posted on 2021-05-27, 18:33authored byIqbal Mahmud, Frederico G. Pinto, Vanessa Y. Rubio, Bongyong Lee, Christian P. Pavlovich, Ranjan J. Perera, Timothy J. Garrett
The
limitation of prostate specific antigen (PSA) for prostate
cancer (PC) diagnosis is well-recognized. The Gleason score (GS) has
been the most widely used grading system for prostate tumor differentiation
and represents the best-established prognostic indicator for prostate
cancer progression. However, a rapid and sensitive noninvasive diagnostic
marker that differentiates GS-based prostate cancer disease progression
is needed. As PC is becoming a leading cause of cancer related death
for men in the U.S. and worldwide, an immediate need exists for an
improved, sensitive, noninvasive, and rapid diagnostic test for PC
screening. Here, we employed paper spray ionization-mass spectrometry
(PSI MS)-based global metabolomics of urine liquid biopsies to distinguish
between healthy (negative for any prostate specific health problems)
and progressive PC states (low grade PC such as GS6 and high-grade
PC such as GS7, GS8, and GS9). For PSI-MS-based direct untargeted
metabolic investigation, a raw urine sample was directly pipetted
onto a triangular paper substrate, without any additional sample preparation.
Multivariate statistical analysis revealed distinct GS-specific metabolic
signatures compared to a healthy control. Variable importance in projection
from partial least-squares-discriminant analysis showed distinct metabolic
patterns that were correlatively elevated with progressive disease
and could serve as biomarkers for diagnosis of prostate cancer risk
categorization.