Variant allele frequency: a decision-making tool in precision oncology?

被引:12
|
作者
Bielo, Luca Boscolo [1 ,2 ]
Trapani, Dario [1 ,2 ]
Repetto, Matteo [1 ,2 ,3 ]
Crimini, Edoardo [1 ,2 ]
Valenza, Carmine [1 ,2 ]
Belli, Carmen [1 ]
Criscitiello, Carmen [1 ,2 ]
Marra, Antonio [1 ]
Subbiah, Vivek [4 ]
Curigliano, Giuseppe [1 ,2 ]
机构
[1] IRCCS, European Inst Oncol, Div New Drugs & Early Drug Dev Innovat Therapies, Milan, Italy
[2] Univ Milan, Dept Oncol & Hemato Oncol, Milan, Italy
[3] Mem Sloan Kettering Canc Ctr, Early Drug Dev Serv, New York, NY USA
[4] Sarah Cannon Res Inst, Drug Dev Unit, Nashville, TN USA
来源
TRENDS IN CANCER | 2023年 / 9卷 / 12期
关键词
CIRCULATING TUMOR DNA; CELL-FREE DNA; LUNG ADENOCARCINOMA; MUTATION DETECTION; CLINICAL UTILITY; EGFR-TKI; PLASMA; EFFICACY; HETEROGENEITY; ABUNDANCE;
D O I
10.1016/j.trecan.2023.08.011
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Precision oncology requires additional predictive biomarkers for targeted therapy selection. Variant allele frequency (VAF), measuring the proportion of variant alleles within a genomic locus, provides insights into tumor clonality in somatic genomic testing, yielding a strong rationale for targeting dominant cancer cell populations. The prognostic and predictive roles of VAF have been evaluated across different studies. Yet, the absence of validated VAF thresholds and a lack of standardization between sequencing assays currently hampers its clinical utility. Therefore, analytical and clinical validation must be further examined. This Review summarizes the evidence regarding the use of VAF as a predictive biomarker and discusses challenges and opportunities for its clinical implementation as a decision-making tool for targeted therapy selection.
引用
收藏
页码:1058 / 1068
页数:11
相关论文
共 50 条
  • [1] A Quantitative Paradigm for Decision-Making in Precision Oncology
    Engelhardt, Dalit
    Michor, Franziska
    TRENDS IN CANCER, 2021, 7 (04): : 293 - 300
  • [2] Intricacies of human–AI interaction in dynamic decision-making for precision oncology
    Dipesh Niraula
    Kyle C. Cuneo
    Ivo D. Dinov
    Brian D. Gonzalez
    Jamalina B. Jamaluddin
    Jionghua Judy Jin
    Yi Luo
    Martha M. Matuszak
    Randall K. Ten Haken
    Alex K. Bryant
    Thomas J. Dilling
    Michael P. Dykstra
    Jessica M. Frakes
    Casey L. Liveringhouse
    Sean R. Miller
    Matthew N. Mills
    Russell F. Palm
    Samuel N. Regan
    Anupam Rishi
    Javier F. Torres-Roca
    Hsiang-Hsuan Michael Yu
    Issam El Naqa
    Nature Communications, 16 (1)
  • [3] THE DECISION-MAKING PROCESS IN ONCOLOGY
    HOERNI, B
    BULLETIN DU CANCER, 1991, 78 : S7 - S10
  • [4] Decision-making as discovery: Vetting clinical research in a leading precision oncology service
    Cambrosio, Alberto
    Campbell, Jonah
    Drilon, Alexander E.
    Keating, Peter
    Polk, Jess B.
    SOCIOLOGY OF HEALTH & ILLNESS, 2024, 46 (03) : 495 - 513
  • [5] Genomic expertise in action: molecular tumour boards and decision-making in precision oncology
    Bourret, Pascale
    Cambrosio, Alberto
    SOCIOLOGY OF HEALTH & ILLNESS, 2019, 41 (08) : 1568 - 1584
  • [6] PredictONCO: a web tool supporting decision-making in precision oncology by extending the bioinformatics predictions with advanced computing and machine learning
    Stourac, Jan
    Borko, Simeon
    Khan, Rayyan T.
    Pokorna, Petra
    Dobias, Adam
    Planas-Iglesias, Joan
    Mazurenko, Stanislav
    Pinto, Gaspar
    Szotkowska, Veronika
    Sterba, Jaroslav
    Slaby, Ondrej
    Damborsky, Jiri
    Bednar, David
    BRIEFINGS IN BIOINFORMATICS, 2024, 25 (01)
  • [7] PSA AS A TOOL FOR DECISION-MAKING
    NIEHAUS, F
    LEDERMAN, L
    NUCLEAR ENGINEERING AND DESIGN, 1986, 93 (2-3) : 349 - 356
  • [8] The CCEIP Decision-Making Tool
    Tibbo, Phil
    EARLY INTERVENTION IN PSYCHIATRY, 2016, 10 : 151 - 151
  • [9] TOOL FOR PLANNING AND DECISION-MAKING
    TURK, FJ
    MANAGEMENT FOCUS, 1980, 27 (02): : 8 - 13
  • [10] DECISION-MAKING PARADIGM IN CLINICAL ONCOLOGY
    Novik, A. A.
    Ionova, T. I.
    Gorodokin, G. I.
    QUALITY OF LIFE RESEARCH, 2005, 14 (09) : 2093 - 2093