Skip to main content
Top
Published in: Gut Pathogens 1/2018

Open Access 01-12-2018 | Short Report

A hybrid reference-guided de novo assembly approach for generating Cyclospora mitochondrion genomes

Authors: G. R. Gopinath, H. N. Cinar, H. R. Murphy, M. Durigan, M. Almeria, B. D. Tall, A. J. DaSilva

Published in: Gut Pathogens | Issue 1/2018

Login to get access

Abstract

Cyclospora cayetanensis is a coccidian parasite associated with large and complex foodborne outbreaks worldwide. Linking samples from cyclosporiasis patients during foodborne outbreaks with suspected contaminated food sources, using conventional epidemiological methods, has been a persistent challenge. To address this issue, development of new methods based on potential genomically-derived markers for strain-level identification has been a priority for the food safety research community. The absence of reference genomes to identify nucleotide and structural variants with a high degree of confidence has limited the application of using sequencing data for source tracking during outbreak investigations. In this work, we determined the quality of a high resolution, curated, public mitochondrial genome assembly to be used as a reference genome by applying bioinformatic analyses. Using this reference genome, three new mitochondrial genome assemblies were built starting with metagenomic reads generated by sequencing DNA extracted from oocysts present in stool samples from cyclosporiasis patients. Nucleotide variants were identified in the new and other publicly available genomes in comparison with the mitochondrial reference genome. A consolidated workflow, presented here, to generate new mitochondrion genomes using our reference-guided de novo assembly approach could be useful in facilitating the generation of other mitochondrion sequences, and in their application for subtyping C. cayetanensis strains during foodborne outbreak investigations.
Literature
1.
go back to reference Scallan E, Hoekstra RM, Mahon BE, Jones TF, Griffin PM. An assessment of the human health impact of seven leading foodborne pathogens in the United States using disability adjusted life years. Epidemiol Infect. 2015;143(13):2795–804.CrossRefPubMed Scallan E, Hoekstra RM, Mahon BE, Jones TF, Griffin PM. An assessment of the human health impact of seven leading foodborne pathogens in the United States using disability adjusted life years. Epidemiol Infect. 2015;143(13):2795–804.CrossRefPubMed
3.
go back to reference Chacín-Bonilla L. Epidemiology of Cyclospora cayetanensis: a review focusing in endemic areas. Acta Trop. 2010;115:181–93.CrossRefPubMed Chacín-Bonilla L. Epidemiology of Cyclospora cayetanensis: a review focusing in endemic areas. Acta Trop. 2010;115:181–93.CrossRefPubMed
4.
go back to reference Cinar HN, Gopinath G, Jarvis K, Murphy HR. The complete mitochondrial genome of the foodborne parasitic pathogen Cyclospora cayetanensis. PLoS ONE. 2015;10(6):e0128645.CrossRefPubMedPubMedCentral Cinar HN, Gopinath G, Jarvis K, Murphy HR. The complete mitochondrial genome of the foodborne parasitic pathogen Cyclospora cayetanensis. PLoS ONE. 2015;10(6):e0128645.CrossRefPubMedPubMedCentral
5.
go back to reference Cinar HN, Qvarnstrom Y, Wei-Pridgeon Y, Li W, Nascimento FS, Arrowood MJ, Murphy HR, Jang A, Kim E, Kim R, da Silva A, Gopinath GR. Comparative sequence analysis of Cyclospora cayetanensis apicoplast genomes originating from diverse geographical regions. Parasit Vectors. 2016;9(1):611.CrossRefPubMedPubMedCentral Cinar HN, Qvarnstrom Y, Wei-Pridgeon Y, Li W, Nascimento FS, Arrowood MJ, Murphy HR, Jang A, Kim E, Kim R, da Silva A, Gopinath GR. Comparative sequence analysis of Cyclospora cayetanensis apicoplast genomes originating from diverse geographical regions. Parasit Vectors. 2016;9(1):611.CrossRefPubMedPubMedCentral
6.
go back to reference Tang K, Guo Y, Zhang L, Rowe LA, Roellig DM, Frace MA, Li N, Liu S, Feng Y, Xiao L. Genetic similarities between Cyclospora cayetanensis and cecum-infecting avian Eimeria spp. in apicoplast and mitochondrial genomes. Parasite Vectors. 2015;8:358.CrossRef Tang K, Guo Y, Zhang L, Rowe LA, Roellig DM, Frace MA, Li N, Liu S, Feng Y, Xiao L. Genetic similarities between Cyclospora cayetanensis and cecum-infecting avian Eimeria spp. in apicoplast and mitochondrial genomes. Parasite Vectors. 2015;8:358.CrossRef
7.
go back to reference Ogedengbe ME, Qvarnstrom Y, da Silva AJ, Arrowood MJ, Barta JR. A linear mitochondrial genome of Cyclospora cayetanensis (Eimeriidae, Eucoccidiorida, Coccidiasina, Apicomplexa) suggests the ancestral start position within mitochondrial genomes of eimeriid coccidia. Int J Parasitol. 2015;45(6):361–5.CrossRefPubMedPubMedCentral Ogedengbe ME, Qvarnstrom Y, da Silva AJ, Arrowood MJ, Barta JR. A linear mitochondrial genome of Cyclospora cayetanensis (Eimeriidae, Eucoccidiorida, Coccidiasina, Apicomplexa) suggests the ancestral start position within mitochondrial genomes of eimeriid coccidia. Int J Parasitol. 2015;45(6):361–5.CrossRefPubMedPubMedCentral
8.
go back to reference Liu S, Wang L, Zheng H, Xu Z, Roellig DM, Li N, Frace MA, Tang K, Arrowood MJ, Moss DM, Zhang L, Feng Y, Xiao L. Comparative genomics reveals Cyclospora cayetanensis possesses coccidian-like metabolism and invasion components but unique surface antigens. BMC Genom. 2016;30(17):316.CrossRef Liu S, Wang L, Zheng H, Xu Z, Roellig DM, Li N, Frace MA, Tang K, Arrowood MJ, Moss DM, Zhang L, Feng Y, Xiao L. Comparative genomics reveals Cyclospora cayetanensis possesses coccidian-like metabolism and invasion components but unique surface antigens. BMC Genom. 2016;30(17):316.CrossRef
9.
go back to reference Qvarnstrom Y, Wei-Pridgeon Y, Li W, Nascimento FS, Bishop HS, Herwaldt BL, Moss DM, Nayak V, Srinivasamoorthy G, Sheth M, Arrowood MJ. Draft genome sequences from Cyclospora cayetanensis oocysts purified from a human stool sample. Genome Announc. 2015;3(6):e01324-15.CrossRefPubMedPubMedCentral Qvarnstrom Y, Wei-Pridgeon Y, Li W, Nascimento FS, Bishop HS, Herwaldt BL, Moss DM, Nayak V, Srinivasamoorthy G, Sheth M, Arrowood MJ. Draft genome sequences from Cyclospora cayetanensis oocysts purified from a human stool sample. Genome Announc. 2015;3(6):e01324-15.CrossRefPubMedPubMedCentral
10.
go back to reference Guo Y, Roellig DM, Li N, Tang K, Frace M, Ortega Y, Arrowood MJ, Feng Y, Qvarnstrom Y, Wang L, Moss DM, Zhang L, Xiao L. Multilocus sequence typing tool for Cyclospora cayetanensis. Emerg Infect Dis. 2016;22(8):1464–7.CrossRefPubMedPubMedCentral Guo Y, Roellig DM, Li N, Tang K, Frace M, Ortega Y, Arrowood MJ, Feng Y, Qvarnstrom Y, Wang L, Moss DM, Zhang L, Xiao L. Multilocus sequence typing tool for Cyclospora cayetanensis. Emerg Infect Dis. 2016;22(8):1464–7.CrossRefPubMedPubMedCentral
11.
go back to reference Kyrpides NC, Hugenholtz P, Eisen JA, Woyke T, Göker M, Parker CT, et al. Genomic encyclopedia of bacteria and archaea: sequencing a myriad of type strains. PLoS Biol. 2014;12(8):e1001920.CrossRefPubMedPubMedCentral Kyrpides NC, Hugenholtz P, Eisen JA, Woyke T, Göker M, Parker CT, et al. Genomic encyclopedia of bacteria and archaea: sequencing a myriad of type strains. PLoS Biol. 2014;12(8):e1001920.CrossRefPubMedPubMedCentral
12.
13.
go back to reference Benson DA, Cavanaugh M, Clark K, Karsch-Mizrachi I, Ostell J, Pruitt KD, Sayers EW. GenBank. Nucleic Acids Res. 2018;46(D1):D41–7.CrossRefPubMed Benson DA, Cavanaugh M, Clark K, Karsch-Mizrachi I, Ostell J, Pruitt KD, Sayers EW. GenBank. Nucleic Acids Res. 2018;46(D1):D41–7.CrossRefPubMed
14.
go back to reference Lischer HEL, Shimizu KK. Reference-guided de novo assembly approach improves genome reconstruction for related species. BMC Bioinform. 2017;18(1):474.CrossRef Lischer HEL, Shimizu KK. Reference-guided de novo assembly approach improves genome reconstruction for related species. BMC Bioinform. 2017;18(1):474.CrossRef
16.
17.
go back to reference Bao E, Jiang T, Girke T. AlignGraph: algorithm for secondary de novo genome assembly guided by closely related references. Bioinformatics. 2014;30(12):i319–28.CrossRefPubMedPubMedCentral Bao E, Jiang T, Girke T. AlignGraph: algorithm for secondary de novo genome assembly guided by closely related references. Bioinformatics. 2014;30(12):i319–28.CrossRefPubMedPubMedCentral
18.
go back to reference Schneeberger K, Ossowski S, Ott F, Klein JD, Wang X, Lanz C, Smith LM, Cao J, Fitz J, Warthmann N, Henz SR, Huson DH, Weigel D. Reference-guided assembly of four diverse Arabidopsis thaliana genomes. Proc Natl Acad Sci USA. 2011;108(25):10249–54.CrossRefPubMedPubMedCentral Schneeberger K, Ossowski S, Ott F, Klein JD, Wang X, Lanz C, Smith LM, Cao J, Fitz J, Warthmann N, Henz SR, Huson DH, Weigel D. Reference-guided assembly of four diverse Arabidopsis thaliana genomes. Proc Natl Acad Sci USA. 2011;108(25):10249–54.CrossRefPubMedPubMedCentral
19.
go back to reference Gopinath G, Hari K, Jain R, Mammel MK, Kothary MH, et al. The pathogen-annotated tracking resource network (PATRN) system: a web-based resource to aid food safety, regulatory science, and investigations of foodborne pathogens and disease. Food Microbiol. 2013;34(2):303–18.CrossRefPubMed Gopinath G, Hari K, Jain R, Mammel MK, Kothary MH, et al. The pathogen-annotated tracking resource network (PATRN) system: a web-based resource to aid food safety, regulatory science, and investigations of foodborne pathogens and disease. Food Microbiol. 2013;34(2):303–18.CrossRefPubMed
20.
go back to reference Allard MW, Strain E, Melka D, Bunning K, Musser SM, Brown EW, Timme R. Practical value of food pathogen traceability through building a whole-genome sequencing network and database. J Clin Microbiol. 2016;54(8):1975–83.CrossRefPubMedPubMedCentral Allard MW, Strain E, Melka D, Bunning K, Musser SM, Brown EW, Timme R. Practical value of food pathogen traceability through building a whole-genome sequencing network and database. J Clin Microbiol. 2016;54(8):1975–83.CrossRefPubMedPubMedCentral
21.
go back to reference Miotto O, Almagro-Garcia J, Manske M, Macinnis B, Campino S, Rockett KA, et al. Multiple populations of artemisinin-resistant Plasmodium falciparum in Cambodia. Nat Genet. 2013;45:648–55.CrossRefPubMed Miotto O, Almagro-Garcia J, Manske M, Macinnis B, Campino S, Rockett KA, et al. Multiple populations of artemisinin-resistant Plasmodium falciparum in Cambodia. Nat Genet. 2013;45:648–55.CrossRefPubMed
22.
go back to reference Preston MD, Campino S, Assefa SA, Echeverry DF, Ocholla H, Amambua-Ngwa A, Stewart LB, Conway DJ, Borrmann S, et al. A barcode of organellar genome polymorphisms identifies the geographic origin of Plasmodium falciparum strains. Nat Commun. 2014;5:405.CrossRef Preston MD, Campino S, Assefa SA, Echeverry DF, Ocholla H, Amambua-Ngwa A, Stewart LB, Conway DJ, Borrmann S, et al. A barcode of organellar genome polymorphisms identifies the geographic origin of Plasmodium falciparum strains. Nat Commun. 2014;5:405.CrossRef
23.
go back to reference Chen SB, Wang Y, Kassegne K, Xu B, Shen HM, Chen JH. Whole-genome sequencing of a Plasmodium vivax clinical isolate exhibits geographical characteristics and high genetic variation in China–Myanmar border area. BMC Genom. 2017;18(1):131.CrossRef Chen SB, Wang Y, Kassegne K, Xu B, Shen HM, Chen JH. Whole-genome sequencing of a Plasmodium vivax clinical isolate exhibits geographical characteristics and high genetic variation in China–Myanmar border area. BMC Genom. 2017;18(1):131.CrossRef
Metadata
Title
A hybrid reference-guided de novo assembly approach for generating Cyclospora mitochondrion genomes
Authors
G. R. Gopinath
H. N. Cinar
H. R. Murphy
M. Durigan
M. Almeria
B. D. Tall
A. J. DaSilva
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Gut Pathogens / Issue 1/2018
Electronic ISSN: 1757-4749
DOI
https://doi.org/10.1186/s13099-018-0242-0

Other articles of this Issue 1/2018

Gut Pathogens 1/2018 Go to the issue