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Identification of the zinc, copper and cadmium metalloproteome of the protozoon Tetrahymena thermophila by systematic bioinformatics

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Abstract

Tetrahymena thermophila (T. thermophila) is a ciliated protozoon that can detect freshwater pollution by heavy metals (“whole-cell biosensor”). This work employed a systematic bioinformatics approach to predict and analyze the metalloproteome of T. thermophila for the essential Zn, Cu and the non-essential Cd. 3784 metal-binding proteins were identified compared to the 456 annotated so far in UniProt. The localization, functional classification, and the functionally enriched network of the newly identified metalloproteome are presented. Cd toxicity could be explained in terms of the metal replacing Cu and especially Zn in MAPKs, transporters and antioxidant enzymes. The predicted results for Cd toxicity and responses reflect those observed experimentally in different organisms after their exposure to Cd.

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Abbreviations

GO:

Gene ontology

HMM:

Hidden markov model

MAPK:

Mitogen-activated protein kinases

MBP:

Metal-binding pattern

MT:

Metallothionein

RDGB:

Retrieval of domains and genome browsing

SCO:

Synthesis of cytochrome c oxidase

SOD:

Superoxide dismutase

WCB:

Whole-cell biosensor

References

  • Amaro F, Turkewitz AP, Martin-Gonzalez A, Gutierrez JC (2011) Whole-cell biosensors for detection of heavy metal ions in environmental samples based on metallothionein promoters from Tetrahymena thermophila. Microb Biotechnol 4:513–522

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Amaro F, Turkewitz AP, Martín-González A, Gutiérrez JC (2014) Functional GFP-metallothionein fusion protein from Tetrahymena thermophila: a potential whole-cell biosensor formonitoring heavy metal pollution and a cell model to study metallothionein overproduction effects. Biometals 27(1):195–205

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Andreini C, Banci L, Bertini I, Rosato A (2006a) Zinc through the three domains of life. J Proteome Res 5(11):3173–3178

    Article  CAS  PubMed  Google Scholar 

  • Andreini C, Banci L, Bertini I, Rosato A (2006b) Counting the zinc-proteins encoded in the human genome. J Proteome Res 5:196–201

    Article  CAS  PubMed  Google Scholar 

  • Andreini C, Banci L, Bertini I, Rosato A (2008) Occurrence of copper proteins through the three domains of life: a bioinformatic approach. J Proteome Res 7(1):209–216

    Article  CAS  PubMed  Google Scholar 

  • Andreini C, Bertini I, Cavallaro G, Decaria L, Rosato A (2011) A simple protocol for the comparative analysis of the structure and occurrence of biochemical pathways across superkingdoms. J Chem Inf Model 51(3):730–738

    Article  CAS  PubMed  Google Scholar 

  • Andreini C, Cavallaro G, Lorenzini S, Rosato A (2013) MetalPDB: a database of metal sites in biological macromolecular structures. Nucleic Acids Res 41(Database issue):D312-9

    PubMed  Google Scholar 

  • Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP et al (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25:25–29

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Banci L, Bertini I, Ciofi-Baffoni S, D’Alessandro A, Jaiswal D, Marzano V, Neri S, Ronci M, Urbani A (2011) Copper exposure effects on yeast mitochondrial proteome. J Proteom 74(11):2522–2535

    Article  CAS  Google Scholar 

  • Bertini I, Gray RB, Stiefel EI, Valentini JS (2007) Biological inorganic chemistry: structure and reactivity. University Science Book, Sausalito

    Google Scholar 

  • Bindea G, Mlecnik B, Hackl H, Charoentong P, Tosolini M et al (2009) ClueGO: a Cytoscape plug-into decipher functionally grouped gene ontology and pathway annotation networks. Bioinformatics 25(8):1091–1093

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Brzóska MM, Moniuszko-Jakoniuk J (2001) Interactions between cadmium and zinc in the organism. Food Chem Toxicol 39(10):967–980

    Article  PubMed  Google Scholar 

  • Chang LW (1996) Toxicology of metals. Lewis, Boca Raton

    Google Scholar 

  • Chasapis CT, Stefanidou M (2016) What we know currently about the Metalloproteins in the protozoa Tetrahymena pyriformis and thermophila. Int J Environ Agric Res 2(11):91–99

    Google Scholar 

  • Chauchene L, Banni M, Kerkeni A, Saȉ K, Messaoudi I (2011) Cadmium-induced ovarian pathophysiology is mediated by change in gene expression pattern of zinc transporters in zebrafish (Danio rerio). Chem-Biol Interact 193:172–179

    Article  Google Scholar 

  • Chmielowska-Bak J, Gzyl J, Rucinska-Sobkowiak R, Arasimowicz-Jelonek M, Decker J (2014) The new insights into cadmium sensing. Front Plant Sci 5:245

    PubMed  PubMed Central  Google Scholar 

  • Chmielowska-Bąk J, Izbiańska K, Deckert J (2013) The toxic Doppelganger: on the ionic and molecular mimicry of cadmium. ABP Acta Biochimica Polonica 60(3):369–374

    Google Scholar 

  • Christopher L, Butcherb DA, Valasc RE, Bourned PE, Caetano-Anollése G (2010) History of biological metal utilization inferred through phylogenomic analysis of protein structures. Proc Natl Acad Sci USA 107(23):10567–10572

    Article  Google Scholar 

  • da Huang W, Sherman BT, Tan Q, Collins JR, Alvord WG, Roayaei J, Stephens R, Baseler MW, Lane HC, Lempicki RA (2007) The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists. Genome Biol 8:R183–R183

    Article  PubMed  PubMed Central  Google Scholar 

  • Dalton TP, He L, Wang B, Miller ML, Jin L, Stringer KF, Chang X, Baxter CS, Nebert DW (2005) Identification of mouse SLC39A8 as the transporter responsible for cadmium-induced toxicity in testis. Proc Natl Acad Sci USA 102:3401–3406

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Díaz S, Amaro F, Rico D, Campos V, Benitez L, Martin-Gonzalez A, Hamilton EP, Orias E, Gutierrez JC (2007) Tetrahymena metallothioneins fall into two discrete subfamilies. PLoS One 2:e291

    Article  PubMed  PubMed Central  Google Scholar 

  • Edward NJ (2000) Fish disease: diagnosis and treatment. Wiley–Blackwell. pp 95–97

  • Festa RA, Thiele DJ (2011) Copper: an essential metal in biology. Curr Biol 21:R877–R883

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Festa RA, Thiele DJ (2012) Copper at the front line of the host-pathogen battle. PLoS Pathog 8:e1002887. doi:10.1371/journal.ppat.1002887

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Frausto Da Silva JJR, Williams RJP (1991) The biological chemistry of the elements. Clarendon Press, Oxford

    Google Scholar 

  • Friedman R (2014) Structural and computational insights into the versatility of cadmium binding to proteins. Dalton Trans 43(7):2878–2887

    Article  CAS  PubMed  Google Scholar 

  • Gallego A, Martín-González A, Ortega R, Gutiérrez JC (2007) Flow cytometry assessment of cytotoxicity and reactive oxygen species generation by single and binary mixtures of cadmium, zinc and copper on populations of the ciliated protozoan Tetrahymena thermophila. Chemosphere 68:647–661

    Article  CAS  PubMed  Google Scholar 

  • Gutierrez JC, Martin-Gonzalez A, Diaz S, Ortega R (2003) Ciliates as potential source of cellular and molecular biomarker/biosensors for heavy metal pollution. Eur J Protistol 39:461–467

    Article  Google Scholar 

  • Gutierrez JC, Amaro F, Martin-Gonzalez A (2009) From heavy metal-binder to biosensors: ciliate metallothioneins discussed. BioEssays 31:805–816

    Article  CAS  PubMed  Google Scholar 

  • Gutiérrez JC, Amaro F, Díaz S, de Francisco P, Cubas LL, Martín-González A (2011) Ciliate metallothioneins: unique microbial eukaryotic heavy-metal-binder molecules. J Biol Inorg Chem 7:1025–1034

    Article  Google Scholar 

  • Jiang JG, Shen YF (2005) Use of the aquatic protozoa to formulate a community biotic index for an urban water system. Sci Total Environ 346(1–3):99–111

    Article  CAS  PubMed  Google Scholar 

  • Kambe T, Hashimoto A, Fujimoto S et al (2014) Current understanding of ZIP and ZnT zinc transporters in human health and diseases. Cell Mol Life Sci 71(17):3281–3295

    Article  CAS  PubMed  Google Scholar 

  • Kim BE, Nevitt T, Thiele DJ (2008) Mechanisms for copper acquisition, distribution and regulation. Nat Chem Biol 4:176–185

    Article  CAS  PubMed  Google Scholar 

  • Lee S, An G (2009) Over-expression of OsIRT1 leads to increased iron and zinc accumulation in rice. Plant Cell Environ 32:408–416

    Article  CAS  PubMed  Google Scholar 

  • Loutsidou AC, Hatzi VI, Chasapis CT, Terzoudi GI, Spiliopoulou CA, Stefanidou ME (2012) DNA content alterations in Tetrahymena pyriformis macronucleus after exposure to food preservatives sodium nitrate and sodium benzoate. Acta Biologica Hungarica 63(4):483–489

    Article  CAS  PubMed  Google Scholar 

  • Murakami M, Hirano T (2008) Intracellular zinc homeostasis and zinc signaling. Cancer Sci 99:1515–1522

    Article  CAS  PubMed  Google Scholar 

  • Nicolau A, Dias N, Mota M, Lima N (2001) Trends in the use of protozoa in the assessment of wastewater treatment. Res Microbiol 152:621–630

    Article  CAS  PubMed  Google Scholar 

  • Nilsson JR (1989) Tetrahymena in cytotoxicity: with special reference to effects of heavy metals and selected drugs. Eur J Protistol 25:2–25

    Article  CAS  PubMed  Google Scholar 

  • Remelli M, Nurchi VM, Lachowicz JI, Medici S, Zoroddu MA, Peana M (2016) Competition between Cd(II) and other divalent transition metal ions during complex formation with amino acids, peptides, and chelating agents. Coord Chem Rev 327–328:55–69

    Article  Google Scholar 

  • Shang Y, Song X, Bowen J, Corstanje R, Gao Y, Gaertig J, Gorovsky MA (2002) A robust inducible-repressible promoter greatly facilitates gene knockouts, conditional expression and overexpression of homologous and heterologous genes in Tetrahymena thermophila. Proc Natl Acad Sci USA 97:3734–3739

    Article  Google Scholar 

  • Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, Amin N, Schwikowski B, Ideker T (2003) Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13:2498–2504

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shi W, Chance MR (2008) Metallomics and metalloproteomics. Cell Mol Life Sci 65:3040–3048

    Article  CAS  PubMed  Google Scholar 

  • Stefanidou M (2013) The use of the protozoan Tetrahymena as a cell model. In: Castillo V, Rodney H (eds) Protozoa: biology, classification and role in disease. Nova Science Publishers, pp 69–88

  • Stefanidou M, Loutsidou AC, Chasapis CT, Spiliopoulou CA (2011) Immunotoxicity of cocaine and crack. Curr Drug Abuse Rev 4(2):95–97

    Article  CAS  Google Scholar 

  • Vido K, Spector D, Lagniel G, Lopez S, Toledano MB, Labarre J (2001) A proteome analysis of the cadmium response in Saccharomyces cerevisiae. J Biol Chem 276(11):8469–8474

    Article  CAS  PubMed  Google Scholar 

  • Waalkes MP (2003) Cadmium carcinogenesis. Mutat Res 533(1–2):107–120

    Article  CAS  PubMed  Google Scholar 

  • Walter MC, Rattei T, Arnold R, Guldener U, Munsterkotter M, Nenova K et al (2009) PEDANT covers all complete RefSeq genomes. Nucleic Acids Res 37:D408–D411

    Article  CAS  PubMed  Google Scholar 

  • Wilson D, Citiulo F, Hube B (2012) Zinc exploitation by pathogenic fungi. PLoS Pathog 8:e1003034

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Correspondence to Christos T. Chasapis.

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Communicated by Erko Stackebrandt.

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Chasapis, C.T., Andreini, C., Georgiopolou, A.K. et al. Identification of the zinc, copper and cadmium metalloproteome of the protozoon Tetrahymena thermophila by systematic bioinformatics. Arch Microbiol 199, 1141–1149 (2017). https://doi.org/10.1007/s00203-017-1385-y

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  • DOI: https://doi.org/10.1007/s00203-017-1385-y

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