IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-43005-8.html
   My bibliography  Save this article

Fragment-sequencing unveils local tissue microenvironments at single-cell resolution

Author

Listed:
  • Kristina Handler

    (ETH Zürich)

  • Karsten Bach

    (ETH Zürich)

  • Costanza Borrelli

    (ETH Zürich)

  • Salvatore Piscuoglio

    (University Hospital Basel
    University of Basel)

  • Xenia Ficht

    (ETH Zürich)

  • Ilhan E. Acar

    (ETH Zürich)

  • Andreas E. Moor

    (ETH Zürich)

Abstract

Cells collectively determine biological functions by communicating with each other—both through direct physical contact and secreted factors. Consequently, the local microenvironment of a cell influences its behavior, gene expression, and cellular crosstalk. Disruption of this microenvironment causes reciprocal changes in those features, which can lead to the development and progression of diseases. Hence, assessing the cellular transcriptome while simultaneously capturing the spatial relationships of cells within a tissue provides highly valuable insights into how cells communicate in health and disease. Yet, methods to probe the transcriptome often fail to preserve native spatial relationships, lack single-cell resolution, or are highly limited in throughput, i.e. lack the capacity to assess multiple environments simultaneously. Here, we introduce fragment-sequencing (fragment-seq), a method that enables the characterization of single-cell transcriptomes within multiple spatially distinct tissue microenvironments. We apply fragment-seq to a murine model of the metastatic liver to study liver zonation and the metastatic niche. This analysis reveals zonated genes and ligand-receptor interactions enriched in specific hepatic microenvironments. Finally, we apply fragment-seq to other tissues and species, demonstrating the adaptability of our method.

Suggested Citation

  • Kristina Handler & Karsten Bach & Costanza Borrelli & Salvatore Piscuoglio & Xenia Ficht & Ilhan E. Acar & Andreas E. Moor, 2023. "Fragment-sequencing unveils local tissue microenvironments at single-cell resolution," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-43005-8
    DOI: 10.1038/s41467-023-43005-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-43005-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-43005-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Keren Bahar Halpern & Rom Shenhav & Orit Matcovitch-Natan & Beáta Tóth & Doron Lemze & Matan Golan & Efi E. Massasa & Shaked Baydatch & Shanie Landen & Andreas E. Moor & Alexander Brandis & Amir Gilad, 2017. "Single-cell spatial reconstruction reveals global division of labour in the mammalian liver," Nature, Nature, vol. 542(7641), pages 352-356, February.
    2. Luigi Ombrato & Emma Nolan & Ivana Kurelac & Antranik Mavousian & Victoria Louise Bridgeman & Ivonne Heinze & Probir Chakravarty & Stuart Horswell & Estela Gonzalez-Gualda & Giulia Matacchione & Anne , 2019. "Author Correction: Metastatic-niche labelling reveals parenchymal cells with stem features," Nature, Nature, vol. 575(7784), pages 8-8, November.
    3. Anita Gola & Michael G. Dorrington & Emily Speranza & Claudia Sala & Rochelle M. Shih & Andrea J. Radtke & Harikesh S. Wong & Antonio P. Baptista & Jonathan M. Hernandez & Gastone Castellani & Iain D., 2021. "Author Correction: Commensal-driven immune zonation of the liver promotes host defence," Nature, Nature, vol. 597(7874), pages 1-1, September.
    4. Phipson Belinda & Smyth Gordon K, 2010. "Permutation P-values Should Never Be Zero: Calculating Exact P-values When Permutations Are Randomly Drawn," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 9(1), pages 1-16, October.
    5. Luigi Ombrato & Emma Nolan & Ivana Kurelac & Antranik Mavousian & Victoria Louise Bridgeman & Ivonne Heinze & Probir Chakravarty & Stuart Horswell & Estela Gonzalez-Gualda & Giulia Matacchione & Anne , 2019. "Metastatic-niche labelling reveals parenchymal cells with stem features," Nature, Nature, vol. 572(7771), pages 603-608, August.
    6. Anita Gola & Michael G. Dorrington & Emily Speranza & Claudia Sala & Rochelle M. Shih & Andrea J. Radtke & Harikesh S. Wong & Antonio P. Baptista & Jonathan M. Hernandez & Gastone Castellani & Iain D., 2021. "Commensal-driven immune zonation of the liver promotes host defence," Nature, Nature, vol. 589(7840), pages 131-136, January.
    7. Rita Manco & Inna Averbukh & Ziv Porat & Keren Bahar Halpern & Ido Amit & Shalev Itzkovitz, 2021. "Clump sequencing exposes the spatial expression programs of intestinal secretory cells," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    8. Toshiro Sato & Robert G. Vries & Hugo J. Snippert & Marc van de Wetering & Nick Barker & Daniel E. Stange & Johan H. van Es & Arie Abo & Pekka Kujala & Peter J. Peters & Hans Clevers, 2009. "Single Lgr5 stem cells build crypt-villus structures in vitro without a mesenchymal niche," Nature, Nature, vol. 459(7244), pages 262-265, May.
    9. Jason D. Buenrostro & Beijing Wu & Ulrike M. Litzenburger & Dave Ruff & Michael L. Gonzales & Michael P. Snyder & Howard Y. Chang & William J. Greenleaf, 2015. "Single-cell chromatin accessibility reveals principles of regulatory variation," Nature, Nature, vol. 523(7561), pages 486-490, July.
    10. Keren Bahar Halpern & Rom Shenhav & Orit Matcovitch-Natan & Beáta Tóth & Doron Lemze & Matan Golan & Efi E. Massasa & Shaked Baydatch & Shanie Landen & Andreas E. Moor & Alexander Brandis & Amir Gilad, 2017. "Erratum: Single-cell spatial reconstruction reveals global division of labour in the mammalian liver," Nature, Nature, vol. 543(7647), pages 742-742, March.
    11. Alex S Genshaft & Carly G. K. Ziegler & Constantine N. Tzouanas & Benjamin E. Mead & Alex M. Jaeger & Andrew W. Navia & Ryan P. King & Miyeko D. Mana & Siyi Huang & Vanessa Mitsialis & Scott B. Snappe, 2021. "Live cell tagging tracking and isolation for spatial transcriptomics using photoactivatable cell dyes," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    12. Alex S. Genshaft & Carly G. K. Ziegler & Constantine N. Tzouanas & Benjamin E. Mead & Alex M. Jaeger & Andrew W. Navia & Ryan P. King & Miyeko D. Mana & Siyi Huang & Vanessa Mitsialis & Scott B. Snapp, 2021. "Publisher Correction: Live cell tagging tracking and isolation for spatial transcriptomics using photoactivatable cell dyes," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    13. Chee-Huat Linus Eng & Michael Lawson & Qian Zhu & Ruben Dries & Noushin Koulena & Yodai Takei & Jina Yun & Christopher Cronin & Christoph Karp & Guo-Cheng Yuan & Long Cai, 2019. "Transcriptome-scale super-resolved imaging in tissues by RNA seqFISH+," Nature, Nature, vol. 568(7751), pages 235-239, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Misa Minegishi & Takahiro Kuchimaru & Kaori Nishikawa & Takayuki Isagawa & Satoshi Iwano & Kei Iida & Hiromasa Hara & Shizuka Miura & Marika Sato & Shigeaki Watanabe & Akifumi Shiomi & Yo Mabuchi & Hi, 2023. "Secretory GFP reconstitution labeling of neighboring cells interrogates cell–cell interactions in metastatic niches," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    2. Jingyang Qian & Jie Liao & Ziqi Liu & Ying Chi & Yin Fang & Yanrong Zheng & Xin Shao & Bingqi Liu & Yongjin Cui & Wenbo Guo & Yining Hu & Hudong Bao & Penghui Yang & Qian Chen & Mingxiao Li & Bing Zha, 2023. "Reconstruction of the cell pseudo-space from single-cell RNA sequencing data with scSpace," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    3. Zhiyuan Yuan & Yisi Li & Minglei Shi & Fan Yang & Juntao Gao & Jianhua Yao & Michael Q. Zhang, 2022. "SOTIP is a versatile method for microenvironment modeling with spatial omics data," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    4. Panpan Tian & Wenwen Yang & Xiaowei Guo & Tixiao Wang & Siyu Tan & Renhui Sun & Rong Xiao & Yuzhen Wang & Deyan Jiao & Yachen Xu & Yanfei Wei & Zhuanchang Wu & Chunyang Li & Lifen Gao & Chunhong Ma & , 2023. "Early life gut microbiota sustains liver-resident natural killer cells maturation via the butyrate-IL-18 axis," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    5. Franziska Hildebrandt & Alma Andersson & Sami Saarenpää & Ludvig Larsson & Noémi Van Hul & Sachie Kanatani & Jan Masek & Ewa Ellis & Antonio Barragan & Annelie Mollbrink & Emma R. Andersson & Joakim L, 2021. "Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    6. Inmaculada Ruz-Maldonado & John T. Gonzalez & Hanming Zhang & Jonathan Sun & Alicia Bort & Inamul Kabir & Richard G. Kibbey & Yajaira Suárez & Daniel M. Greif & Carlos Fernández-Hernando, 2024. "Heterogeneity of hepatocyte dynamics restores liver architecture after chemical, physical or viral damage," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    7. Sun Woo Sophie Kang & Rory P. Cunningham & Colin B. Miller & Lauryn A. Brown & Constance M. Cultraro & Adam Harned & Kedar Narayan & Jonathan Hernandez & Lisa M. Jenkins & Alexei Lobanov & Maggie Cam , 2024. "A spatial map of hepatic mitochondria uncovers functional heterogeneity shaped by nutrient-sensing signaling," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    8. Bingjie Guan & Youdong Liu & Bowen Xie & Senlin Zhao & Abudushalamu Yalikun & Weiwei Chen & Menghua Zhou & Qi Gu & Dongwang Yan, 2024. "Mitochondrial genome transfer drives metabolic reprogramming in adjacent colonic epithelial cells promoting TGFβ1-mediated tumor progression," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    9. Ana Belén Plata-Gómez & Lucía Prado-Rivas & Alba Sanz & Nerea Deleyto-Seldas & Fernando García & Celia Calle Arregui & Camila Silva & Eduardo Caleiras & Osvaldo Graña-Castro & Elena Piñeiro-Yáñez & Jo, 2024. "Hepatic nutrient and hormone signaling to mTORC1 instructs the postnatal metabolic zonation of the liver," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    10. Anna Cioce & Beatriz Calle & Tatiana Rizou & Sarah C. Lowery & Victoria L. Bridgeman & Keira E. Mahoney & Andrea Marchesi & Ganka Bineva-Todd & Helen Flynn & Zhen Li & Omur Y. Tastan & Chloe Roustan &, 2022. "Cell-specific bioorthogonal tagging of glycoproteins," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    11. Tomaz Martini & Cédric Gobet & Andrea Salati & Jérôme Blanc & Aart Mookhoek & Michael Reinehr & Graham Knott & Jessica Sordet-Dessimoz & Felix Naef, 2024. "A sexually dimorphic hepatic cycle of periportal VLDL generation and subsequent pericentral VLDLR-mediated re-uptake," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    12. Zoe Piran & Mor Nitzan, 2024. "SiFT: uncovering hidden biological processes by probabilistic filtering of single-cell data," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    13. Jie Fang & Shivendra Singh & Changde Cheng & Sivaraman Natarajan & Heather Sheppard & Ahmed Abu-Zaid & Adam D. Durbin & Ha Won Lee & Qiong Wu & Jacob Steele & Jon P. Connelly & Hongjian Jin & Wenan Ch, 2023. "Genome-wide mapping of cancer dependency genes and genetic modifiers of chemotherapy in high-risk hepatoblastoma," Nature Communications, Nature, vol. 14(1), pages 1-27, December.
    14. Kieran English & Rain Kwan & Lauren E. Holz & Claire McGuffog & Jelte M. M. Krol & Daryan Kempe & Tsuneyasu Kaisho & William R. Heath & Leszek Lisowski & Maté Biro & Geoffrey W. McCaughan & David G. B, 2024. "A hepatic network of dendritic cells mediates CD4 T cell help outside lymphoid organs," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    15. Manuel Neumann & Xiaocai Xu & Cezary Smaczniak & Julia Schumacher & Wenhao Yan & Nils Blüthgen & Thomas Greb & Henrik Jönsson & Jan Traas & Kerstin Kaufmann & Jose M. Muino, 2022. "A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    16. Rebecca Fima & Sébastien Dussaud & Cheïma Benbida & Margault Blanchet & François Lanthiez & Lucie Poupel & Claudia Brambilla & Adélaïde Gélineau & Mattia Dessena & Marina Blanc & Cédric Lerévérend & M, 2024. "Loss of embryonically-derived Kupffer cells during hypercholesterolemia accelerates atherosclerosis development," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    17. Jing Huang & Weijun Huang & Junzhe Yi & Yiwen Deng & Ruijie Li & Jieying Chen & Jiahao Shi & Yuan Qiu & Tao Wang & Xiaoyong Chen & Xiaoran Zhang & Andy Peng Xiang, 2023. "Mesenchymal stromal cells alleviate depressive and anxiety-like behaviors via a lung vagal-to-brain axis in male mice," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    18. Urban Lendahl & Lars Muhl & Christer Betsholtz, 2022. "Identification, discrimination and heterogeneity of fibroblasts," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    19. Yuan Guan & Annika Enejder & Meiyue Wang & Zhuoqing Fang & Lu Cui & Shih-Yu Chen & Jingxiao Wang & Yalun Tan & Manhong Wu & Xinyu Chen & Patrik K. Johansson & Issra Osman & Koshi Kunimoto & Pierre Rus, 2021. "A human multi-lineage hepatic organoid model for liver fibrosis," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    20. Francesca Lazzeri-Barcelo & Nuria Oliva-Vilarnau & Marion Baniol & Barbara Leibiger & Olaf Bergmann & Volker M. Lauschke & Ingo B. Leibiger & Noah Moruzzi & Per-Olof Berggren, 2024. "Intraocular liver spheroids for non-invasive high-resolution in vivo monitoring of liver cell function," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-43005-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.