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1.
Nat Commun ; 15(1): 3475, 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38658552

ABSTRACT

Somatic copy number alterations (SCNAs) are pervasive in advanced human cancers, but their prevalence and spatial distribution in early-stage, localized tumors and their surrounding normal tissues are poorly characterized. Here, we perform multi-region, single-cell DNA sequencing to characterize the SCNA landscape across tumor-rich and normal tissue in two male patients with localized prostate cancer. We identify two distinct karyotypes: 'pseudo-diploid' cells harboring few SCNAs and highly aneuploid cells. Pseudo-diploid cells form numerous small-sized subclones ranging from highly spatially localized to broadly spread subclones. In contrast, aneuploid cells do not form subclones and are detected throughout the prostate, including normal tissue regions. Highly localized pseudo-diploid subclones are confined within tumor-rich regions and carry deletions in multiple tumor-suppressor genes. Our study reveals that SCNAs are widespread in normal and tumor regions across the prostate in localized prostate cancer patients and suggests that a subset of pseudo-diploid cells drive tumorigenesis in the aging prostate.


Subject(s)
DNA Copy Number Variations , Prostatic Neoplasms , Single-Cell Analysis , Humans , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Aneuploidy , Prostate/pathology , Prostate/metabolism , Clone Cells , Diploidy , Aged
2.
Cell Syst ; 15(2): 149-165.e10, 2024 Feb 21.
Article in English | MEDLINE | ID: mdl-38340731

ABSTRACT

Cell types can be classified according to shared patterns of transcription. Non-genetic variability among individual cells of the same type has been ascribed to stochastic transcriptional bursting and transient cell states. Using high-coverage single-cell RNA profiling, we asked whether long-term, heritable differences in gene expression can impart diversity within cells of the same type. Studying clonal human lymphocytes and mouse brain cells, we uncovered a vast diversity of heritable gene expression patterns among different clones of cells of the same type in vivo. We combined chromatin accessibility and RNA profiling on different lymphocyte clones to reveal thousands of regulatory regions exhibiting interclonal variation, which could be directly linked to interclonal variation in gene expression. Our findings identify a source of cellular diversity, which may have important implications for how cellular populations are shaped by selective processes in development, aging, and disease. A record of this paper's transparent peer review process is included in the supplemental information.


Subject(s)
Chromatin , RNA , Humans , Mice , Animals , Aging , Gene Expression
3.
Hippocampus ; 33(4): 391-401, 2023 04.
Article in English | MEDLINE | ID: mdl-36468233

ABSTRACT

Hippocampal adult neural stem cells emerge from progeny of the neuroepithelial lineage during murine brain development. Hippocampus development is increasingly well understood. However, the clonal relationships between early neuroepithelial stem cells and postnatal neurogenic cells remain unclear, especially at the single-cell level. Here we report fate bias and gene expression programs in thousands of clonally related cells in the juvenile hippocampus based on single-cell RNA-seq of barcoded clones. We find evidence for early fate restriction of neuroepithelial stem cells to either neurogenic progenitor cells of the dentate gyrus region or oligodendrogenic, non-neurogenic fate supplying cells for other hippocampal regions including gray matter areas and the Cornu ammonis region 1/3. Our study provides new insights into the phenomenon of early fate restriction guiding the development of postnatal hippocampal neurogenesis.


Subject(s)
Neural Stem Cells , Neurons , Animals , Mice , Neurons/metabolism , Hippocampus/metabolism , Neurogenesis/genetics , Neural Stem Cells/metabolism , Cerebral Cortex
4.
Nat Neurosci ; 25(3): 285-294, 2022 03.
Article in English | MEDLINE | ID: mdl-35210624

ABSTRACT

The mammalian brain contains many specialized cells that develop from a thin sheet of neuroepithelial progenitor cells. Single-cell transcriptomics revealed hundreds of molecularly diverse cell types in the nervous system, but the lineage relationships between mature cell types and progenitor cells are not well understood. Here we show in vivo barcoding of early progenitors to simultaneously profile cell phenotypes and clonal relations in the mouse brain using single-cell and spatial transcriptomics. By reconstructing thousands of clones, we discovered fate-restricted progenitor cells in the mouse hippocampal neuroepithelium and show that microglia are derived from few primitive myeloid precursors that massively expand to generate widely dispersed progeny. We combined spatial transcriptomics with clonal barcoding and disentangled migration patterns of clonally related cells in densely labeled tissue sections. Our approach enables high-throughput dense reconstruction of cell phenotypes and clonal relations at the single-cell and tissue level in individual animals and provides an integrated approach for understanding tissue architecture.


Subject(s)
Stem Cells , Transcriptome , Animals , Brain , Cell Differentiation , Clone Cells , Mammals , Mice , Neuroepithelial Cells
5.
Ann N Y Acad Sci ; 1506(1): 74-97, 2021 12.
Article in English | MEDLINE | ID: mdl-34605044

ABSTRACT

Single cell biology has the potential to elucidate many critical biological processes and diseases, from development and regeneration to cancer. Single cell analyses are uncovering the molecular diversity of cells, revealing a clearer picture of the variation among and between different cell types. New techniques are beginning to unravel how differences in cell state-transcriptional, epigenetic, and other characteristics-can lead to different cell fates among genetically identical cells, which underlies complex processes such as embryonic development, drug resistance, response to injury, and cellular reprogramming. Single cell technologies also pose significant challenges relating to processing and analyzing vast amounts of data collected. To realize the potential of single cell technologies, new computational approaches are needed. On March 17-19, 2021, experts in single cell biology met virtually for the Keystone eSymposium "Single Cell Biology" to discuss advances both in single cell applications and technologies.


Subject(s)
Cell Differentiation/physiology , Cellular Reprogramming/physiology , Congresses as Topic/trends , Embryonic Development/physiology , Research Report , Single-Cell Analysis/trends , Animals , Cell Lineage/physiology , Humans , Macrophages/physiology , Single-Cell Analysis/methods
6.
Nat Genet ; 53(5): 694-706, 2021 05.
Article in English | MEDLINE | ID: mdl-33833454

ABSTRACT

Characterization of the progression of cellular states during human embryogenesis can provide insights into the origin of pediatric diseases. We examined the transcriptional states of neural crest- and mesoderm-derived lineages differentiating into adrenal glands, kidneys, endothelium and hematopoietic tissue between post-conception weeks 6 and 14 of human development. Our results reveal transitions connecting the intermediate mesoderm and progenitors of organ primordia, the hematopoietic system and endothelial subtypes. Unexpectedly, by using a combination of single-cell transcriptomics and lineage tracing, we found that intra-adrenal sympathoblasts at that stage are directly derived from nerve-associated Schwann cell precursors, similarly to local chromaffin cells, whereas the majority of extra-adrenal sympathoblasts arise from the migratory neural crest. In humans, this process persists during several weeks of development within the large intra-adrenal ganglia-like structures, which may also serve as reservoirs of originating cells in neuroblastoma.


Subject(s)
Cell Lineage , Embryo, Mammalian/metabolism , Neuroblastoma/embryology , Neuroblastoma/genetics , Single-Cell Analysis , Sympathoadrenal System/embryology , Transcriptome/genetics , Animals , Chromaffin Cells/metabolism , Chromaffin Cells/pathology , Cluster Analysis , Embryonic Development , Gene Expression Regulation, Developmental , Gene Expression Regulation, Neoplastic , Humans , Infant , Mice , Neural Stem Cells/metabolism , Neuroblastoma/pathology , Schwann Cells/metabolism , Schwann Cells/pathology , Tumor Microenvironment
7.
Nat Biotechnol ; 39(5): 609-618, 2021 05.
Article in English | MEDLINE | ID: mdl-33432197

ABSTRACT

Elucidating the volumetric architecture of organelles and molecules inside cells requires microscopy methods with a sufficiently high spatial resolution in all three dimensions. Current methods are limited by insufficient resolving power along the optical axis, long recording times and photobleaching when applied to live cell imaging. Here, we present a 3D, parallelized, reversible, saturable/switchable optical fluorescence transition (3D pRESOLFT) microscope capable of delivering sub-80-nm 3D resolution in whole living cells. We achieved rapid (1-2 Hz) acquisition of large fields of view (~40 × 40 µm2) by highly parallelized image acquisition with an interference pattern that creates an array of 3D-confined and equally spaced intensity minima. This allowed us to reversibly turn switchable fluorescent proteins to dark states, leading to a targeted 3D confinement of fluorescence. We visualized the 3D organization and dynamics of organelles in living cells and volumetric structural alterations of synapses during plasticity in cultured hippocampal neurons.


Subject(s)
Imaging, Three-Dimensional , Nanotechnology , Neurons/ultrastructure , Organelles/ultrastructure , Humans , Microscopy, Fluorescence , Neurons/metabolism
8.
Nat Commun ; 9(1): 3281, 2018 08 16.
Article in English | MEDLINE | ID: mdl-30115928

ABSTRACT

The theoretically unlimited spatial resolution of fluorescence nanoscopy often comes at the expense of time, contrast and increased dose of energy for recording. Here, we developed MoNaLISA, for Molecular Nanoscale Live Imaging with Sectioning Ability, a nanoscope capable of imaging structures at a scale of 45-65 nm within the entire cell volume at low light intensities (W-kW cm-2). Our approach, based on reversibly switchable fluorescent proteins, features three distinctly modulated illumination patterns crafted and combined to gain fluorescence ON-OFF switching cycles and image contrast. By maximizing the detected photon flux, MoNaLISA enables prolonged (40-50 frames) and large (50 × 50 µm2) recordings at 0.3-1.3 Hz with enhanced optical sectioning ability. We demonstrate the general use of our approach by 4D imaging of organelles and fine structures in epithelial human cells, colonies of mouse embryonic stem cells, brain cells, and organotypic tissues.


Subject(s)
Nanotechnology/methods , Photons , Animals , Cell Line , Fluorescence , Green Fluorescent Proteins/metabolism , Humans , Imaging, Three-Dimensional , Mice , Molecular Imaging , Rats, Sprague-Dawley , Time-Lapse Imaging
9.
ACS Chem Biol ; 13(2): 475-480, 2018 02 16.
Article in English | MEDLINE | ID: mdl-28933823

ABSTRACT

A 810 nm STED nanoscopy setup and an appropriate combination of two fluorescent dyes (Si-rhodamine 680SiR and carbopyronine 610CP) have been developed for near-IR live-cell super-resolution imaging. Vimentin endogenously tagged using the CRISPR/Cas9 approach with the SNAP tag, together with a noncovalent tubulin label, provided reliable and cell-to-cell reproducible dual-color confocal and STED imaging of the cytoskeleton in living cells.


Subject(s)
Cytoskeleton/metabolism , Fluorescent Dyes/pharmacology , Microscopy, Fluorescence/methods , Organosilicon Compounds/pharmacology , Quinolizines/pharmacology , CRISPR-Cas Systems/genetics , Cell Line, Tumor , Color , Fluorescence , Fluorescent Dyes/chemical synthesis , Fluorescent Dyes/chemistry , Fluorescent Dyes/radiation effects , Gene Editing , Humans , Infrared Rays , Microscopy, Confocal , Organosilicon Compounds/chemical synthesis , Organosilicon Compounds/chemistry , Organosilicon Compounds/radiation effects , Quinolizines/chemical synthesis , Quinolizines/chemistry , Quinolizines/radiation effects , Recombinant Fusion Proteins/genetics , Vimentin/genetics
10.
Sci Rep ; 7(1): 16327, 2017 11 27.
Article in English | MEDLINE | ID: mdl-29180631

ABSTRACT

Single-cell RNA-seq has become routine for discovering cell types and revealing cellular diversity, but archived human brain samples still pose a challenge to current high-throughput platforms. We present STRT-seq-2i, an addressable 9600-microwell array platform, combining sampling by limiting dilution or FACS, with imaging and high throughput at competitive cost. We applied the platform to fresh single mouse cortical cells and to frozen post-mortem human cortical nuclei, matching the performance of a previous lower-throughput platform while retaining a high degree of flexibility, potentially also for other high-throughput applications.


Subject(s)
Gene Expression Profiling/methods , High-Throughput Nucleotide Sequencing/methods , Sequence Analysis, RNA , Single-Cell Analysis/methods , Animals , Computational Biology , Humans , Mice , RNA/genetics , RNA/isolation & purification , Sequence Analysis, RNA/methods , Workflow
11.
Sci Rep ; 5: 9592, 2015 Apr 20.
Article in English | MEDLINE | ID: mdl-25892259

ABSTRACT

Overexpression is a notorious concern in conventional and especially in super-resolution fluorescence light microscopy studies because it may cause numerous artifacts including ectopic sub-cellular localizations, erroneous formation of protein complexes, and others. Nonetheless, current live cell super-resolution microscopy studies generally rely on the overexpression of a host protein fused to a fluorescent protein. Here, we establish CRISPR/Cas9-mediated generation of heterozygous and homozygous human knockin cell lines expressing fluorescently tagged proteins from their respective native genomic loci at close to endogenous levels. We tagged three different proteins, exhibiting various localizations and expression levels, with the reversibly switchable fluorescent protein rsEGFP2. We demonstrate the benefit of endogenous expression levels compared to overexpression and show that typical overexpression-induced artefacts were avoided in genome-edited cells. Fluorescence activated cell sorting analysis revealed a narrow distribution of fusion protein expression levels in genome-edited cells, compared to a pronounced variability in transiently transfected cells. Using low light intensity RESOLFT (reversible saturable optical fluorescence transitions) nanoscopy we show sub-diffraction resolution imaging of living human knockin cells. Our strategy to generate human cell lines expressing fluorescent fusion proteins at endogenous levels for RESOLFT nanoscopy can be extended to other fluorescent tags and super-resolution approaches.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Microscopy, Fluorescence , Cell Line , Gene Knock-In Techniques , Genetic Loci , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , HMGA1a Protein/genetics , Humans , Recombinant Fusion Proteins/biosynthesis , Recombinant Fusion Proteins/genetics , Vimentin/genetics , Zyxin/genetics
12.
Nat Methods ; 10(8): 737-40, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23832150

ABSTRACT

We show that nanoscopy based on the principle called RESOLFT (reversible saturable optical fluorescence transitions) or nonlinear structured illumination can be effectively parallelized using two incoherently superimposed orthogonal standing light waves. The intensity minima of the resulting pattern act as 'doughnuts', providing isotropic resolution in the focal plane and making pattern rotation redundant. We super-resolved living cells in 120 µm × 100 µm-sized fields of view in <1 s using 116,000 such doughnuts.


Subject(s)
Microscopy, Fluorescence/methods , Nanotechnology/methods , Animals , Cell Line , Female , Humans , Male , Microscopy, Fluorescence/instrumentation , Neurons/ultrastructure , Rats , Rats, Wistar
13.
Phys Rev Lett ; 102(12): 121602, 2009 Mar 27.
Article in English | MEDLINE | ID: mdl-19392265

ABSTRACT

We show that hierarchically small vacuum expectation values of the superpotential in supersymmetric theories can be a consequence of an approximate R symmetry. We briefly discuss the role of such small constants in moduli stabilization and understanding the huge hierarchy between the Planck and electroweak scales.

14.
Phys Rev Lett ; 99(2): 021601, 2007 Jul 13.
Article in English | MEDLINE | ID: mdl-17678210

ABSTRACT

We study the possibility of realizing the neutrino seesaw mechanism in the E(8) x E(8) heterotic string. In particular, we consider its Z6 orbifold compactifications leading to the supersymmetric standard model gauge group and matter content. We find that these models possess all the necessary ingredients for the seesaw mechanism, including the required Dirac Yukawa couplings and large Majorana mass terms. We argue that this situation is quite common in heterotic orbifolds. In contrast with the conventional seesaw of grand unified theories (GUTs), no large GUT representations are needed to generate the Majorana mass terms. The total number of right-handed neutrinos can be very large, up to O(100).

15.
Phys Rev Lett ; 98(18): 181602, 2007 May 04.
Article in English | MEDLINE | ID: mdl-17501559

ABSTRACT

We study possible correlations between properties of the observable and hidden sectors in heterotic string theory. Specifically, we analyze the case of the Z6-II orbifold compactification which produces a significant number of models with the spectrum of the supersymmetric standard model. We find that requiring realistic features does affect the hidden sector such that hidden sector gauge group factors SU(4) and SO(8) are favored. In the context of gaugino condensation, this implies low energy supersymmetry breaking.

16.
Phys Rev Lett ; 96(12): 121602, 2006 Mar 31.
Article in English | MEDLINE | ID: mdl-16605895

ABSTRACT

We present a [FORMULA: SEE TEXT] orbifold compactification of the E8xE8 heterotic string which leads to the (supersymmetric) standard model gauge group and matter content. The quarks and leptons appear as three 16-plets of SO(10), whereas the Higgs fields do not form complete SO(10) multiplets. The model has large vacuum degeneracy. For generic vacua, no exotic states appear at low energies and the model is consistent with gauge coupling unification. The top quark Yukawa coupling arises from gauge interactions and is of the order of the gauge couplings, whereas the other Yukawa couplings are suppressed.

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