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      Expansion Sequencing: Spatially Precise In Situ Transcriptomics in Intact Biological Systems

      research-article
      1 , 2 , 3 , 1 , 2 , 1 , 2 , 4 , 1 , 2 , 5 , 1 , 6 , 7 , 8 , 1 , 9 , 10 , 1 , 10 , 10 , 1 , 2 , 1 , 6 , 1 , 6 , 1 , 2 , 4 , 1 , 2 , 1 , 2 , 5 , 1 , 1 , 5 , 6 , 7 , 8 , 1 , 2 , 11 , 7 , 8 , 7 , 8 , 8 , 7 , 8 , 12 , 12 , 13 , 13 , 13 , 14 , 6 , 15 , 16 , 14 , 14 , 6 , 6 , 6 , 6 , 6 , 6 , 17 , 18 , IMAXT Consortium 19 , 7 , 8 , * , 1 , 1 , 2 , 5 , 17 , 18 , 20 , *
      Science (New York, N.Y.)

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          Abstract

          Methods for highly multiplexed RNA imaging are limited in spatial resolution, and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to mouse brain, yielding readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in neurons of the mouse hippocampus, revealing patterns across multiple cell types; layer-specific cell types across mouse visual cortex; and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus ExSeq enables highly multiplexed mapping of RNAs, from nanoscale to system scale.

          One Sentence Summary:

          In situ sequencing of physically expanded specimens enables multiplexed mapping of RNAs at nanoscale, subcellular resolution.

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          Most cited references128

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          Fiji: an open-source platform for biological-image analysis.

          Fiji is a distribution of the popular open-source software ImageJ focused on biological-image analysis. Fiji uses modern software engineering practices to combine powerful software libraries with a broad range of scripting languages to enable rapid prototyping of image-processing algorithms. Fiji facilitates the transformation of new algorithms into ImageJ plugins that can be shared with end users through an integrated update system. We propose Fiji as a platform for productive collaboration between computer science and biology research communities.
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            Is Open Access

            The Sequence Alignment/Map format and SAMtools

            Summary: The Sequence Alignment/Map (SAM) format is a generic alignment format for storing read alignments against reference sequences, supporting short and long reads (up to 128 Mbp) produced by different sequencing platforms. It is flexible in style, compact in size, efficient in random access and is the format in which alignments from the 1000 Genomes Project are released. SAMtools implements various utilities for post-processing alignments in the SAM format, such as indexing, variant caller and alignment viewer, and thus provides universal tools for processing read alignments. Availability: http://samtools.sourceforge.net Contact: rd@sanger.ac.uk
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              Fast gapped-read alignment with Bowtie 2.

              As the rate of sequencing increases, greater throughput is demanded from read aligners. The full-text minute index is often used to make alignment very fast and memory-efficient, but the approach is ill-suited to finding longer, gapped alignments. Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.
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                Author and article information

                Journal
                0404511
                7473
                Science
                Science
                Science (New York, N.Y.)
                0036-8075
                1095-9203
                11 February 2021
                29 January 2021
                23 February 2021
                : 371
                : 6528
                : eaax2656
                Affiliations
                [1 ]Department of Media Arts and Sciences, MIT.
                [2 ]McGovern Institute, MIT.
                [3 ]Faculty of Engineering, Gonda Brain Research Center and Institute of Nanotechnology, Bar-Ilan University.
                [4 ]Harvard-MIT Program in Health Sciences and Technology, MIT.
                [5 ]Department of Biological Engineering, MIT.
                [6 ]Broad Institute of MIT and Harvard.
                [7 ]Department of Genetics, Harvard Medical School.
                [8 ]Wyss Institute for Biologically Inspired Engineering.
                [9 ]Kioxia Corporation.
                [10 ]Fixstars Solutions Inc.
                [11 ]Department of Mechanical Engineering, MIT.
                [12 ]Allen Institute for Brain Science, Seattle, WA 98109.
                [13 ]Center for Immuno-Oncology (CIO), Dana-Farber Cancer Institute.
                [14 ]Center for Cancer Genomics, Dana-Farber Cancer Institute.
                [15 ]Department of Medical Oncology, Dana-Farber Cancer Institute.
                [16 ]Department of Cell Biology, Harvard Medical School.
                [17 ]Koch Institute for Integrative Cancer Research, Department of Biology, MIT.
                [18 ]Howard Hughes Medical Institute, Chevy Chase, MD, 20815.
                [19 ]CRUK IMAXT Grand Challenge Consortium.
                [20 ]Department of Brain and Cognitive Sciences, MIT.
                Author notes

                Author contributions: S.A., D.G., A.S., A.T.W., F.C., E.R.D., G.M.C., A.H.M. and E.S.B. contributed key ideas and designed experiments; S.A., A.T.W., A.S., and F.C. performed experiments; S.A., D.G., A.T.W., A.S., F.C., A.H.M. and E.S.B. analyzed data and wrote the paper; D.G., F.C., Y.B., A.K., A.G.X. conceived and implemented image analysis pipeline with assistance from S.A. and initial discussions with E.R.D; D.G., Y.B., A.K., A.G.X., K.M. and R.P. analyzed the imaging data; A.T.W., A.S., F.C., A.H.M., conceived and implemented targeted ExSeq; D.G. designed and implemented 3D visualization tool; D.G. analyzed cDNA movement experiments; S.A. and D.G. performed 3D Tracing; Y.C., A.C.P., C.C.Yao., P.T., P.R., and R.E.K. contributed to protocol optimization; S.A., F.C., H.-J.S., R.W. automated the in situ sequencing; F.C., E.R.D., A.H.M. conceived passivation; S.A., F.C. implemented passivation; S.A., F.C. conceived and implemented ex situ sequencing with initial discussions with E.R.D and A.C.P.; S.A., F.C. implemented ex situ and in situ sequencing matching with assistance from D.G.; S.A., A.T.W., A.S., F.C. conceived and implemented antibody staining; E.R.D. conceived and implemented cDNA fragmentation protocol and performed experiments on earlier preliminary protocols; S.A., F.C. and E.R.D. optimized FISSEQ enzymatics for the expanded gel; S.A. and F.C. conceived and implemented cDNA anchoring with initial discussions with E.R.D.; C.-C.Yu, performed C. elegans fixation, cuticle reduction, and permeabilization; N.P. carried out mouse surgeries; J.A.M. and E.S.L. designed the gene list for the visual cortex experiment; A.L., N.C., S.R., K.H., D.L.A., N.W., B.E.J., J.K., M.S., J.W., J.J-V, O.R.R., A.R. designed the gene list and provided the human sample for the cancer experiment; S.L, S.P., E.I., contributed to targeted ExSeq; A.H.M., E.S.B., G.M.C. initiated the project; E.S.B. supervised the project.

                [†]

                equal contribution.

                [††]

                key and essential contributions to the early stages of the project.

                [†††]

                present address: ReadCoor, part of 10X Genomics, MA 02139.

                [††††]

                present address: Janelia Research Campus, Ashburn, VA 20147.

                [⤉]

                present address: Federation of American Scientists, Washington, DC 20036.

                [#]

                equal contribution.

                Article
                PMC7900882 PMC7900882 7900882 nihpa1670746
                10.1126/science.aax2656
                7900882
                33509999
                821f6a3c-bdf4-4d7b-9e04-09fe48b1f35d
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