Single-cell analysis and spatial resolution of the gut microbiome

被引:4
作者
Madhu, Bhoomi [1 ]
Miller, Brittany M. [1 ]
Levy, Maayan [1 ]
机构
[1] Univ Penn, Perelman Sch Med, Dept Microbiol, Philadelphia, PA 19104 USA
来源
FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY | 2023年 / 13卷
关键词
microbiome; single cell; genomics; sequencing; spatial resolution; ORGANIZATION; EXPRESSION; BACTERIA; METABOLISM; GENOMICS;
D O I
10.3389/fcimb.2023.1271092
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Over the past decade it has become clear that various aspects of host physiology, metabolism, and immunity are intimately associated with the microbiome and its interactions with the host. Specifically, the gut microbiome composition and function has been shown to play a critical role in the etiology of different intestinal and extra-intestinal diseases. While attempts to identify a common pattern of microbial dysbiosis linked with these diseases have failed, multiple studies show that bacterial communities in the gut are spatially organized and that disrupted spatial organization of the gut microbiome is often a common underlying feature of disease pathogenesis. As a result, focus over the last few years has shifted from analyzing the diversity of gut microbiome by sequencing of the entire microbial community, towards understanding the gut microbiome in spatial context. Defining the composition and spatial heterogeneity of the microbiome is critical to facilitate further understanding of the gut microbiome ecology. Development in single cell genomics approach has advanced our understanding of microbial community structure, however, limitations in approaches exist. Single cell genomics is a very powerful and rapidly growing field, primarily used to identify the genetic composition of microbes. A major challenge is to isolate single cells for genomic analyses. This review summarizes the different approaches to study microbial genomes at single-cell resolution. We will review new techniques for microbial single cell sequencing and summarize how these techniques can be applied broadly to answer many questions related to the microbiome composition and spatial heterogeneity. These methods can be used to fill the gaps in our understanding of microbial communities.
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页数:10
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共 89 条
  • [1] Correlation Between Intraluminal Oxygen Gradient and Radial Partitioning of Intestinal Microbiota
    Albenberg, Lindsey
    Esipova, Tatiana V.
    Judge, Colleen P.
    Bittinger, Kyle
    Chen, Jun
    Laughlin, Alice
    Grunberg, Stephanie
    Baldassano, Robert N.
    Lewis, James D.
    Li, Hongzhe
    Thom, Stephen R.
    Bushman, Frederic D.
    Vinogradov, Sergei A.
    Wu, Gary D.
    [J]. GASTROENTEROLOGY, 2014, 147 (05) : 1055 - +
  • [2] A new genomic blueprint of the human gut microbiota
    Almeida, Alexandre
    Mitchell, Alex L.
    Boland, Miguel
    Forster, Samuel C.
    Gloor, Gregory B.
    Tarkowska, Aleksandra
    Lawley, Trevor D.
    Finn, Robert D.
    [J]. NATURE, 2019, 568 (7753) : 499 - +
  • [3] Automated Vision-based Selection and Placement of Single Cells in Microwell Array Formats
    Anis, Yasser H.
    Holl, Mark R.
    Meldrum, Deirdre R.
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, VOLS 1 AND 2, 2008, : 315 - +
  • [4] Recovery of strain-resolved genomes from human microbiome through an integration framework of single-cell genomics and metagenomics
    Arikawa, Koji
    Ide, Keigo
    Kogawa, Masato
    Saeki, Tatsuya
    Yoda, Takuya
    Endoh, Taruho
    Matsuhashi, Ayumi
    Takeyama, Haruko
    Hosokawa, Masahito
    [J]. MICROBIOME, 2021, 9 (01)
  • [5] Interactions between the microbiota and pathogenic bacteria in the gut
    Baumler, Andreas J.
    Sperandio, Vanessa
    [J]. NATURE, 2016, 535 (7610) : 85 - 93
  • [6] Paneth cells, antimicrobial peptides and maintenance of intestinal homeostasis
    Bevins, Charles L.
    Salzman, Nita H.
    [J]. NATURE REVIEWS MICROBIOLOGY, 2011, 9 (05) : 356 - 368
  • [7] The future is now: single-cell genomics of bacteria and archaea
    Blainey, Paul C.
    [J]. FEMS MICROBIOLOGY REVIEWS, 2013, 37 (03) : 407 - 427
  • [8] Prokaryotic single-cell RNA sequencing by in situ combinatorial indexing
    Blattman, Sydney B.
    Jiang, Wenyan
    Oikonomou, Panos
    Tavazoie, Saeed
    [J]. NATURE MICROBIOLOGY, 2020, 5 (10) : 1192 - +
  • [9] The aging gut microbiome and its impact on host immunity
    Bosco, Nabil
    Noti, Mario
    [J]. GENES AND IMMUNITY, 2021, 22 (5-6) : 289 - 303
  • [10] Dissecting the dominant hot spring microbial populations based on community-wide sampling at single-cell genomic resolution
    Bowers, Robert M.
    Nayfach, Stephen
    Schulz, Frederik
    Jungbluth, Sean P.
    Ruhl, Ilona A.
    Sheremet, Andriy
    Lee, Janey
    Goudeau, Danielle
    Eloe-Fadrosh, Emiley A.
    Stepanauskas, Ramunas
    Malmstrom, Rex R.
    Kyrpides, Nikos C.
    Dunfield, Peter F.
    Woyke, Tanja
    [J]. ISME JOURNAL, 2022, 16 (05) : 1337 - 1347