Interpreting cancer genetics through a two-step “evolutionary cascade hypothesis”: bridging neutral and selective perspectives

As predictive models of tumor evolution advance through genomic big data and artificial intelligence-driven analysis, the future of cancer treatment may extend beyond targeting individual mutations to disrupting the underlying evolutionary mechanisms that sustain malignancy. This paradigm shift could redefine therapeutic strategies and ultimately improve patient outcomes.

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Publication Details

Journal
Journal of Translational Medicine
Published
2026-02-13
DOI
https://doi.org/10.1186/s12967-026-07869-w
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
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article

Interpreting cancer genetics through a two-step “evolutionary cascade hypothesis”: bridging neutral and selective perspectives

Francesco Sabbatino, Anna Ceccarelli, Silvia Zappavigna, Mariachiara Santorsola et al.
Journal of Translational Medicine
Cancer Genomics and Diagnostics
article

Interpreting cancer genetics through a two-step “evolutionary cascade hypothesis”: bridging neutral and selective perspectives

Francesco Sabbatino, Anna Ceccarelli, Silvia Zappavigna, Mariachiara Santorsola, Roberto Sirica, Ines Simeone, Giovanni Savarese, Francesco Caraglia, Vincenza Granata, Massimiliano Berretta
article en

Abstract

As predictive models of tumor evolution advance through genomic big data and artificial intelligence-driven analysis, the future of cancer treatment may extend beyond targeting individual mutations to disrupting the underlying evolutionary mechanisms that sustain malignancy. This paradigm shift could redefine therapeutic strategies and ultimately improve patient outcomes.

Journal of Translational MedicineVol. 24(1)
University of Messina (IT), University of Salerno (IT), University of Campania "Luigi Vanvitelli" (IT), Regione Campania (IT), Agostino Gemelli University Polyclinic (IT), Biogem (IT), Federico II University Hospital (IT), University of Campania "Luigi Vanvitelli" (IT), Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale" (IT), University of Naples Federico II (IT)
Zero hunger
Openalex Percentile: Top 60%
Cancer Genomics and Diagnostics
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Interpreting cancer genetics through a two-step “evolutionary cascade hypothesis”: bridging neutral and selective perspectives — Francesco Sabbatino, Anna Ceccarelli, et al. · Journal of Translational Medicine (2026) | TGRS Research Map | TGRS