Single-cell RNA-seq reveals hidden transcriptional variation in malaria parasites

被引:139
作者
Reid, Adam J. [1 ]
Talman, Arthur M. [1 ]
Bennett, Hayley M. [1 ]
Gomes, Ana R. [1 ]
Sanders, Mandy J. [1 ]
Illingwoth, Christopher J. R. [2 ]
Billker, Oliver [1 ]
Berriman, Matthew [1 ]
Lawniczak, Mara K. N. [1 ]
机构
[1] Wellcome Sanger Inst, Malaria Programme, Cambridge, England
[2] Univ Cambridge, Dept Genet, Cambridge, England
基金
英国医学研究理事会;
关键词
GENE-EXPRESSION DATA; PLASMODIUM-FALCIPARUM GAMETOCYTES; SEXUAL DEVELOPMENT; LIFE-CYCLE; TRANSLATIONAL REPRESSION; SEQUENCING EXPERIMENTS; ANTIGENIC VARIATION; PROTEOMIC ANALYSES; HIGH-THROUGHPUT; FATE DECISIONS;
D O I
10.7554/eLife.33105
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Single-cell RNA-sequencing is revolutionising our understanding of seemingly homogeneous cell populations but has not yet been widely applied to single-celled organisms. Transcriptional variation in unicellular malaria parasites from the Plasmodium genus is associated with critical phenotypes including red blood cell invasion and immune evasion, yet transcriptional variation at an individual parasite level has not been examined in depth. Here, we describe the adaptation of a single-cell RNA-sequencing (scRNA-seq) protocol to deconvolute transcriptional variation for more than 500 individual parasites of both rodent and human malaria comprising asexual and sexual life-cycle stages. We uncover previously hidden discrete transcriptional signatures during the pathogenic part of the life cycle, suggesting that expression over development is not as continuous as commonly thought. In transmission stages, we find novel, sex-specific roles for differential expression of contingency gene families that are usually associated with immune evasion and pathogenesis.
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页数:29
相关论文
共 79 条
[21]   Silence, activate, poise and switch! Mechanisms of antigenic variation in Plasmodium falciparum [J].
Guizetti, Julien ;
Scherf, Artur .
CELLULAR MICROBIOLOGY, 2013, 15 (05) :718-726
[22]   A single-cell survey of the small intestinal epithelium [J].
Haber, Adam L. ;
Biton, Moshe ;
Rogel, Noga ;
Herbst, Rebecca H. ;
Shekhar, Karthik ;
Smillie, Christopher ;
Burgin, Grace ;
Delorey, Toni M. ;
Howitt, Michael R. ;
Katz, Yarden ;
Tirosh, Itay ;
Beyaz, Semir ;
Dionne, Danielle ;
Zhang, Mei ;
Raychowdhury, Raktima ;
Garrett, Wendy S. ;
Rozenblatt-Rosen, Orit ;
Shi, Hai Ning ;
Yilmaz, Omer ;
Xavier, Ramnik J. ;
Regev, Aviv .
NATURE, 2017, 551 (7680) :333-+
[23]   A comprehensive survey of the Plasmodium life cycle by genomic, transcriptomic, and proteomic analyses [J].
Hall, N ;
Karras, M ;
Raine, JD ;
Carlton, JM ;
Kooij, TWA ;
Berriman, M ;
Florens, L ;
Janssen, CS ;
Pain, A ;
Christophides, GK ;
James, K ;
Rutherford, K ;
Harris, B ;
Harris, D ;
Churcher, C ;
Quail, MA ;
Ormond, D ;
Doggett, J ;
Trueman, HE ;
Mendoza, J ;
Bidwell, SL ;
Rajandream, MA ;
Carucci, DJ ;
Yates, JR ;
Kafatos, FC ;
Janse, CJ ;
Barrell, B ;
Turner, CMR ;
Waters, AP ;
Sinden, RE .
SCIENCE, 2005, 307 (5706) :82-86
[24]   AMINO-ACID SUBSTITUTION MATRICES FROM PROTEIN BLOCKS [J].
HENIKOFF, S ;
HENIKOFF, JG .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (22) :10915-10919
[25]   Integrated analysis of the Plasmodium species transcriptome [J].
Hoo, Regina ;
Zhu, Lei ;
Amaladoss, Anburaj ;
Mok, Sachel ;
Natalang, Onguma ;
Lapp, Stacey A. ;
Hu, Guangan ;
Liew, Kingsley ;
Galinski, Mary R. ;
Bozdech, Zbynek ;
Preiser, Peter R. .
EBIOMEDICINE, 2016, 7 :255-266
[26]   Transcriptional profiling of growth perturbations of the human malaria parasite Plasmodium falciparum [J].
Hu, Guangan ;
Cabrera, Ana ;
Kono, Maya ;
Mok, Sachel ;
Chaal, Balbir K. ;
Haase, Silvia ;
Engelberg, Klemens ;
Cheemadan, Sabna ;
Spielmann, Tobias ;
Preiser, Peter R. ;
Gilberger, Tim-W ;
Bozdech, Zbynek .
NATURE BIOTECHNOLOGY, 2010, 28 (01) :91-U126
[27]   A transcriptional switch underlies commitment to sexual development in malaria parasites [J].
Kafsack, Bjoern F. C. ;
Rovira-Graells, Nuria ;
Clark, Taane G. ;
Bancells, Cristina ;
Crowley, Valerie M. ;
Campino, Susana G. ;
Williams, April E. ;
Drought, Laura G. ;
Kwiatkowski, Dominic P. ;
Baker, David A. ;
Cortes, Alfred ;
Llinas, Manuel .
NATURE, 2014, 507 (7491) :248-+
[28]  
Khan Shahid M, 2013, Methods Mol Biol, V923, P139
[29]  
Kim D, 2015, NAT METHODS, V12, P357, DOI [10.1038/NMETH.3317, 10.1038/nmeth.3317]
[30]  
Kiselev V.Y., 2016, BIORXIV