TY - JOUR
T1 - Exploiting volatile fingerprints for bladder cancer diagnosis
T2 - A scoping review of metabolomics and sensor-based approaches
AU - Carapito, Ângela
AU - Roque, Ana Cecília A.
AU - Carvalho, Félix
AU - Pinto, Joana
AU - Guedes de Pinho, Paula
N1 - Funding Information:
This work was funded by national funds from FCT -Fundação para a Ciência e a Tecnologia, I.P., in the scope of the Research Unit on Applied Molecular Biosciences‒UCIBIO (projects UIDP/04378/2020 and UIDB/04378/2020 ), and the Associate Laboratory Institute for Health and Bioeconomy ‒i4HB (project LA/P/0140/2020 ). Â.C. acknowledges FCT for her PhD grant ( 2021.05844.BD ). The figures were created using Biorender.com and GraphPad Prism 6 and 10 software.
Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2024/2/1
Y1 - 2024/2/1
N2 - Bladder cancer (BC) represents a significant global health concern, for which early detection is essential to improve patient outcomes. This review evaluates the potential of the urinary volatile organic compounds (VOCs) as biomarkers for detecting and staging BC. The methods used include gas chromatography-mass spectrometry (GC-MS)-based metabolomics and electronic-nose (e-nose) sensors. The GC-MS studies that have been published reveal diverse results in terms of diagnostic performance. The sensitivities range from 27 % to an impressive 97 %, while specificities vary between 43 % and 94 %. Furthermore, the accuracies reported in these studies range from 80 to 89 %. In the urine of BC patients, a total of 80 VOCs were discovered to be significantly altered when compared to controls. These VOCs encompassed a variety of chemical classes such as alcohols, aldehydes, alkanes, aromatic compounds, fatty acids, ketones, and terpenoids, among others. Conversely, e-nose-based studies displayed sensitivities from 60 to 100 %, specificities from 53 to 96 %, and accuracies from 65 to 97 %. Interestingly, conductive polymer-based sensors performed better, followed by metal oxide semiconductor and optical sensors. GC-MS studies have shown improved performance in detecting early stages and low-grade tumors, providing valuable insights into staging. Based on these findings, VOC-based diagnostic tools hold great promise for early BC detection and staging. Further studies are needed to validate biomarkers and their classification performance. In the future, advancements in VOC profiling technologies may significantly contribute to improving the overall survival and quality of life for BC patients.
AB - Bladder cancer (BC) represents a significant global health concern, for which early detection is essential to improve patient outcomes. This review evaluates the potential of the urinary volatile organic compounds (VOCs) as biomarkers for detecting and staging BC. The methods used include gas chromatography-mass spectrometry (GC-MS)-based metabolomics and electronic-nose (e-nose) sensors. The GC-MS studies that have been published reveal diverse results in terms of diagnostic performance. The sensitivities range from 27 % to an impressive 97 %, while specificities vary between 43 % and 94 %. Furthermore, the accuracies reported in these studies range from 80 to 89 %. In the urine of BC patients, a total of 80 VOCs were discovered to be significantly altered when compared to controls. These VOCs encompassed a variety of chemical classes such as alcohols, aldehydes, alkanes, aromatic compounds, fatty acids, ketones, and terpenoids, among others. Conversely, e-nose-based studies displayed sensitivities from 60 to 100 %, specificities from 53 to 96 %, and accuracies from 65 to 97 %. Interestingly, conductive polymer-based sensors performed better, followed by metal oxide semiconductor and optical sensors. GC-MS studies have shown improved performance in detecting early stages and low-grade tumors, providing valuable insights into staging. Based on these findings, VOC-based diagnostic tools hold great promise for early BC detection and staging. Further studies are needed to validate biomarkers and their classification performance. In the future, advancements in VOC profiling technologies may significantly contribute to improving the overall survival and quality of life for BC patients.
KW - Bladder cancer
KW - Electronic-nose sensors
KW - Gas chromatography-mass spectrometry
KW - Metabolomics
KW - Urine
KW - Volatile organic compounds
UR - http://www.scopus.com/inward/record.url?scp=85173586748&partnerID=8YFLogxK
U2 - 10.1016/j.talanta.2023.125296
DO - 10.1016/j.talanta.2023.125296
M3 - Review article
C2 - 37839328
AN - SCOPUS:85173586748
SN - 0039-9140
VL - 268
JO - Talanta
JF - Talanta
M1 - 125296
ER -