Time, the final frontier

Cancer's notorious heterogeneity poses significant challenges, as each tumor comprises a unique ecosystem. While single-cell and spatial transcriptomics advancements have transformed our understanding of spatial diversity within tumors, the temporal dimension remains underexplored. Tumors are dynamic entities that continuously evolve and adapt, and relying solely on static snapshots obscures the intricate interplay between cancer cells and their microenvironment. Here, we advocate for integrating temporal dynamics into cancer research, emphasizing a fundamental shift from traditional endpoint experiments to data-driven, continuous approaches. This integration involves, for instance, the development of advanced live imaging techniques, innovative temporal omics methodologies, and novel computational tools.

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Publication Details

Journal
Molecular Oncology
Published
2025-03-24
DOI
https://doi.org/10.1002/1878-0261.70025
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00

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article

Time, the final frontier

Guillaume Jacquemet, Omkar Joshi, Gautier Follain, Michal Dibus
Molecular Oncology
Cancer Genomics and Diagnostics
article

Time, the final frontier

Guillaume Jacquemet, Omkar Joshi, Gautier Follain, Michal Dibus
article en

Abstract

Cancer's notorious heterogeneity poses significant challenges, as each tumor comprises a unique ecosystem. While single-cell and spatial transcriptomics advancements have transformed our understanding of spatial diversity within tumors, the temporal dimension remains underexplored. Tumors are dynamic entities that continuously evolve and adapt, and relying solely on static snapshots obscures the intricate interplay between cancer cells and their microenvironment. Here, we advocate for integrating temporal dynamics into cancer research, emphasizing a fundamental shift from traditional endpoint experiments to data-driven, continuous approaches. This integration involves, for instance, the development of advanced live imaging techniques, innovative temporal omics methodologies, and novel computational tools.

Molecular OncologyVol. 19(8)
Åbo Akademi University (FI), University of Turku (FI), Turku Centre for Computer Science (FI)
Academy of Finland, Sigrid Juséliuksen Säätiö, Syöpäjärjestöt, HORIZON EUROPE Marie Sklodowska-Curie Actions
Life in Land
Openalex Percentile: Top 94%
Cancer Genomics and Diagnostics
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