Literature DB >> 34687145

Multiplexed droplet single-cell sequencing (Mux-Seq) of normal and transplant kidney.

Priyanka Rashmi1, Swastika Sur1, Tara K Sigdel1, Patrick Boada1, Andrew W Schroeder2, Izabella Damm1, Matthias Kretzler3, Jeff Hodgin3, George Hartoularos4, Chun Jimmie Ye4, Minnie M Sarwal1.   

Abstract

Maintenance of systemic homeostasis by kidney requires the coordinated response of diverse cell types. The use of single-cell RNA sequencing (scRNAseq) for patient tissue samples remains fraught with difficulties with cell isolation, purity, and experimental bias. The ability to characterize immune and parenchymal cells during transplant rejection will be invaluable in defining transplant pathology where tissue availability is restricted to needle biopsy fragments. Herein, we present feasibility data for multiplexing approach for droplet scRNAseq (Mux-Seq). Mux-Seq has the potential to minimize experimental batch bias and variation even with very small sample input. In this first proof-of-concept study for this approach, explant tissues from six normal and two transplant recipients after multiple early post-transplant rejection episodes leading to nephrectomy due to aggressive antibody mediated rejection, were pooled for Mux-Seq. A computational tool, Demuxlet was applied for demultiplexing the individual cells from the pooled experiment. Each sample was also applied individually in a single microfluidic run (singleplex) to correlate results with the pooled data from the same sample. Our applied protocol demonstrated that data from Mux-Seq correlated highly with singleplex (Pearson coefficient 0.982) sequencing results, with the ability to identify many known and novel kidney cell types including different infiltrating immune cells. Trajectory analysis of proximal tubule and endothelial cells demonstrated separation between healthy and injured kidney from transplant explant suggesting evolving stages of cell- specific differentiation in alloimmune injury. This study provides the technical groundwork for understanding the pathogenesis of alloimmune injury and host tissue response in transplant rejection and normal human kidney and provides a protocol for optimized processing precious and low input human kidney biopsy tissue for larger scale studies.
© 2021 The American Society of Transplantation and the American Society of Transplant Surgeons.

Entities:  

Keywords:  basic (laboratory) research/science; kidney (allograft) function/dysfunction; kidney biology; kidney transplantation/nephrology; rejection; translational research/science

Mesh:

Year:  2021        PMID: 34687145      PMCID: PMC8897263          DOI: 10.1111/ajt.16871

Source DB:  PubMed          Journal:  Am J Transplant        ISSN: 1600-6135            Impact factor:   8.086


  25 in total

1.  Endothelial gene expression in kidney transplants with alloantibody indicates antibody-mediated damage despite lack of C4d staining.

Authors:  Banu Sis; Gian S Jhangri; Sakarn Bunnag; Kara Allanach; Bruce Kaplan; Philip F Halloran
Journal:  Am J Transplant       Date:  2009-07-22       Impact factor: 8.086

2.  Pretransplant Numbers of CD16+ Monocytes as a Novel Biomarker to Predict Acute Rejection After Kidney Transplantation: A Pilot Study.

Authors:  T P P van den Bosch; L B Hilbrands; R Kraaijeveld; N H R Litjens; F Rezaee; D Nieboer; E W Steyerberg; J A van Gestel; D L Roelen; M C Clahsen-van Groningen; C C Baan; A T Rowshani
Journal:  Am J Transplant       Date:  2017-04-22       Impact factor: 8.086

Review 3.  Chemokines in renal injury.

Authors:  Arthur C K Chung; Hui Y Lan
Journal:  J Am Soc Nephrol       Date:  2011-04-07       Impact factor: 10.121

4.  Integrating single-cell transcriptomic data across different conditions, technologies, and species.

Authors:  Andrew Butler; Paul Hoffman; Peter Smibert; Efthymia Papalexi; Rahul Satija
Journal:  Nat Biotechnol       Date:  2018-04-02       Impact factor: 54.908

Review 5.  CTGF in kidney fibrosis and glomerulonephritis.

Authors:  Naohiro Toda; Masashi Mukoyama; Motoko Yanagita; Hideki Yokoi
Journal:  Inflamm Regen       Date:  2018-08-06

6.  A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys.

Authors:  Blue B Lake; Song Chen; Masato Hoshi; Nongluk Plongthongkum; Diane Salamon; Amanda Knoten; Anitha Vijayan; Ramakrishna Venkatesh; Eric H Kim; Derek Gao; Joseph Gaut; Kun Zhang; Sanjay Jain
Journal:  Nat Commun       Date:  2019-06-27       Impact factor: 14.919

7.  DoubletDecon: Deconvoluting Doublets from Single-Cell RNA-Sequencing Data.

Authors:  Erica A K DePasquale; Daniel J Schnell; Pieter-Jan Van Camp; Íñigo Valiente-Alandí; Burns C Blaxall; H Leighton Grimes; Harinder Singh; Nathan Salomonis
Journal:  Cell Rep       Date:  2019-11-05       Impact factor: 9.423

8.  A shift towards pro-inflammatory CD16+ monocyte subsets with preserved cytokine production potential after kidney transplantation.

Authors:  Elly J F Vereyken; Marina D Kraaij; Carla C Baan; Farhad Rezaee; Willem Weimar; Kathryn J Wood; Pieter J M Leenen; Ajda T Rowshani
Journal:  PLoS One       Date:  2013-07-29       Impact factor: 3.240

9.  The Human Cell Atlas.

Authors:  Aviv Regev; Sarah A Teichmann; Eric S Lander; Ido Amit; Christophe Benoist; Ewan Birney; Bernd Bodenmiller; Peter Campbell; Piero Carninci; Menna Clatworthy; Hans Clevers; Bart Deplancke; Ian Dunham; James Eberwine; Roland Eils; Wolfgang Enard; Andrew Farmer; Lars Fugger; Berthold Göttgens; Nir Hacohen; Muzlifah Haniffa; Martin Hemberg; Seung Kim; Paul Klenerman; Arnold Kriegstein; Ed Lein; Sten Linnarsson; Emma Lundberg; Joakim Lundeberg; Partha Majumder; John C Marioni; Miriam Merad; Musa Mhlanga; Martijn Nawijn; Mihai Netea; Garry Nolan; Dana Pe'er; Anthony Phillipakis; Chris P Ponting; Stephen Quake; Wolf Reik; Orit Rozenblatt-Rosen; Joshua Sanes; Rahul Satija; Ton N Schumacher; Alex Shalek; Ehud Shapiro; Padmanee Sharma; Jay W Shin; Oliver Stegle; Michael Stratton; Michael J T Stubbington; Fabian J Theis; Matthias Uhlen; Alexander van Oudenaarden; Allon Wagner; Fiona Watt; Jonathan Weissman; Barbara Wold; Ramnik Xavier; Nir Yosef
Journal:  Elife       Date:  2017-12-05       Impact factor: 8.140

10.  Stromal cell-derived factor-1/CXC chemokine receptor 4 axis in injury repair and renal transplantation.

Authors:  Zejia Sun; Xin Li; Xiang Zheng; Peng Cao; Baozhong Yu; Wei Wang
Journal:  J Int Med Res       Date:  2019-10-03       Impact factor: 1.671

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  1 in total

1.  B-cell acute lymphoblastic leukemia promotes an immune suppressive microenvironment that can be overcome by IL-12.

Authors:  Rae Hunter; Kathleen J Imbach; Chengjing Zhou; Jodi Dougan; Jamie A G Hamilton; Kevin Z Chen; Priscilla Do; Ashley Townsel; Greg Gibson; Erik C Dreaden; Edmund K Waller; Karmella A Haynes; Curtis J Henry; Christopher C Porter
Journal:  Sci Rep       Date:  2022-07-13       Impact factor: 4.996

  1 in total

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