Literature DB >> 27433881

Multilocus Sequence Typing Tool for Cyclospora cayetanensis.

Yaqiong Guo, Dawn M Roellig, Na Li, Kevin Tang, Michael Frace, Ynes Ortega, Michael J Arrowood, Yaoyu Feng, Yvonne Qvarnstrom, Lin Wang, Delynn M Moss, Longxian Zhang, Lihua Xiao.   

Abstract

Because the lack of typing tools for Cyclospora cayetanensis has hampered outbreak investigations, we sequenced its genome and developed a genotyping tool. We observed 2 to 10 geographically segregated sequence types at each of 5 selected loci. This new tool could be useful for case linkage and infection/contamination source tracking.

Entities:  

Keywords:  Cyclospora cayetanensis; molecular epidemiology; multilocus sequence typing; parasites; protozoa; whole genome sequencing

Mesh:

Substances:

Year:  2016        PMID: 27433881      PMCID: PMC4982147          DOI: 10.3201/eid2208.150696

Source DB:  PubMed          Journal:  Emerg Infect Dis        ISSN: 1080-6040            Impact factor:   6.883


Cyclospora cayetanensis is an emerging parasitic pathogen responsible for numerous foodborne outbreaks of cyclosporiasis in North America, primarily associated with imported fresh produce from cyclosporiasis-endemic areas (). The lack of genotyping tools has hampered case linkage and infection/contamination source tracking (). In this study, we developed a multilocus sequence typing (MLST) tool to help with identification of this protozoan.

The Study

To identify potential genotyping markers, we sequenced the genome of 1 C. cayetanensis isolate (CHN_HEN01) from Henan, China (), and searched for microsatellite and minisatellite sequences among the first 40 of 4,811 assembled contigs by using Tandem Repeat Finder software (http://tandem.bu.edu/trf/trf.html). We designed primers for nested PCR analysis of the targets based on flanking nucleotide sequences. The total volume of PCR mixture was 50 μL, which contained 1 μL of DNA (for primary PCR) or 2 μL of the primary PCR product, 250 nmol/L primers, 3 mmol/L magnesium chloride, 200 μmol/L deoxynucleotide triphosphates, 1× GeneAmp PCR buffer (Applied Biosystems, Foster City, CA, USA), and 1.5 U of Taq polymerase (Promega, Madison, WI, USA). The amplification consisted of an initial denaturation at 94°C for 5 min; 35 cycles at 94°C for 45 s; a specified annealing temperature (Table; Technical Appendix Table 1) for 45 s and 72°C for 1 min; and a final extension at 72°C for 7 min. The secondary PCR products were sequenced in both directions on an ABI 3130 Genetic Analyzer (Applied Biosystems).
Table

Primer sequences of microsatellite loci used in multilocus sequence analysis of Cyclospora cayetanensis

LocusContig no.Targeted repeat*Primer sequence, 5′ → 3′†Annealing temp, °CExpected size, bpAmplification efficiency, no. positive/no. analyzed
CYC300003TGTA63 and TATA23F1: GAAGATGAAGCGTTGGTACG; 
R1: TACCGCTGCTGGAGTGCAT; 
F2: TTGTGCATGGCACCCAATGC; 
R2: CCAGACAGTAGTTCGTGTCTT555984/4
CYC1300008GAT15F1: TTGGAGCAGGACGAGTTTCG; 
R1: ATGGAAGCGGCTATGAAATTGG; 
F2: CCTCGGAGTCCTCTGAGTG; 
R2: AGCCGTCGCAGTGTGTAGCA585954/4
CYC1500009TGC11F1: AGTAGCTACGTGCCAAGACGA; 
R1: TCGTTCTATCTGACCATAGTAGTG; 
F2: CGCTGTGCAAGAGGCGATCTA; 
R2: AAGCACTGCAGGGTCCGTAAC586094/4
CYC2100036AT31F1: TAGTGGCGACTGCGACATG; 
R1: GCACCTTGCTGATGAGGCA; 
F2: CTA AGGCTGTCTTGAGCGG; 
R2: CGCCCACATGCTTCGTATAC554714/4
CYC2200037AC20F1: CACTATGCCGTGTGACACGT; 
R1: GTAGATTTGCAAGAACTCATGCTA;
F2: ATAGTATTCAGGCGCAAACTAAG; 
R2: GAGGCTTTCCAAAGGTCTAGTT555124/4

*Tandem repeat identified in the sequence from whole genome sequencing.
†Six C. cayetanensis specimens were used in initial evaluation of PCR primers: specimens 22231, 22234, 22238, and 28709 were used to evaluate PCR primers from loci CYC3, whereas specimens 22231, 22234, 24550, and 24552 were used for PCR primers from the remaining loci.

*Tandem repeat identified in the sequence from whole genome sequencing.
†Six C. cayetanensis specimens were used in initial evaluation of PCR primers: specimens 22231, 22234, 22238, and 28709 were used to evaluate PCR primers from loci CYC3, whereas specimens 22231, 22234, 24550, and 24552 were used for PCR primers from the remaining loci. The sequences obtained from each locus were aligned by using ClustalX version 2.1 (http://www.clustal.org). A neighbor-joining analysis was used to assess the genetic relatedness of various C. cayetanensis sequences for each locus and concatenated sequences of 5 loci. Unique sequences generated from the 5 MLST loci were deposited in GenBank (accession nos. KP723491–KP723518). Altogether, 15 loci were chosen for evaluations (Table; Technical Appendix Table 1). These loci included 13 microsatellite and 2 minisatellite loci. Six specimens from China and Peru were used in the initial evaluation of the PCR primers designed. Five microsatellite loci (CYC3, CYC13, CYC15, CYC21, and CYC22) exhibiting high PCR amplification efficiency and nucleotide sequence polymorphism in the initial evaluation were chosen for further evaluations of the nature of nucleotide sequence polymorphism by using a total of 64 C. cayetanensis specimens from China (n = 26), Nepal (n = 3), Indonesia (n = 1), Guatemala (n = 2), Peru (n = 8), Spain (n = 1), and the United States (n = 23) (Technical Appendix Table 2). Of these, 63 specimens were amplified by PCR at the CYC3 locus, 61 at the CYC13 locus, 63 at the CYC15 locus, 62 at the CYC21 locus, and 64 at the CYC21 locus (Table). However, 1–11 specimens did not produce readable sequences at each locus. Nucleotide sequence alignment led to the identification of 4 sequence types at locus CYC3, 10 at locus CYC13, 2 at locus CYC15, 8 at locus CYC21, and 4 at locus CYC22 (Technical Appendix Table 2). As expected, all 5 loci showed differences in the number of microsatellite repeats. In addition, single nucleotide polymorphisms were present at all loci (Technical Appendix Figures 1–5). Sequences from CYC3, CYC13, CYC21, and CYC22 formed 2–3 major groups in neighbor-joining trees (Figure 1). Clear geographic clustering of sequences was observed at most loci, with specimens from China largely clustering together and US outbreak specimens often clustering with specimens from Peru (Figure 1). Of the 9 specimens from a 2013 Texas outbreak, 1 had a different sequence from the remaining specimens at CYC3, 2 had different sequences from the remaining specimens at CYC13 and CYC21, and at CYC22, PCR products from 7 specimens produced unreadable sequences (Technical Appendix Table 2).
Figure 1

Phylogenetic relationships among sequence types of Cyclospora cayetanensis at 5 microsatellite loci: A) CYC3, B) CYC13, C) CYC15, D) CYC21, and E) CYC22. Tree was constructed on the basis of neighbor-joining analyses of the nucleotide sequences, using genetic distances calculated by the Kimura 2-parameter model. Numbers on branches are bootstrap values from 1,000 replicate analyses. Only values >50% are displayed on the left of each node. Scale bars indicate substitution rates per nucleotide. HN, Henan.

Phylogenetic relationships among sequence types of Cyclospora cayetanensis at 5 microsatellite loci: A) CYC3, B) CYC13, C) CYC15, D) CYC21, and E) CYC22. Tree was constructed on the basis of neighbor-joining analyses of the nucleotide sequences, using genetic distances calculated by the Kimura 2-parameter model. Numbers on branches are bootstrap values from 1,000 replicate analyses. Only values >50% are displayed on the left of each node. Scale bars indicate substitution rates per nucleotide. HN, Henan. A total of 34 specimens had complete sequence data at 5 loci, forming 25 MLST types (Technical Appendix Table 2). Most of the MLST types had only 1 specimen, except for 4 MLST types (MS3, MS15, MS16, and MS17), which had 3 or 4 specimens (Technical Appendix Table 2). A neighbor-joining analysis of the concatenated sequences of 2,317 bp showed clear geographic clustering of MLST types (Figure 2). Most specimens from China clustered together in 1 major group, whereas specimens from outbreaks in the United States formed 2 other groups with specimens from Peru. The specimen from Spain appeared to be distinct.
Figure 2

Phylogenetic relationships among concatenated multilocus sequence types of Cyclospora cayetanensis as assessed by a neighbor-joining analysis of the nucleotide sequences, using genetic distances calculated by the Kimura 2-parameter model. Numbers on branches are bootstrap values from 1,000 replicate analyses. Only values >50% are displayed on the left of each node. Scale bar indicates substitution rates per nucleotide. HN, Henan.

Phylogenetic relationships among concatenated multilocus sequence types of Cyclospora cayetanensis as assessed by a neighbor-joining analysis of the nucleotide sequences, using genetic distances calculated by the Kimura 2-parameter model. Numbers on branches are bootstrap values from 1,000 replicate analyses. Only values >50% are displayed on the left of each node. Scale bar indicates substitution rates per nucleotide. HN, Henan.

Conclusions

In this study, we sequenced the genome of C. cayetanensis protozoa and developed a genotyping tool. Noticeable geographic clustering was observed at some of the loci, with specimens from China forming 1–2 groups at each of these loci. In contrast, the US outbreak specimens mostly grouped together with Peru specimens, probably because of the imported nature of pathogens from Central and South America. The geographic clustering pattern of specimens from the same country at 1 locus does not conform to patterns at other loci, probably because of the occurrence of genetic recombination among parasites in a particular area. Therefore, the use of a single genetic marker is probably not useful in geographic tracking of infection sources of this species. Data generated from this study have demonstrated the high resolution of the MLST tool. Although genotyping resulted in complete data at all 5 loci for only 34 of the 64 specimens, 25 MLST types were detected. The failure in obtaining informative sequences from some amplicons was mainly attributable to the presence of PCR products with different repeat lengths, leading to overlapped signals following the tandem repeat region. This highlights some potential challenges in investigations of cyclosporiasis outbreaks using genotyping tools. Only 2 of the 9 specimens from the 2013 outbreak of cyclosporiasis in Texas produced complete MLST data because of inability to obtain readable sequences from CYC22. Sequence analysis at other loci suggested that at least 3 types of C. cayetanensis protozoa were present in specimens from the outbreak. The occurrence of mixed C. cayetanensis populations probably led to unreadable sequences for most specimens from the outbreak at CYC22. The occurrence of mixed C. cayetanensis populations in large outbreaks is expected because divergent MLST types are apparently present in a small community or geographic area. For example, the Peru specimens in this study were from a small shantytown, Pampas de San Juan de Miraflores, in Lima (), but the specimens had at least 5 MLST types among them. Similarly, 14 MLST types were detected among the 26 Chinese specimens collected from 2 neighboring cities (Kaifeng and Zhengzhou) in Henan Province (). Fresh produce is frequently contaminated by C. cayetanensis protozoa through irrigation water () and thus has a higher probability of containing multiple C. cayetanensis genotypes. It might be possible to use only 2 or 3 loci that are highly polymorphic and easier to sequence in C. cayetanensis genotyping, such as CYC13 and CYC21. In summary, whole-genome sequence data from C. cayetanensis protozoa enabled the development of a MLST tool for characterizing isolates in outbreak investigations. The high resolution of the typing tool and the apparent presence of geographic clusters might facilitate the identification of outbreaks and infection sources. Nevertheless, extensive characterization of specimens from diverse areas and wide application of the developed tool in outbreak investigations are needed to better understand C. cayetanensis transmission.

Technical Appendix

Primer sequences of additional microsatellite and minisatellite loci selected for initial analysis of Cyclospora cayetanensis. Specimens used in the study and their sequence identity at the 5 selected loci. Variations in nucleotide sequences among specimens at the 5 selected loci.
  6 in total

Review 1.  Microsporidia and Cyclospora: epidemiology and assessment of risk from the environment.

Authors:  P Mota; C A Rauch; S C Edberg
Journal:  Crit Rev Microbiol       Date:  2000       Impact factor: 7.624

2.  Surveillance for laboratory-confirmed sporadic cases of cyclosporiasis--United States, 1997-2008.

Authors:  Rebecca L Hall; Jeffrey L Jones; Barbara L Herwaldt
Journal:  MMWR Surveill Summ       Date:  2011-04-08

3.  Prevalence and molecular characterization of Cyclospora cayetanensis, Henan, China.

Authors:  Yang Zhou; Biao Lv; Qiang Wang; Rongjun Wang; Fuchun Jian; Longxian Zhang; Changshen Ning; Kanda Fu; Yaqiang Wang; Meng Qi; Huixia Yao; Jinfeng Zhao; Xiaoshan Zhang; Yanru Sun; Ke Shi; Michael J Arrowood; Lihua Xiao
Journal:  Emerg Infect Dis       Date:  2011-10       Impact factor: 6.883

4.  outbreaks of cyclosporiasis--United States, June-August 2013.

Authors: 
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2013-11-01       Impact factor: 17.586

5.  Cryptosporidium species and subtypes and clinical manifestations in children, Peru.

Authors:  Vitaliano A Cama; Caryn Bern; Jacqueline Roberts; Lilia Cabrera; Charles R Sterling; Ynes Ortega; Robert H Gilman; Lihua Xiao
Journal:  Emerg Infect Dis       Date:  2008-10       Impact factor: 6.883

6.  Genetic similarities between Cyclospora cayetanensis and cecum-infecting avian Eimeria spp. in apicoplast and mitochondrial genomes.

Authors:  Kevin Tang; Yaqiong Guo; Longxian Zhang; Lori A Rowe; Dawn M Roellig; Michael A Frace; Na Li; Shiyou Liu; Yaoyu Feng; Lihua Xiao
Journal:  Parasit Vectors       Date:  2015-07-08       Impact factor: 3.876

  6 in total
  12 in total

1.  Cyclospora cayetanensis infections among diarrheal outpatients in Shanghai: a retrospective case study.

Authors:  Yanyan Jiang; Zhongying Yuan; Guoqing Zang; Dan Li; Ying Wang; Yi Zhang; Hua Liu; Jianping Cao; Yujuan Shen
Journal:  Front Med       Date:  2018-01-26       Impact factor: 4.592

2.  Molecular genotyping, diversity studies and high-resolution molecular markers unveiled by microsatellites in Giardia duodenalis.

Authors:  Maurício Durigan; Claudio Benício Cardoso-Silva; Maísa Ciampi-Guillardi; Guilherme Toledo-Silva; Gustavo M Mori; Regina M B Franco; Anete P Souza
Journal:  PLoS Negl Trop Dis       Date:  2018-11-30

3.  Mitochondrial Junction Region as Genotyping Marker for Cyclospora cayetanensis.

Authors:  Fernanda S Nascimento; John R Barta; Julia Whale; Jessica N Hofstetter; Shannon Casillas; Joel Barratt; Eldin Talundzic; Michael J Arrowood; Yvonne Qvarnstrom
Journal:  Emerg Infect Dis       Date:  2019-07       Impact factor: 6.883

Review 4.  Cyclospora cayetanensis and Cyclosporiasis: An Update.

Authors:  Sonia Almeria; Hediye N Cinar; Jitender P Dubey
Journal:  Microorganisms       Date:  2019-09-04

5.  Genotyping genetically heterogeneous Cyclospora cayetanensis infections to complement epidemiological case linkage.

Authors:  Joel L N Barratt; Subin Park; Fernanda S Nascimento; Jessica Hofstetter; Mateusz Plucinski; Shannon Casillas; Richard S Bradbury; Michael J Arrowood; Yvonne Qvarnstrom; Eldin Talundzic
Journal:  Parasitology       Date:  2019-06-20       Impact factor: 3.234

6.  Development of a workflow for identification of nuclear genotyping markers for Cyclospora cayetanensis.

Authors:  Katelyn A Houghton; Alexandre Lomsadze; Subin Park; Fernanda S Nascimento; Joel Barratt; Michael J Arrowood; Erik VanRoey; Eldin Talundzic; Mark Borodovsky; Yvonne Qvarnstrom
Journal:  Parasite       Date:  2020-04-10       Impact factor: 3.000

7.  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
Journal:  Gut Pathog       Date:  2018-04-10       Impact factor: 4.181

8.  Purification of Cyclospora cayetanensis oocysts obtained from human stool specimens for whole genome sequencing.

Authors:  Yvonne Qvarnstrom; Yuping Wei-Pridgeon; Erik Van Roey; Subin Park; Ganesh Srinivasamoorthy; Fernanda S Nascimento; Delynn M Moss; Eldin Talundzic; Michael J Arrowood
Journal:  Gut Pathog       Date:  2018-10-12       Impact factor: 4.181

9.  Evaluation of Multilocus Sequence Typing of Cyclospora cayetanensis based on microsatellite markers.

Authors:  Jessica N Hofstetter; Fernanda S Nascimento; Subin Park; Shannon Casillas; Barbara L Herwaldt; Michael J Arrowood; Yvonne Qvarnstrom
Journal:  Parasite       Date:  2019-01-31       Impact factor: 3.000

10.  Molecular typing of Cyclospora cayetanensis in produce and clinical samples using targeted enrichment of complete mitochondrial genomes and next-generation sequencing.

Authors:  Hediye Nese Cinar; Gopal Gopinath; Helen R Murphy; Sonia Almeria; Mauricio Durigan; Dajung Choi; AhYoung Jang; Eunje Kim; RaeYoung Kim; Seonju Choi; Jeongu Lee; Yurim Shin; Jieon Lee; Yvonne Qvarnstrom; Theresa K Benedict; Henry S Bishop; Alexandre da Silva
Journal:  Parasit Vectors       Date:  2020-03-06       Impact factor: 3.876

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