level declines to undetectable
levels. The finding of measurable serum PSA con-
centrations greater than 0.2 ng/mL after RP or of a
rising PSA level after radiotherapy constitutes bio-
chemical disease recurrence.
2–6
Mathematical
modeling of PSA kinetics after radiotherapy is
complex, because of the variable sources of PSA in
the irradiated prostate, including the regenerating
non-neoplastic prostatic tissue, recurrent prostate
carcinoma, and distant metastases.
7
In contrast,
biochemical recurrence is a virtually tumor-spe-
cific finding after RP, because no residual benign
prostatic tissue producing PSA is present. There-
fore, biochemical recurrence is a direct sign of car-
cinoma recurrence.
3
Changes in the serum PSA levels have been used
as a surrogate marker for the rate of tumor growth.
8
The PSA doubling time is the most widely used
parameter to assess the rate of PSA increase after
biochemical recurrence.
4
A meaningful use of the
PSA doubling time is possible only if one assumes
an exponential, or first-order, tumor growth, with
a corresponding exponential increase in the PSA
level. Therefore, many researchers have fitted the
sequential PSA values from the same patient to an
exponential curve using linear and nonlinear re-
gression analysis.
2
The exponential growth model assumes that the
net sum of positive and negative influences on the
From the Department of Laboratory Medicine and Pathology,
University of Minnesota Medical School, Minneapolis, Minne-
sota; Department of Urology, Johns Hopkins Medical Institutions,
Baltimore, Maryland; and Department of Pathology and Labora-
tory Medicine, University of Texas Southwestern School of Med-
icine, Dallas, Texas
Reprint requests: Alexander M. Truskinovsky, M.D., De-
partment of Laboratory Medicine and Pathology, University of
Minnesota Medical School, 420 Delaware Street Southeast,
Mayo Mail Code 76, Minneapolis, MN 55455. E-mail: atruski@
atruski.cnc.net
Submitted: November 23, 2004, accepted (with revisions):
March 31, 2005
ADULT UROLOGY
CME ARTICLE
© 2005 ELSEVIER INC. 0090-4295/05/$30.00
ALL RIGHTS RESERVED doi:10.1016/j.urology.2005.03.085 577