Literature DB >> 32804550

Single-Nucleus RNA-Sequencing Profiling of Mouse Lung. Reduced Dissociation Bias and Improved Rare Cell-Type Detection Compared with Single-Cell RNA Sequencing.

Jeffrey R Koenitzer1, Haojia Wu2, Jeffrey J Atkinson1, Steven L Brody1, Benjamin D Humphreys2,3.   

Abstract

Single-cell RNA sequencing (scRNASeq) has advanced our understanding of lung biology, but its utility is limited by the need for fresh samples, loss of cell types by death or inadequate dissociation, and transcriptional stress responses induced during tissue digestion. Single-nucleus RNA sequencing (snRNASeq) has addressed these deficiencies in other tissues, but no protocol exists for lung tissue. We present a snRNASeq protocol and compare its results with those of scRNASeq. Two nuclear suspensions were prepared in lysis buffer on ice while one cell suspension was generated using enzymatic and mechanical dissociation. Cells and nuclei were processed using the 10× Genomics platform, and sequencing data were analyzed by Seurat. A total of 16,110 single-nucleus and 11,934 single-cell transcriptomes were generated. Gene detection rates were equivalent in snRNASeq and scRNASeq (∼1,700 genes and 3,000 unique molecular identifiers per cell) when mapping intronic and exonic reads. In the combined data, 89% of epithelial cells were identified by snRNASeq versus 22.2% of immune cells. snRNASeq transcriptomes are enriched for transcription factors and signaling proteins, with reduction in mitochondrial and stress-response genes. Both techniques improved mesenchymal cell detection over previous studies. Homeostatic signaling relationships among alveolar cell types were defined by receptor-ligand mapping using snRNASeq data, revealing interplay among epithelial, mesenchymal, and capillary endothelial cells. snRNASeq can be applied to archival murine lung samples, improves dissociation bias, eliminates artifactual gene expression, and provides similar gene detection compared with scRNASeq.

Entities:  

Keywords:  bioinformatics; single cell; transcriptomics

Mesh:

Year:  2020        PMID: 32804550      PMCID: PMC7790136          DOI: 10.1165/rcmb.2020-0095MA

Source DB:  PubMed          Journal:  Am J Respir Cell Mol Biol        ISSN: 1044-1549            Impact factor:   6.914


  25 in total

1.  On the tricks alveolar epithelial cells play to make a good lung.

Authors:  Ewald R Weibel
Journal:  Am J Respir Crit Care Med       Date:  2015-03-01       Impact factor: 21.405

2.  Psychrophilic proteases dramatically reduce single-cell RNA-seq artifacts: a molecular atlas of kidney development.

Authors:  Mike Adam; Andrew S Potter; S Steven Potter
Journal:  Development       Date:  2017-08-29       Impact factor: 6.868

3.  Using single nuclei for RNA-seq to capture the transcriptome of postmortem neurons.

Authors:  Suguna Rani Krishnaswami; Rashel V Grindberg; Mark Novotny; Pratap Venepally; Benjamin Lacar; Kunal Bhutani; Sara B Linker; Son Pham; Jennifer A Erwin; Jeremy A Miller; Rebecca Hodge; James K McCarthy; Martin Kelder; Jamison McCorrison; Brian D Aevermann; Francisco Diez Fuertes; Richard H Scheuermann; Jun Lee; Ed S Lein; Nicholas Schork; Michael J McConnell; Fred H Gage; Roger S Lasken
Journal:  Nat Protoc       Date:  2016-02-18       Impact factor: 13.491

4.  The early responses of VEGF and its receptors during acute lung injury: implication of VEGF in alveolar epithelial cell survival.

Authors:  Marco Mura; Bing Han; Cristiano F Andrade; Rashmi Seth; David Hwang; Thomas K Waddell; Shaf Keshavjee; Mingyao Liu
Journal:  Crit Care       Date:  2006       Impact factor: 9.097

5.  A draft network of ligand-receptor-mediated multicellular signalling in human.

Authors:  Jordan A Ramilowski; Tatyana Goldberg; Jayson Harshbarger; Edda Kloppmann; Edda Kloppman; Marina Lizio; Venkata P Satagopam; Masayoshi Itoh; Hideya Kawaji; Piero Carninci; Burkhard Rost; Alistair R R Forrest
Journal:  Nat Commun       Date:  2015-07-22       Impact factor: 14.919

6.  BDNF/TrkB axis activation promotes epithelial-mesenchymal transition in idiopathic pulmonary fibrosis.

Authors:  Emanuela Cherubini; Salvatore Mariotta; Davide Scozzi; Rita Mancini; Giorgia Osman; Michela D'Ascanio; Pierdonato Bruno; Giuseppe Cardillo; Alberto Ricci
Journal:  J Transl Med       Date:  2017-09-22       Impact factor: 5.531

7.  Single-Cell Deconvolution of Fibroblast Heterogeneity in Mouse Pulmonary Fibrosis.

Authors:  Ting Xie; Yizhou Wang; Nan Deng; Guanling Huang; Forough Taghavifar; Yan Geng; Ningshan Liu; Vrishika Kulur; Changfu Yao; Peter Chen; Zhengqiu Liu; Barry Stripp; Jie Tang; Jiurong Liang; Paul W Noble; Dianhua Jiang
Journal:  Cell Rep       Date:  2018-03-27       Impact factor: 9.423

8.  Single-nucleus and single-cell transcriptomes compared in matched cortical cell types.

Authors:  Trygve E Bakken; Rebecca D Hodge; Jeremy A Miller; Zizhen Yao; Thuc Nghi Nguyen; Brian Aevermann; Eliza Barkan; Darren Bertagnolli; Tamara Casper; Nick Dee; Emma Garren; Jeff Goldy; Lucas T Graybuck; Matthew Kroll; Roger S Lasken; Kanan Lathia; Sheana Parry; Christine Rimorin; Richard H Scheuermann; Nicholas J Schork; Soraya I Shehata; Michael Tieu; John W Phillips; Amy Bernard; Kimberly A Smith; Hongkui Zeng; Ed S Lein; Bosiljka Tasic
Journal:  PLoS One       Date:  2018-12-26       Impact factor: 3.240

9.  A spatially restricted fibrotic niche in pulmonary fibrosis is sustained by M-CSF/M-CSFR signalling in monocyte-derived alveolar macrophages.

Authors:  Nikita Joshi; Satoshi Watanabe; Rohan Verma; Renea P Jablonski; Ching-I Chen; Paul Cheresh; Nikolay S Markov; Paul A Reyfman; Alexandra C McQuattie-Pimentel; Lango Sichizya; Ziyan Lu; Raul Piseaux-Aillon; David Kirchenbuechler; Annette S Flozak; Cara J Gottardi; Carla M Cuda; Harris Perlman; Manu Jain; David W Kamp; G R Scott Budinger; Alexander V Misharin
Journal:  Eur Respir J       Date:  2020-01-16       Impact factor: 16.671

10.  The single-cell transcriptomic landscape of early human diabetic nephropathy.

Authors:  Parker C Wilson; Haojia Wu; Yuhei Kirita; Kohei Uchimura; Nicolas Ledru; Helmut G Rennke; Paul A Welling; Sushrut S Waikar; Benjamin D Humphreys
Journal:  Proc Natl Acad Sci U S A       Date:  2019-09-10       Impact factor: 11.205

View more
  8 in total

1.  Single Cell Technologies: Beyond Microfluidics.

Authors:  Haikuo Li; Benjamin D Humphreys
Journal:  Kidney360       Date:  2021-05-14

2.  TAS-Seq is a robust and sensitive amplification method for bead-based scRNA-seq.

Authors:  Shigeyuki Shichino; Satoshi Ueha; Shinichi Hashimoto; Tatsuro Ogawa; Hiroyasu Aoki; Bin Wu; Chang-Yu Chen; Masahiro Kitabatake; Noriko Ouji-Sageshima; Noriyoshi Sawabata; Takeshi Kawaguchi; Toshitugu Okayama; Eiji Sugihara; Shigeto Hontsu; Toshihiro Ito; Yasunori Iwata; Takashi Wada; Kazuho Ikeo; Taka-Aki Sato; Kouji Matsushima
Journal:  Commun Biol       Date:  2022-06-27

Review 3.  Identification, discrimination and heterogeneity of fibroblasts.

Authors:  Urban Lendahl; Lars Muhl; Christer Betsholtz
Journal:  Nat Commun       Date:  2022-06-14       Impact factor: 17.694

4.  Integrated Single-Cell RNA-Sequencing Analysis of Aquaporin 5-Expressing Mouse Lung Epithelial Cells Identifies GPRC5A as a Novel Validated Type I Cell Surface Marker.

Authors:  Masafumi Horie; Alessandra Castaldi; Mitsuhiro Sunohara; Hongjun Wang; Yanbin Ji; Yixin Liu; Fan Li; Thomas A Wilkinson; Long Hung; Hua Shen; Hidenori Kage; Ite A Offringa; Crystal N Marconett; Per Flodby; Beiyun Zhou; Zea Borok
Journal:  Cells       Date:  2020-11-11       Impact factor: 6.600

5.  Implications of Intratumor Heterogeneity on Consensus Molecular Subtype (CMS) in Colorectal Cancer.

Authors:  Saikat Chowdhury; Matan Hofree; Kangyu Lin; Dipen Maru; Scott Kopetz; John Paul Shen
Journal:  Cancers (Basel)       Date:  2021-09-30       Impact factor: 6.639

Review 6.  Organ-Specific Endothelial Cell Differentiation and Impact of Microenvironmental Cues on Endothelial Heterogeneity.

Authors:  Laia Gifre-Renom; Margo Daems; Aernout Luttun; Elizabeth A V Jones
Journal:  Int J Mol Sci       Date:  2022-01-27       Impact factor: 5.923

7.  Development of human alveolar epithelial cell models to study distal lung biology and disease.

Authors:  Evelyn Tran; Tuo Shi; Xiuwen Li; Adnan Y Chowdhury; Du Jiang; Yixin Liu; Hongjun Wang; Chunli Yan; William D Wallace; Rong Lu; Amy L Ryan; Crystal N Marconett; Beiyun Zhou; Zea Borok; Ite A Offringa
Journal:  iScience       Date:  2022-01-15

Review 8.  Single-cell RNA sequencing technologies and applications: A brief overview.

Authors:  Dragomirka Jovic; Xue Liang; Hua Zeng; Lin Lin; Fengping Xu; Yonglun Luo
Journal:  Clin Transl Med       Date:  2022-03
  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.