Variant Allele Frequency Analysis of Circulating Tumor DNA as a Promising Tool in Assessing the Effectiveness of Treatment in Non-Small Cell Lung Carcinoma Patients

被引:1
作者
Galant, Natalia [1 ]
Nicos, Marcin [1 ]
Kuznar-Kaminska, Barbara [2 ]
Krawczyk, Pawel [1 ]
机构
[1] Med Univ Lublin, Dept Pneumonol Oncol & Allergol, PL-20059 Lublin, Poland
[2] Poznan Univ Med Sci, Dept Pulmonol Allergol & Resp Oncol, Poznan, Poland
关键词
NSCLC; liquid biopsy; circulating free DNA; circulating tumor DNA; variant allele frequency; personalized treatment; PASSENGER MUTATIONS; LIQUID BIOPSIES; CANCER; PLASMA; EFFICACY; NSCLC; IDENTIFICATION; CHEMOTHERAPY; DISEASE; CTDNA;
D O I
10.3390/cancers16040782
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary The non-invasive characteristic of liquid biopsy enables an increase in the potential of VAF analysis in monitoring tumor progression, remission, and recurrence during or after treatment. Moreover, the use of VAF analysis appears to be beneficial in making treatment decisions. Several studies have been performed on patients with NSCLC to evaluate the possibility of VAF usage. However, several issues require better understanding and standardization before VAF testing can be implemented in clinical practice. In this review, we discuss the difficulties in the application of ctDNA VAF analysis in clinical routine, discussing the diagnostic and methodological challenges in VAF measurement in liquid biopsy. We highlight the possible applications of VAF-based measurement in the monitoring of personalized treatment in patients with NSCLC who are under consideration in clinical trials.Abstract Despite the different possible paths of treatment, lung cancer remains one of the leading causes of death in oncological patients. New tools guiding the therapeutic process are under scientific investigation, and one of the promising indicators of the effectiveness of therapy in patients with NSCLC is variant allele frequency (VAF) analysis. VAF is a metric characterized as the measurement of the specific variant allele proportion within a genomic locus, and it can be determined using methods based on NGS or PCR. It can be assessed using not only tissue samples but also ctDNA (circulating tumor DNA) isolated from liquid biopsy. The non-invasive characteristic of liquid biopsy enables a more frequent collection of material and increases the potential of VAF analysis in monitoring therapy. Several studies have been performed on patients with NSCLC to evaluate the possibility of VAF usage. The research carried out so far demonstrates that the evaluation of VAF dynamics may be useful in monitoring tumor progression, remission, and recurrence during or after treatment. Moreover, the use of VAF analysis appears to be beneficial in making treatment decisions. However, several issues require better understanding and standardization before VAF testing can be implemented in clinical practice. In this review, we discuss the difficulties in the application of ctDNA VAF analysis in clinical routine, discussing the diagnostic and methodological challenges in VAF measurement in liquid biopsy. We highlight the possible applications of VAF-based measurements that are under consideration in clinical trials in the monitoring of personalized treatments for patients with NSCLC.
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页数:17
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[11]   Discovery of Targetable Genetic Alterations in NSCLC Patients with Different Metastatic Patterns Using a MassARRAY-Based Circulating Tumor DNA Assay [J].
Belloum, Yassine ;
Janning, Melanie ;
Mohme, Malte ;
Simon, Ronald ;
Kropidlowski, Jolanthe ;
Sartori, Alexander ;
Irwin, Darryl ;
Westphal, Manfred ;
Lamszus, Katrin ;
Loges, Sonja ;
Riethdorf, Sabine ;
Pantel, Klaus ;
Wikman, Harriet .
CELLS, 2020, 9 (11) :1-13
[12]   The clinical landscape of cell-free DNA alterations in 1671 patients with advanced biliary tract cancer [J].
Berchuck, J. E. ;
Facchinetti, F. ;
DiToro, D. F. ;
Baiev, I ;
Majeed, U. ;
Reyes, S. ;
Chen, C. ;
Zhang, K. ;
Sharman, R. ;
Uson, P. L. S., Jr. ;
Maurer, J. ;
Shroff, R. T. ;
Pritchard, C. C. ;
Wu, M-J ;
Catenacci, D. V. T. ;
Javle, M. ;
Friboulet, L. ;
Hollebecque, A. ;
Bardeesy, N. ;
Zhu, A. X. ;
Lennerz, J. K. ;
Tan, B. ;
Borad, M. ;
Parikh, A. R. ;
Kiedrowski, L. A. ;
Kelley, R. K. ;
Mody, K. ;
Juric, D. ;
Goyal, L. .
ANNALS OF ONCOLOGY, 2022, 33 (12) :1269-1283
[13]   Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies [J].
Bettegowda, Chetan ;
Sausen, Mark ;
Leary, Rebecca J. ;
Kinde, Isaac ;
Wang, Yuxuan ;
Agrawal, Nishant ;
Bartlett, Bjarne R. ;
Wang, Hao ;
Luber, Brandon ;
Alani, Rhoda M. ;
Antonarakis, Emmanuel S. ;
Azad, Nilofer S. ;
Bardelli, Alberto ;
Brem, Henry ;
Cameron, John L. ;
Lee, Clarence C. ;
Fecher, Leslie A. ;
Gallia, Gary L. ;
Gibbs, Peter ;
Le, Dung ;
Giuntoli, Robert L. ;
Goggins, Michael ;
Hogarty, Michael D. ;
Holdhoff, Matthias ;
Hong, Seung-Mo ;
Jiao, Yuchen ;
Juhl, Hartmut H. ;
Kim, Jenny J. ;
Siravegna, Giulia ;
Laheru, Daniel A. ;
Lauricella, Calogero ;
Lim, Michael ;
Lipson, Evan J. ;
Marie, Suely Kazue Nagahashi ;
Netto, George J. ;
Oliner, Kelly S. ;
Olivi, Alessandro ;
Olsson, Louise ;
Riggins, Gregory J. ;
Sartore-Bianchi, Andrea ;
Schmidt, Kerstin ;
Shih, Ie-Ming ;
Oba-Shinjo, Sueli Mieko ;
Siena, Salvatore ;
Theodorescu, Dan ;
Tie, Jeanne ;
Harkins, Timothy T. ;
Veronese, Silvio ;
Wang, Tian-Li ;
Weingart, Jon D. .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
[14]   Applications and analysis of targeted genomic sequencing in cancer studies [J].
Bewicke-Copley, Findlay ;
Kumar, Emil Arjun ;
Palladino, Giuseppe ;
Korfi, Koorosh ;
Wang, Jun .
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2019, 17 :1348-1359
[15]   Variant allele frequency: a decision-making tool in precision oncology? [J].
Bielo, Luca Boscolo ;
Trapani, Dario ;
Repetto, Matteo ;
Crimini, Edoardo ;
Valenza, Carmine ;
Belli, Carmen ;
Criscitiello, Carmen ;
Marra, Antonio ;
Subbiah, Vivek ;
Curigliano, Giuseppe .
TRENDS IN CANCER, 2023, 9 (12) :1058-1068
[16]   Quantitative and Qualitative Analysis of Blood-based Liquid Biopsies to Inform Clinical Decision-making in Prostate Cancer [J].
Casanova-Salas, Irene ;
Athie, Alejandro ;
Boutros, Paul C. ;
Del Re, Marzia ;
Miyamoto, David T. ;
Pienta, Kenneth J. ;
Posadas, Edwin M. ;
Sowalsky, Adam G. ;
Stenzl, Arnulf ;
Wyatt, Alexander W. ;
Mateo, Joaquin .
EUROPEAN UROLOGY, 2021, 79 (06) :762-771
[17]   Early Detection of Molecular Residual Disease in Localized Lung Cancer by Circulating Tumor DNA Profiling [J].
Chaudhuri, Aadel A. ;
Chabon, Jacob J. ;
Lovejoy, Alexander F. ;
Newman, Aaron M. ;
Stehr, Henning ;
Azad, Tej D. ;
Khodadoust, Michael S. ;
Esfahani, Mohammad Shahrokh ;
Liu, Chih Long ;
Zhou, Li ;
Scherer, Florian ;
Kurtz, David M. ;
Say, Carmen ;
Carter, Justin N. ;
Merriott, David J. ;
Dudley, Jonathan C. ;
Binkley, Michael S. ;
Modlin, Leslie ;
Padda, Sukhmani K. ;
Gensheimer, Michael F. ;
West, Robert B. ;
Shrager, Joseph B. ;
Neal, Joel W. ;
Wakelee, Heather A. ;
Loo, Billy W., Jr. ;
Alizadeh, Ash A. ;
Diehn, Maximilian .
CANCER DISCOVERY, 2017, 7 (12) :1394-1403
[18]   Individualized tumor-informed circulating tumor DNA analysis for postoperative monitoring of non-small cell cancer [J].
Chen, Kezhong ;
Yang, Fan ;
Shen, Haifeng ;
Wang, Chenyang ;
Li, Xi ;
Chervova, Olga ;
Wu, Shuailai ;
Qiu, Fujun ;
Peng, Di ;
Zhu, Xin ;
Chuai, Shannon ;
Beck, Stephan ;
Kanu, Nnennaya ;
Carbone, David ;
Zhang, Zhihong ;
Wang, Jun .
CANCER CELL, 2023, 41 (10) :1749-+
[19]   Next-generation sequencing in liquid biopsy: cancer screening and early detection [J].
Chen, Ming ;
Zhao, Hongyu .
HUMAN GENOMICS, 2019, 13 (1) :34
[20]   ctDNA Concentration, MIKI67 Mutations and Hyper-Progressive Disease Related Gene Mutations Are Prognostic Markers for Camrelizumab and Apatinib Combined Multiline Treatment in Advanced NSCLC [J].
Chen, Yao ;
Li, Xiaobin ;
Liu, Guifeng ;
Chen, Shifu ;
Xu, Mingyan ;
Song, Lele ;
Wang, Yina .
FRONTIERS IN ONCOLOGY, 2020, 10