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Genomic studies on Strongyloides stercoralis in northern and western Thailand
Parasites & Vectors volume 13, Article number: 250 (2020)
Strongyloidiasis is a soil borne helminthiasis, which in most cases is caused by Strongyloides stercoralis. Human infections with S. fuelleborni fuelleborni and S. fuelleborni kellyi also occur. Although up to 370 million people are currently estimated to be infected with S. stercoralis, this parasite is frequently overlooked. Strongyloides stercoralis is prevalent among humans in Thailand; however, S. fuelleborni fuelleborni has also been reported. Three recent genomic studies of individual S. stercoralis worms found genetically diverse populations of S. stercoralis, with comparably low heterozygosity in Cambodia and Myanmar, and less diverse populations with high heterozygosity in Japan and southern China that presumably reproduce asexually.
We isolated individual Strongyloides spp. from different localities in northern and western Thailand and determined their nuclear small ribosomal subunit rDNA (18S rDNA, SSU), in particular the hypervariable regions I and IV (HVR-I and HVR-IV), mitochondrial cytochrome c oxidase subunit 1 (cox1) and for a subset whole genome sequences. These sequences were then compared with each other and with published sequences from different geographical locations.
All 237 worms isolated from 16 different human hosts were S. stercoralis, no S. fuelleborni was found. All worms had the common S. stercoralis SSU HVR IV haplotype A. Two different SSU HVR I haplotypes (I and II), both previously described in S. stercoralis, were found. No animal heterozygous for the two haplotypes was identified. Among the twelve cox1 haplotypes found, five had not been previously described. Based upon the mitochondrial cox1 and the nuclear whole genome sequences, S. stercoralis in Thailand was phylogenetically intermixed with the samples from other Southeast Asian countries and did not form its own branch. The genomic heterozygosity was even slightly lower than in the samples from the neighboring countries.
In our sample from humans, all Strongyloides spp. were S. stercoralis. The S. stercoralis from northern and western Thailand appear to be part of a diverse, intermixing continental Southeast Asian population. No obvious indication for genetic sub-structuring of S. stercoralis within Thailand or within the Southeast Asian peninsula was detected.
Strongyloidiasis is a soil-transmitted helminthiasis (STH) . Although it is recognized as one of the neglected tropical diseases (NTDs), it is often overlooked in comparison with other STHs and has therefore by some authors been considered as one of the most neglected NTDs [2,3,4]. Current estimates of the number of people currently infected with Strongyloides stercoralis, the species which causes the vast majority of human strongyloidiasis cases, range from “30–100 million” [1, 5] to “at least 370 million” . Given the difficulties with diagnosis, [1, 6,7,8] the true number may even be considerably higher. Human infections with two other species of Strongyloides, i.e. S. fuelleborni fuelleborni and S. fuelleborni kellyi, have also been reported . Although described as two subspecies of the species S. fuelleborni , molecular phylogeny suggests that they are in fact different species . While S. fuelleborni fuelleborni has been found on multiple continents and human infections are generally considered to be zoonotic from non-human primates, S. fuelleborni kellyi appears to be restricted to Papua New Guinea, and so far no animal host has been identified .
Over the past few years, the nuclear SSU HVR I, HVR IV and the mitochondrial cox1 loci have emerged as the standard markers for molecular taxonomy within the genus Strongyloides and within the species S. stercoralis [11,12,13,14,15,16,17,18,19,20,21], and a nomenclature system for the different haplotypes has been proposed and extended. Very recently Barratt et al.  compiled the different haplotypes reported by various authors and presented a global survey of S. stercoralis and S. fuelleborni genotypes including newly determined and previously published sequences. A few studies, all analyzing samples from East and Southeast Asia (specifically Cambodia, Myanmar, Japan and southern China), analyzed whole genome data from individual S. stercoralis worms in addition to the SSU and cox1 markers [16, 20, 23]. Based on the mitochondrial cox1 sequences, S. stercoralis in Southeast Asia appears to be very genetically diverse, belonging to a large geographically widespread population, as is illustrated by the fact that many worms isolated from Cambodia , Laos , Myanmar  or Thailand , appear more closely related to some individuals isolated on a different continent than to some other worms isolated from the same country or even the same village. Even if only worms isolated from humans are considered, S. stercoralis shows a considerable diversity in the SSU HVR I and IV, loci that in other nematodes appear to be fairly uniform within a given species [16, 18, 20, 24]. Interestingly, except for a presumably asexual population in southern China that might have arisen by a rather recent hybridization event , very few  or no [16, 24] individuals heterozygous for different SSU haplotypes were found. Nevertheless, whole genome data did not support the hypothesis that different SSU haplotypes represent reproductively isolated populations .
In Thailand, S. stercoralis is prevalent in several regions of the country and it is recognized as a serious medical problem. Recently, the prevalence of S. stercoralis infections in the northern, central, northeastern and southern regions were estimated at 0.9–15.9% [25, 26], 2.47% , 22.80–32.80% [28, 29] and 0.9–1.7% [30, 31], respectively. To our knowledge, there are two studies providing molecular information about human derived Strongyloides spp. from northeastern Thailand [19, 32]. One of these  studied people exposed to non-human primates in two provinces (Maha Sarakham and Udon Thani), and one worm from each positive patient was analyzed. Based on the SSU HVR IV the authors identified as S. fuelleborni fuelleborni one out of the 19 Strongyloides spp. worms isolated. Although this parasite is prevalent in long-tailed macaques in this country , this was the first report of a human S. fuelleborni fuelleborni infection in Thailand. The other 18 worms were identified as S. stercoralis. While all of them had the same SSU haplotype, namely HVR IV haplotype A (according to the nomenclature in [16, 22]), at the cox1 locus, the samples fell into 13 different haplotypes. More recently, the cox1 gene and the SSU HVR IV of individual Strongyloides isolated from humans and dogs in two villages of the Kalasin province were sequenced . The authors found that each of the 28 adult worms sequenced from humans (n = 23) and dogs (n = 5) possessed the SSU HVR IV haplotype A. At cox1, the sequences represented eight different haplotypes, of which four were new haplotypes, and found that dogs and humans shared the same haplotypes.
In this study we analyzed the SSU HVR I and IV, the cox1 and the whole genome sequences of Strongyloides spp. isolated from northern and western Thailand. All the Strongyloides specimens tested were S. stercoralis, confirming that human infections with S. fuelleborni fuelleborni are rare. All worms were phylogenetically very close to other samples from the Southeast Asian peninsula and provided no evidence for genetic sub-structuring within Thailand or on the Southeast Asian peninsula. Similar to other samples from this region, these new samples from Thailand showed low heterozygosity, when compared with samples recently described from Japan and southern China [20, 23], further supporting the hypothesis that S. stercoralis on the Southeast Asian peninsula form one intermixing population.
Collection of S. stercoralis
Fresh fecal samples were collected from residents living in the Chiang Mai and Lamphun provinces in northern Thailand and were examined for S. stercoralis infections by using modified kato-katz technique , and the modified Baermann technique [21, 35]. In addition, 12 S. stercoralis positive samples of patients living in four provinces in northern Thailand (Chiang Mai, Lamphun, Lampang and Mae Hong Son) and one province (Tak) in western Thailand were included in this study. All patients had visited the Maharaj Nakhon Chiang Mai Hospital between June and November 2018. Fecal samples were examined by the direct fecal smear technique  at the laboratory of the Department of Parasitology, Faculty of Medicine, Chiang Mai University. To isolate the worms, the samples were cultured by the Harada-Mori technique  at ambient temperature for 48–72 h; 95% ethanol was added to the cultured samples and they were centrifuged at 1500 rpm for 5 min. After removing the ethanol, worm pellets were transferred and preserved in 95% ethanol at − 20 °C until molecular analysis. The worms were preserved in ethanol as batches (one batch per patient), and later picked individually into 10 μl of water and frozen, as described by Zhou et al. .
Worm lysis, SSU and cox1 genotyping
Genotyping at the SSU HVR I, HVR IV and the cox1 loci were performed as described by Zhou et al. . In brief, worms [first-stage larvae (L1s) for field samples and infective third-stage larvae (iL3s) for clinical samples] stored in 10 μl water were frozen and thawed 3 times. Ten microliters of 2× lysis buffer (20 mM Tris-HCl pH 8.3, 100 mM KCl, 5 mM MgCl2, 0.9% NP-40, 0.9% Tween 20, 240 μg/ml Proteinase K) were added and the samples incubated at 65 °C for 2 h. The worm lysate was then either used directly for genotyping or stored at − 20 °C. Using 2.5 μl of worm lysate as a template, PCR amplification of SSU HVR-I, SSU HVR-IV and cox1 with Taq DNA polymerase (Cat. # M0267; New England BioLabs, Ipswich, USA) was carried out according to the manufacturer’s protocol. The PCR cycling program was as follows: an initial denaturation step at 95 °C for 60 s; followed by 40 cycles of denaturation at 95 °C for 20 s, annealing for 15 s and extension at 68° C for 90 s; followed by a final extension step at 68 °C for 5 min. The primers and the respective annealing temperatures are listed in Table 1.
The SSU and cox1 sequences were analyzed with SeqMan Pro version 12 (Lasergene package; DNAStar, Inc., Madison, WI, USA) and checked manually. For S. stercoralis cox1, the same 552-bp product as described in  was considered. The cox1 sequences were aligned and phylogenetic analysis was performed as described previously  with MEGA7  using ClaustalW for alignment and the neighbor-joining (NJ) and the maximum-likelihood (ML) methods for tree reconstruction, with default settings. The sequence of Necator americanus (GenBank: AJ417719) was used as the outgroup. For comparison, selected published cox1 sequences were also included in the analysis. The corresponding accession numbers and references are listed in the respective figure.
Whole genome sequencing of individual S. stercoralis
Genomic libraries of 15 S. stercoralis (5 first stage larvae, 10 infective larvae) were prepared following the method described previously . In brief, genomic DNA was cleaned up by mixing 20 μl worm lysate with 4 μl magnetic SpeedBeadsTM (Sigma-Aldrich, St. Louis, USA) and 16 μl bead buffer (18% PEG8000, 2.5 M NaCl, 10 mM Tris-HCl pH 8.0, 1 mM EDTA pH 8.0). After DNA clean-up, the DNA was tagmented by mixing 7 μl DNA with 2 μl H2O, 2 μl 5× TAPS-DMF buffer (50 mM TAPS, 25 mM MgCl2, 50% DMF), and 1 μl Tn5 (purchased from Illumina (San Diego, USA) and diluted 1:100 in dialysis buffer -100 mM HEPES-KOH pH 7.2, 0.2 M NaCl, 0.2 mM EDTA, 0.2% Triton X-100, 20% glycerol). PCR amplification, adapter extension and barcoding were performed by adding 5 μl 5× Q5 reaction buffer, 1 μl 10 mM each dNTPs, 1 μl each of 5 μM Nextera i5 and i7 primer, 0.25 μl Q5 high-fidelity DNA polymerase (Cat. # M0491S; New England BioLabs, Ipswich, USA) and 19.75 μl H2O to the mixture, followed by the thermocycling program: 72 °C for 4 min, 98 °C for 30 s; followed by 17–18 cycles of denaturation at 98 °C for 15 s, annealing at 67 °C for 20 s, extension at 72 °C for 90 s and cooling to 4 °C. The 300–600 bp fragments of PCR products were selected with beads. Libraries were quantified on an Agilent 2100 Bioanalyzer and then sequenced on a Illumina HiSeq 3000 instrument (150-bp paired-end) at the Genome Core facility at the MPI for Developmental Biology (Tübingen, Germany). As part of their service, sequencing adapter sequences were removed by the Genome Core facility staff using the bcl2fastq software (version 18.104.22.168) with user defined parameter barcode-mismatches set to 1. No additional quality filtering was applied. Potential duplicate reads resulting from PCR amplification were removed by the software samtools-rmdup.
Analysis of the whole genome data
Raw reads were mapped to the S. stercoralis reference genome (version PRJEB528.WBPS11 from WormBase ParaSite) using bwa mem with default settings . Additional file 1: Table S1 shows an overview of sequencing and alignment steps. In addition to the 15 individual S. stercoralis sequenced in this study, we also included the published whole genome sequences of selected wild isolates from China , Cambodia , Myanmar and Japan [18, 23] for comparison. To date, these are the only 4 countries from where the whole genomic sequences of individual wild-collected S. stercoralis have been published. Details of sample selection: for Cambodia, Myanmar and Japan, we have selected the same samples (3 and 4, respectively) as included in ; for China, we selected only 1 sample, namely the one with the lowest genomic heterozygosity. Since only the homozygous variants were used for the phylogenetic analysis, including more samples with high heterozygosity would have resulted in a large decrease of the number of informative sites.
Variants deviating from the S. stercoralis reference genome were called as described previously . In brief, raw variants were called using the mpileup, bcftools, and vcfutils.pl programs of the samtools suite (version 0.1.18)  and filtered for variants with quality values ≥ 20. These variant calls integrate information such as base quality, coverage, and alignment quality. The accuracy of this procedure was previously assessed by comparison with whole genome Sanger sequencing data yielding an agreement of 98% . For analysis of population structure, all variant sites were pooled and called in all samples in order to get the full genotypic data including reference alleles.
The genome-wide phylogeny was computed by the neighbor-joining method as implemented in the phangorn package in R  and is based on 1315 variant sites (sites with indels in any of the samples were ignored) that were called as homozygous in all samples (see [38, 41] for further details).
To estimate heterozygosity, we defined heterozygous sites based on a positive FQ value and a quality value ≥ 20 in the vcf file that was generated by samtools, we then divided the number of heterozygous sites by the total amount of autosomal and sex chromosomal contigs in the S. stercoralis assembly. Only samples comprising > 80% of genomic regions with at least 15× depth were included.
Results and discussion
Phylogenetic position of the new samples based on the SSU and cox1
First, we determined the SSU HVR I, HVR IV and cox1 sequences of the newly isolated samples from northern and western Thailand and compared them with each other and with previously published sequences. All worms had SSU HVR IV haplotype A (nomenclature as proposed by [16, 22]), indicating that they all were S. stercoralis and not S. fuelleborni. Among the 144 worms representing 16 different persons (1–15 worms per host individual), we found two different HVR I haplotypes (Table 2), namely haplotype I, which was proposed to be the ancestral haplotype  and haplotype II, which was the most common haplotype among S. stercoralis from humans in northern Cambodia [16, 24]. Similarly, haplotype II was the predominant haplotype (138 of 144 worms) in this study. Haplotype I was found in only 2 of the 16 patients, and within these patients, in 6 out of 9 worms.
Partial sequences (552 bp) of the mitochondrial cox1 gene were obtained from 237 S. stercoralis, representing all four positive human hosts in the village and twelve of the patients from a local hospital. In total, 12 haplotypes were identified in this study. Five of these haplotypes (H1-H5) had not been reported before in S. stercoralis, three haplotypes (H6, H7, H11) have been observed before but not in Thailand and the remaining four haplotypes have been observed in S. stercoralis in Thailand (Table 2). Interestingly, all six worms with SSU HVR haplotype I shared the same cox1 haplotype (H9). To examine the phylogenetic relationships, we reconstructed neighbor-joining and maximum-likelihood trees with our data and selected published cox1 sequences  (Fig. 1). Our cox1 haplotypes distributed among the ones found in Southeast Asian countries (Thailand, Laos, Myanmar and Cambodia) and did not group into different clades according to their country of origin.
Whole genome analysis
For 15 worms from northern Thailand, we determined the genome sequences and compared them to the published data (Fig. 2). First, we conducted a phylogenetic analysis based on the whole genome sequences. In full agreement with the mitochondrial cox1 data, the worms from Thailand grouped clearly with the other worms from the Southeast Asian peninsula without forming their own subgroup. In two cases, we sequenced worms from the same patient but found a different SSU HVR I haplotype (haplotypes I and II). In one of these cases (patient S19), the genomes of the two worms were almost identical, suggesting that these two worms must have been very closely related. However, in the other case (patient S12), the two worms were comparably far apart, with the worm that had the common SSU HVR I haplotype II (S12_14) being removed from all the others, while the other with the comparatively rare SSU HVR I haplotype I (S12_11), grouping very closely with other samples. This result represents additional very strong evidence that the different SSU HVR I haplotypes do not represent reproductively isolated populations [16, 20]. As an additional genomic feature, we studied the heterozygosity of the individual worms, because previous studies had found differences in heterozygosity between samples from the Southeast Asian peninsula and populations in Japan  and southern China , which presumably reproduce largely or exclusively asexually (Fig. 3). We found that the new samples from Thailand clustered with the other samples from the Southeast Asian peninsula, generally towards the lower end of this group, particularly in respect to the heterozygosity on the X-chromosome.
Similar to an earlier study in Cambodia , we found that different SSU HVR I haplotypes were not indicative for genetic isolation as judged by whole genome sequencing. This leaves open the question, as to why, as in Cambodia, we did not find individuals heterozygous for different SSU HVR I haplotypes. Based on nuclear SSU, mitochondrial cox1 and whole genome sequence information, S. stercoralis in northern and western Thailand appear to be part of a genetically diverse continental Southeast Asian population. This is in contrast to two presumably genetically more isolated local populations recently described in Japan [18, 23] and southern China  and rather suggests strong mixing of S. stercoralis over the entire mainland Southeast Asian region.
Availability of data and materials
The cox1 DNA sequences obtained in this study are available under the GenBank accession numbers MN871994-MN872230. The whole genome sequencing data are available under the GenBank SRA accession number PRJNA602131. All other relevant data is within the manuscript and its additional file.
hypervariable region (within the SSU)
infective third stage larva
neglected tropical disease
- SSU :
small ribosomal subunit rDNA (encodes the 18S ribosomal RNA
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We thank Dorothee Harbecke and the Max Planck Institute for Developmental Biology genome center and its staff for excellent technical support. We thank Alex Dulovic for critically reading the manuscript and language editing.
This work was funded by grants from the Royal Golden Jubilee (RGJ) PhD Programme (grant number PHD/0094/2559) under the Thailand Research Fund to KA and ASa, the Distinguished Research Professor Grant Thailand Research Fund (grant number DPG6280002) and Khon Kaen University Grant to Wanchai Maleewong (sub-project to ASa), and by the Max-Planck-Society (departmental core budget to ASt). The funders had no influence on the design of the study, the data collection, analysis and interpretation or writing of the manuscript.
Ethics approval and consent to participate
The protocol for S. stercoralis collection from participants was conducted with the approval of the research ethics committee of Faculty of Medicine, Chiang Mai University (No. exemption-6815/2019).
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The authors declare that they have no competing interests.
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Overview of sequencing data. The first two columns denote sample names and accessions in the European Nucleotide Archive. The third column indicates the total number of raw reads (paired end reads are counted as two reads). The fourth column indicates the number of aligned reads. The numbers of aligned may vary substantially due to different levels of contamination by bacteria and host tissue.
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Aupalee, K., Wijit, A., Singphai, K. et al. Genomic studies on Strongyloides stercoralis in northern and western Thailand. Parasites Vectors 13, 250 (2020). https://doi.org/10.1186/s13071-020-04115-0
- Strongyloides stercoralis
- Neglected tropical disease