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1.
bioRxiv ; 2023 Sep 19.
Article En | MEDLINE | ID: mdl-37786705

Mesenchymal plasticity has been extensively described in advanced and metastatic epithelial cancers; however, its functional role in malignant progression, metastatic dissemination and therapy response is controversial. More importantly, the role of epithelial mesenchymal transition (EMT) and cell plasticity in tumor heterogeneity, clonal selection and clonal evolution is poorly understood. Functionally, our work clarifies the contribution of EMT to malignant progression and metastasis in pancreatic cancer. We leveraged ad hoc somatic mosaic genome engineering, lineage tracing and ablation technologies and dynamic genetic reporters to trace and ablate tumor-specific lineages along the phenotypic spectrum of epithelial to mesenchymal plasticity. The experimental evidences clarify the essential contribution of mesenchymal lineages to pancreatic cancer evolution and metastatic dissemination. Spatial genomic analysis combined with single cell transcriptomic and epigenomic profiling of epithelial and mesenchymal lineages reveals that EMT promotes with the emergence of chromosomal instability (CIN). Specifically tumor lineages with mesenchymal features display highly conserved patterns of genomic evolution including complex structural genomic rearrangements and chromotriptic events. Genetic ablation of mesenchymal lineages robustly abolished these mutational processes and evolutionary patterns, as confirmed by cross species analysis of pancreatic and other human epithelial cancers. Mechanistically, we discovered that malignant cells with mesenchymal features display increased chromatin accessibility, particularly in the pericentromeric and centromeric regions, which in turn results in delayed mitosis and catastrophic cell division. Therefore, EMT favors the emergence of high-fitness tumor cells, strongly supporting the concept of a cell-state, lineage-restricted patterns of evolution, where cancer cell sub-clonal speciation is propagated to progenies only through restricted functional compartments. Restraining those evolutionary routes through genetic ablation of clones capable of mesenchymal plasticity and extinction of the derived lineages completely abrogates the malignant potential of one of the most aggressive form of human cancer.

2.
Nat Methods ; 20(5): 686-694, 2023 05.
Article En | MEDLINE | ID: mdl-37106232

In biological systems, spatial organization and function are interconnected. Here we present photoselective sequencing, a new method for genomic and epigenomic profiling within morphologically distinct regions. Starting with an intact biological specimen, photoselective sequencing uses targeted illumination to selectively unblock a photocaged fragment library, restricting the sequencing-based readout to microscopically identified spatial regions. We validate photoselective sequencing by measuring the chromatin accessibility profiles of fluorescently labeled cell types within the mouse brain and comparing with published data. Furthermore, by combining photoselective sequencing with a computational strategy for decomposing bulk accessibility profiles, we find that the oligodendrocyte-lineage-cell population is relatively enriched for oligodendrocyte-progenitor cells in the cortex versus the corpus callosum. Finally, we leverage photoselective sequencing at the subcellular scale to identify features of chromatin that are correlated with positioning at the nuclear periphery. These results collectively demonstrate that photoselective sequencing is a flexible and generalizable platform for exploring the interplay of spatial structures with genomic and epigenomic properties.


Chromatin , Genomics , Mice , Animals , Cell Nucleus , Epigenomics/methods , High-Throughput Nucleotide Sequencing/methods
3.
Science ; 371(6532)2021 02 26.
Article En | MEDLINE | ID: mdl-33384301

Understanding genome organization requires integration of DNA sequence and three-dimensional spatial context; however, existing genome-wide methods lack either base pair sequence resolution or direct spatial localization. Here, we describe in situ genome sequencing (IGS), a method for simultaneously sequencing and imaging genomes within intact biological samples. We applied IGS to human fibroblasts and early mouse embryos, spatially localizing thousands of genomic loci in individual nuclei. Using these data, we characterized parent-specific changes in genome structure across embryonic stages, revealed single-cell chromatin domains in zygotes, and uncovered epigenetic memory of global chromosome positioning within individual embryos. These results demonstrate how IGS can directly connect sequence and structure across length scales from single base pairs to whole organisms.


Genome, Human , Genome , Sequence Analysis, DNA , Animals , Base Sequence , Cell Nucleus/genetics , Cell Nucleus/ultrastructure , Chromatin/chemistry , Chromatin/ultrastructure , Chromosome Positioning , Chromosomes, Human/ultrastructure , Chromosomes, Mammalian/ultrastructure , Embryo, Mammalian , Embryonic Development , Epigenesis, Genetic , Fibroblasts , High-Throughput Nucleotide Sequencing , Humans , Mice , Single-Cell Analysis , Spatial Analysis
4.
Proc Natl Acad Sci U S A ; 117(52): 33404-33413, 2020 12 29.
Article En | MEDLINE | ID: mdl-33376219

Single-cell quantification of RNAs is important for understanding cellular heterogeneity and gene regulation, yet current approaches suffer from low sensitivity for individual transcripts, limiting their utility for many applications. Here we present Hybridization of Probes to RNA for sequencing (HyPR-seq), a method to sensitively quantify the expression of hundreds of chosen genes in single cells. HyPR-seq involves hybridizing DNA probes to RNA, distributing cells into nanoliter droplets, amplifying the probes with PCR, and sequencing the amplicons to quantify the expression of chosen genes. HyPR-seq achieves high sensitivity for individual transcripts, detects nonpolyadenylated and low-abundance transcripts, and can profile more than 100,000 single cells. We demonstrate how HyPR-seq can profile the effects of CRISPR perturbations in pooled screens, detect time-resolved changes in gene expression via measurements of gene introns, and detect rare transcripts and quantify cell-type frequencies in tissue using low-abundance marker genes. By directing sequencing power to genes of interest and sensitively quantifying individual transcripts, HyPR-seq reduces costs by up to 100-fold compared to whole-transcriptome single-cell RNA-sequencing, making HyPR-seq a powerful method for targeted RNA profiling in single cells.


DNA Probes/genetics , High-Throughput Nucleotide Sequencing/methods , Nucleic Acid Hybridization , RNA/metabolism , Single-Cell Analysis , Animals , CRISPR-Cas Systems/genetics , Gene Expression , Humans , Introns/genetics , K562 Cells , Kidney/cytology , Mice , Polyadenylation , RNA, Messenger/genetics , RNA, Messenger/metabolism , THP-1 Cells , Time Factors
5.
Cell ; 175(5): 1380-1392.e14, 2018 11 15.
Article En | MEDLINE | ID: mdl-30343895

ADP-ribosylation of proteins can profoundly impact their function and serves as an effective mechanism by which bacterial toxins impair eukaryotic cell processes. Here, we report the discovery that bacteria also employ ADP-ribosylating toxins against each other during interspecies competition. We demonstrate that one such toxin from Serratia proteamaculans interrupts the division of competing cells by modifying the essential bacterial tubulin-like protein, FtsZ, adjacent to its protomer interface, blocking its capacity to polymerize. The structure of the toxin in complex with its immunity determinant revealed two distinct modes of inhibition: active site occlusion and enzymatic removal of ADP-ribose modifications. We show that each is sufficient to support toxin immunity; however, the latter additionally provides unprecedented broad protection against non-cognate ADP-ribosylating effectors. Our findings reveal how an interbacterial arms race has produced a unique solution for safeguarding the integrity of bacterial cell division machinery against inactivating post-translational modifications.


ADP Ribose Transferases/metabolism , Bacterial Proteins/metabolism , Bacterial Toxins/metabolism , Cytoskeletal Proteins/metabolism , N-Glycosyl Hydrolases/metabolism , ADP Ribose Transferases/chemistry , ADP Ribose Transferases/genetics , ADP-Ribosylation , Adenosine Diphosphate/metabolism , Amino Acid Sequence , Bacterial Proteins/antagonists & inhibitors , Bacterial Toxins/chemistry , Bacterial Toxins/genetics , Catalytic Domain , Cytoskeletal Proteins/antagonists & inhibitors , Escherichia coli/growth & development , Escherichia coli/immunology , Escherichia coli/metabolism , Humans , Mutagenesis, Site-Directed , N-Glycosyl Hydrolases/chemistry , N-Glycosyl Hydrolases/genetics , Protein Structure, Tertiary , Protein Subunits/genetics , Protein Subunits/metabolism , Sequence Alignment , Serratia/metabolism , Time-Lapse Imaging
6.
Curr Genet ; 64(5): 1029-1036, 2018 Oct.
Article En | MEDLINE | ID: mdl-29632994

DNA replication is essential to cellular proliferation. The cellular-scale organization of the replication machinery (replisome) and the replicating chromosome has remained controversial. Two competing models describe the replication process: In the track model, the replisomes translocate along the DNA like a train on a track. Alternately, in the factory model, the replisomes form a stationary complex through which the DNA is pulled. We summarize the evidence for each model and discuss a number of confounding aspects that complicate interpretation of the observations. We advocate a factory-like model for bacterial replication where the replisomes form a relatively stationary and weakly associated complex that can transiently separate.


DNA Replication , DNA, Bacterial/biosynthesis , Cell Proliferation/genetics , Chromosomes, Bacterial , Models, Genetic , Replication Origin
7.
Elife ; 62017 01 16.
Article En | MEDLINE | ID: mdl-28092263

The canonical model of DNA replication describes a highly-processive and largely continuous process by which the genome is duplicated. This continuous model is based upon in vitro reconstitution and in vivo ensemble experiments. Here, we characterize the replisome-complex stoichiometry and dynamics with single-molecule resolution in bacterial cells. Strikingly, the stoichiometries of the replicative helicase, DNA polymerase, and clamp loader complexes are consistent with the presence of only one active replisome in a significant fraction of cells (>40%). Furthermore, many of the observed complexes have short lifetimes (<8 min), suggesting that replisome disassembly is quite prevalent, possibly occurring several times per cell cycle. The instability of the replisome complex is conflict-induced: transcription inhibition stabilizes these complexes, restoring the second replisome in many of the cells. Our results suggest that, in contrast to the canonical model, DNA replication is a largely discontinuous process in vivo due to pervasive replication-transcription conflicts.


Bacteria/enzymology , Bacteria/genetics , Cell Cycle Proteins/metabolism , DNA Replication , Multienzyme Complexes/metabolism , Transcription, Genetic , Protein Stability
8.
PLoS Genet ; 13(1): e1006582, 2017 01.
Article En | MEDLINE | ID: mdl-28114307

The positioning of the DNA replication machinery (replisome) has been the subject of several studies. Two conflicting models for replisome localization have been proposed: In the Factory Model, sister replisomes remain spatially co-localized as the replicating DNA is translocated through a stationary replication factory. In the Track Model, sister replisomes translocate independently along a stationary DNA track and the replisomes are spatially separated for the majority of the cell cycle. Here, we used time-lapse imaging to observe and quantify the position of fluorescently labeled processivity-clamp (DnaN) complexes throughout the cell cycle in two highly-divergent bacterial model organisms: Bacillus subtilis and Escherichia coli. Because DnaN is a core component of the replication machinery, its localization patterns should be an appropriate proxy for replisome positioning in general. We present automated statistical analysis of DnaN positioning in large populations, which is essential due to the high degree of cell-to-cell variation. We find that both bacteria show remarkably similar DnaN positioning, where any potential separation of the two replication forks remains below the diffraction limit throughout the majority of the replication cycle. Additionally, the localization pattern of several other core replisome components is consistent with that of DnaN. These data altogether indicate that the two replication forks remain spatially co-localized and mostly function in close proximity throughout the replication cycle. The conservation of the observed localization patterns in these highly divergent species suggests that the subcellular positioning of the replisome is a functionally critical feature of DNA replication.


Cell Cycle , Chromosomes, Bacterial/genetics , DNA-Directed DNA Polymerase/genetics , Multienzyme Complexes/genetics , Bacillus subtilis/cytology , Bacillus subtilis/genetics , DNA Replication , DNA-Directed DNA Polymerase/chemistry , Escherichia coli/cytology , Escherichia coli/genetics , Multienzyme Complexes/chemistry
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