The evolutionary dynamics of cancer,characterized by its profound heterogeneity,demand sophisticated tools for a holistic understanding.This review delves into tumor phylogenetics,an essential approach bridging evolu-...The evolutionary dynamics of cancer,characterized by its profound heterogeneity,demand sophisticated tools for a holistic understanding.This review delves into tumor phylogenetics,an essential approach bridging evolu-tionary biology with oncology,offering unparalleled insights into cancer’s evolutionary trajectory.We provide an overview of the workflow,encompassing study design,data acquisition,and phylogeny reconstruction.No-tably,the integration of diverse data sets emerges as a transformative step,enhancing the depth and breadth of evolutionary insights.With this integrated perspective,tumor phylogenetics stands poised to redefine our understanding of cancer evolution and influence therapeutic strategies.展开更多
The molecular clock model is fundamental for inferring species divergence times from molecular sequences.However,its direct application may introduce significant biases due to sequencing errors,recombination events,an...The molecular clock model is fundamental for inferring species divergence times from molecular sequences.However,its direct application may introduce significant biases due to sequencing errors,recombination events,and inaccurately labeled sampling times.Improving accuracy necessitates rigorous quality control measures to identify and remove potentially erroneous sequences.Furthermore,while not all branches of a phylogenetic tree may exhibit a clear temporal signal,specific branches may still adhere to the assumptions,with varying evolutionary rates.Supporting a relaxed molecular clock model better aligns with the complexities of evolution.The root-to-tip regression method has been widely used to analyze the temporal signal in phylogenetic studies and can be generalized for detecting other phylogenetic signals.Despite its utility,there remains a lack of corresponding software implementations for broader applications.To address this gap,we present shinyTempSignal,an interactive web application implemented with the shiny framework,available as an R package and publicly accessible at https://github.com/YuLab-SMU/shinyTempSignal.This tool facilitates the analysis of temporal and other phylogenetic signals under both strict and relaxed models.By extending the root-to-tip regression method to diverse signals,shinyTempSignal helps in the detection of evolving features or traits,thereby laying the foundation for deeper insights and subsequent analyses.展开更多
基金supported by the National Natural Science Founda-tion of China(approval number:32270677).
文摘The evolutionary dynamics of cancer,characterized by its profound heterogeneity,demand sophisticated tools for a holistic understanding.This review delves into tumor phylogenetics,an essential approach bridging evolu-tionary biology with oncology,offering unparalleled insights into cancer’s evolutionary trajectory.We provide an overview of the workflow,encompassing study design,data acquisition,and phylogeny reconstruction.No-tably,the integration of diverse data sets emerges as a transformative step,enhancing the depth and breadth of evolutionary insights.With this integrated perspective,tumor phylogenetics stands poised to redefine our understanding of cancer evolution and influence therapeutic strategies.
基金supported by the National Natural Science Foundation of China(32270677).
文摘The molecular clock model is fundamental for inferring species divergence times from molecular sequences.However,its direct application may introduce significant biases due to sequencing errors,recombination events,and inaccurately labeled sampling times.Improving accuracy necessitates rigorous quality control measures to identify and remove potentially erroneous sequences.Furthermore,while not all branches of a phylogenetic tree may exhibit a clear temporal signal,specific branches may still adhere to the assumptions,with varying evolutionary rates.Supporting a relaxed molecular clock model better aligns with the complexities of evolution.The root-to-tip regression method has been widely used to analyze the temporal signal in phylogenetic studies and can be generalized for detecting other phylogenetic signals.Despite its utility,there remains a lack of corresponding software implementations for broader applications.To address this gap,we present shinyTempSignal,an interactive web application implemented with the shiny framework,available as an R package and publicly accessible at https://github.com/YuLab-SMU/shinyTempSignal.This tool facilitates the analysis of temporal and other phylogenetic signals under both strict and relaxed models.By extending the root-to-tip regression method to diverse signals,shinyTempSignal helps in the detection of evolving features or traits,thereby laying the foundation for deeper insights and subsequent analyses.
