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1.
Cancer Cell ; 40(11): 1423-1439.e11, 2022 11 14.
Article in English | MEDLINE | ID: mdl-36240778

ABSTRACT

Intratumoral heterogeneity is a seminal feature of human tumors contributing to tumor progression and response to treatment. Current technologies are still largely unsuitable to accurately track phenotypes and clonal evolution within tumors, especially in response to genetic manipulations. Here, we developed epitopes for imaging using combinatorial tagging (EpicTags), which we coupled to multiplexed ion beam imaging (EpicMIBI) for in situ tracking of barcodes within tissue microenvironments. Using EpicMIBI, we dissected the spatial component of cell lineages and phenotypes in xenograft models of small cell lung cancer. We observed emergent properties from mixed clones leading to the preferential expansion of clonal patches for both neuroendocrine and non-neuroendocrine cancer cell states in these models. In a tumor model harboring a fraction of PTEN-deficient cancer cells, we observed a non-autonomous increase of clonal patch size in PTEN wild-type cancer cells. EpicMIBI facilitates in situ interrogation of cell-intrinsic and cell-extrinsic processes involved in intratumoral heterogeneity.


Subject(s)
Neoplasms , Humans , Epitopes , Neoplasms/pathology , Clonal Evolution , Clone Cells/pathology , Cell Lineage , Tumor Microenvironment
2.
Nucleic Acids Res ; 49(2): 674-683, 2021 01 25.
Article in English | MEDLINE | ID: mdl-33367725

ABSTRACT

In vitro selection is a powerful tool that can be used to understand basic principles of molecular evolution. We used in vitro selection to understand how changes in length and the accumulation of point mutations enable the evolution of functional RNAs. Using RNA populations of various lengths, we performed a series of in vitro experiments to select for ribozymes with RNA ligase activity. We identified a core ribozyme structure that was robust to changes in RNA length, high levels of mutagenesis, and increased selection pressure. Elaboration on this core structure resulted in improved activity which we show is consistent with a larger trend among functional RNAs in which increasing motif size can lead to an exponential improvement in fitness. We conclude that elaboration on conserved core structures is a preferred mechanism in RNA evolution. This conclusion, drawn from selections of RNAs from random sequences, is consistent with proposed evolutionary histories of specific biological RNAs. More generally, our results indicate that modern RNA structures can be used to infer ancestral structures. Our observations also suggest a mechanism by which structural outcomes of early RNA evolution would be largely reproducible even though RNA fitness landscapes consist of disconnected clusters of functional sequences.


Subject(s)
RNA/chemistry , Base Sequence , Catalytic Domain , Directed Molecular Evolution , Gene Library , High-Throughput Nucleotide Sequencing , Kinetics , Nucleic Acid Conformation , Nucleotide Motifs , Point Mutation , RNA/genetics , RNA, Catalytic/chemistry , RNA, Catalytic/metabolism
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