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. 2024 Feb 28;20(2):e1011992. doi: 10.1371/journal.ppat.1011992

Genomic and virulence analysis of in vitro cultured Cryptosporidium parvum

Nigel Yarlett 1,2,*,#, Mary Morada 2, Deborah A Schaefer 3, Kevin Ackman 3, Elizabeth Carranza 3, Rodrigo de Paula Baptista 4,5,¤, Michael W Riggs 3, Jessica C Kissinger 4,5,6,#
Editor: Ana Maria Cevallos7
PMCID: PMC10927135  PMID: 38416794

Abstract

Recent advances in the in vitro cultivation of Cryptosporidium parvum using hollow fiber bioreactor technology (HFB) have permitted continuous growth of parasites that complete all life cycle stages. The method provides access to all stages of the parasite and provides a method for non-animal production of oocysts for use in clinical trials. Here we examined the effect of long-term (>20 months) in vitro culture on virulence-factors, genome conservation, and in vivo pathogenicity of the host by in vitro cultured parasites. We find low-level sequence variation that is consistent with that observed in calf-passaged parasites. Further using a calf model infection, oocysts obtained from the HFB caused diarrhea of the same volume, duration and oocyst shedding intensity as in vivo passaged parasites.

Author summary

Cryptosporidium parvum and C. hominis are waterborne parasites that are the second to third leading cause of diarrheal disease, and a major contributor to childhood deaths worldwide. Traditionally these intestinal parasites have proven difficult to culture for more than 2–3 days, which hampers long term in vitro studies. We reasoned that cultures of intestinal epithelial cells as monolayers in static plates results in the production of unpolarized epithelial cells. Utilizing hollow fiber technology, we have developed a method for producing intestinal epithelial cell growth that simulates the body resulting in polarized intestinal epithelial cells that have basal and apical surfaces, tight junctions, and develop functional villi. Using this system, we have maintained in vitro cultures of C. parvum that produce all life cycle stages for 20 months. Long-term in vitro culture of parasites often results in the development of a phenotype that is no longer pathogenic to the host; In this publication we show that using a calf model C. parvum BGF-T20HF after 20 months of in vitro culture was unchanged with respect to diarrhea output, parasite load, and clinical scores from the isolate used to initiate the culture (BGF-T0). In addition, we can show that the genome of the cultured parasites (BGF-T20HF) has undergone a similar genomic drift as the parent isolate (BGF-T0) used to start the inoculum that had been maintained by passage through fetal calves. Collectively the data supports the use of the in vitro cultured isolate, BGF-T20HF, for human trials, and provides a long-term model for the development of novel chemotherapeutic drugs to treat this disease.

Introduction

Diarrheal disease is a major cause of worldwide morbidity and mortality, particularly amongst children and immunocompromised individuals. Childhood diarrhea alone is estimated to be responsible for 800,000 deaths annually [1]. Data obtained by the global enteric multicenter study [2] demonstrate that most cases can be attributed to rotavirus, Cryptosporidium sp, Enterotoxigenic Escherichia coli, or Shigella. Cryptosporidium parvum and C. hominis are the causative agents of human cryptosporidiosis, a moderate-to-severe diarrheal disease (MSD), that was reported to be the second to third leading cause of diarrheal disease in under 23-month-old pediatric cases in low socio-economic areas, where it is estimated to result in 7.6 million cases and 202,000 deaths annually [3]. In contrast to higher socio-economic areas, those with low-economic resources had a high incidence of pediatric deaths due to contaminated drinking water supplies resulting from unsanitary conditions and lack of suitable water purification systems [1]. Whereas in higher socio-economic areas, outbreaks of cryptosporidiosis are commonly associated with recreational water supplies such as swimming pools, water parks, hot tubs, and spas. Death results from severe dehydration, and survivors often have long term effects resulting in malnutrition, stunted growth, and cognitive impairment [4]. Current recommended therapy for the disease is nitazoxanide, which is not approved for use in children under 12 months of age, which is the population most vulnerable to the effects of cryptosporidiosis [5]. Advances in the molecular biology and in vitro culture of the parasite [611] have provided an impetus to the drug discovery platform resulting in several promising leads [1215]. The inability to obtain a complete sexual life cycle of the parasite during in vitro growth has hindered biochemical and molecular studies. Conventional 2D cultures do not provide the structural or environmental requirements to permit continuous growth of the parasite and results in asexual reproduction that fails to perpetuate the infection beyond 2–3 days [11]. The use of the hollow fiber bioreactor (HFB) facilitates the creation of a three-dimensional culture system, where the basal surface of the intestinal epithelial cells are attached to the outer surface of the porous hollow fibers thus permitting access to nutrients and oxygen flowing inside the fibers or the intracapillary space (ICS), and the apical surface of the epithelial cells differentiate to form a multilayered polarized surface on the outside of the fibers or the extra-capillary space (ECS). Using this method, we have developed a nutrient rich, low redox ECS medium that replicates the lumen of the gut allowing C. parvum to be maintained in continuous in vitro culture for >20 months, during which time oocysts were transferred to secondary and tertiary HFB where they continued to grow. We have previously shown that oocysts from the HFB were infective in vivo using several mouse models [16]. However, the C. parvum mouse model provides limited information on the pathology of the infection, as the mouse model fails to develop diarrhea, hence the severity of the mouse model infection is based upon reduced weight gain compared to control mice, and numbers of oocysts shed. The ability of the HFB to generate large numbers (5 x 107/mL) of axenic oocysts that do not require chlorination or treatment with strong oxidizing agents is an advantage for biochemical and medical studies using oocysts. However, in vitro cultivation of cells involves an adaptation process that can result in a population of parasites exhibiting significant differences to the original wild-type inoculum [17]. These adaptive responses can negatively impact virulence factors and result in significantly reduced infections in animal models particularly after long term in vitro culture [1820]. Additionally, many studies have observed that in vitro cultured parasites lose virulence factors and have limited use as models of infection [17]. Hence it was the goal of this study to evaluate C. parvum oocysts generated by the HFB in vitro culture method for potential changes in their repertoire of genes, the presence of insertions and deletions (InDels), and changes in Single Nucleotide Variants (SNV’s). We also compared the clinical outcome of HFB in vitro cultured oocysts with those obtained from calf-passaged oocysts in the calf model [21], which together with the gnotobiotic piglet model [22] are the primary models demonstrating clinical symptoms including significant and sustained diarrhea due to cryptosporidiosis.

Materials and methods

Ethics statement

All in vivo studies were carried out in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health [23]. The calf model protocol (09–120) was approved by the Institutional Animal Care and Use Committee of the University of Arizona, Tucson, AZ (Animal Welfare Assurance number A-3248-01). Calf studies were performed in compliance with guidelines in the Animal Welfare Act and Guide for the Care and Use of Agricultural Animals in Research and Teaching [24]. The animal biosafety level 2 (ABSL-2) facilities used were fully accredited by the American Association for Laboratory Animal Care. All efforts were made to minimize suffering of animals employed in these studies.

Origin of C. parvum IOWA isolates used in this study

BGF-T0 was purchased from Bunch Grass Farms in March 2016 and sequenced at the Beijing Genomics Institute (BGI). BGF- 2017 was purchased from Bunch Grass Farms and sequenced by the GGBC at the University of Georgia. BGF-T20HF–Originated from BGF-T0 following 20 months of continuous culture in the HFB and was sequenced by BGI. IOWA-ATCC–Genomic DNA was ordered from ATCC (catalog number ATCCPRA-67DQ) and sequenced at the Wellcome Sanger Institute (WSI) as in [25]. IOWA-2017 was produced at the Cryptosporidium Production Lab (University of Arizona).

Hollow fiber culture of C. parvum

C. parvum was cultured using a hollow fiber bioreactor [8] containing a 20 kD MW cut off polysulfone fiber cartridge (FiberCell Systems, Frederick, MD). HCT-8 cells were grown on the extra capillary surface of the fibers, and nutrients provided to the basal cell surface from the intracapillary space which contained minimum essential media plus 10% horse serum (MEM + 10% HS) and the following supplements: 0.058 g/L heparin, 0.29g/L L-glutamine, 23.8 g/L HEPES pH 7.8, 4.5 g/L D-glucose, 0.035 g/L ascorbic acid, 0.04 g/L p-aminobenzoic acid, 0.02 Ca pantothenate, 0.001 folic acid. The intracapillary space medium was pumped at 2.5 mL/min from a 1L reservoir. The extra capillary space contained the following supplements dissolved in MEM + 10% HS: 135 mg/L taurodeoxycholate, 4.5 mg/L thioglycolic acid, 49.5 mg/L mannitol, 3.0 mg/L each of glutathione, taurine, betaine, and cysteine, plus 1.34 mg/mL oleic acid, and 3.6 mg/L cholesterol. When the glucose concentration of the intracapillary space dropped to 50% (2.25 g/L) in 24 h, 106 C. parvum oocysts were inoculated into the extra capillary space as previously described [16].

C. parvum Enumeration

Samples (2 mL) were removed from the HFB and total RNA was isolated from pellets obtained by centrifugation at 6449 x g for 5 min (Beckman-Coulter, Indianapolis, IN, USA) using iScript RT-qPCR sample preparation kit (Bio-Rad Labs, Hercules, CA, USA) as previously described [8]. Total RNA was obtained using RNeasy (Qiagen Inc, Valencia, CA, USA) and quantitated using a Qubit 3.0 fluorometer (Life Technologies, Thermo-Fisher Scientific Inc., Waltham, MA, USA). C. parvum 18S rRNA was amplified by qRT-PCR using an iScript One-Step qRT-PCR kit with SYBR green (Bio-Rad Labs) containing specific primers for C. parvum 18S-rRNA (Cp18S-995F: 5′-TAGAGATTGGAGGTTCCT-3′ and Cp18S-1206R: 5′-CTCCACCAACTAAGAACGCC-3′). Total RNA, reagents and primers were incubated at 48°C for 30 min, followed by 95°C for 10 min, and subjected to 40 cycles of 95°C for 15 s and 60°C for 1 min. A melting curve was performed by heating to 95°C for 15 s, followed by 60°C for 15 s and 95°C for 15 s, using a Quant Studio 6 flex Real-Time PCR system (Life Technologies, Thermo-Fisher Scientific Inc, Waltham, MA, USA). Oocyst standards of 105, 106, and 107 oocysts were included, and parasite numbers were evaluated from a graph of the log C. parvum oocysts versus CT for the parasite SSU rRNA [25]. This method was selected since RNA has a turnover time of hours compared to DNA and hence is a better indication that we are enumerating live parasites. For genomic and calf-model infections oocysts were purified using Dynabeads anti-Cryptosporidium (Thermo Fisher Scientific, Waltham, MA) as described using the manufacturers’ instructions.

Fluorescent labelled antibody staining

Oocysts and motile stages from the HFB were observed using antibody-specific fluorescent dye conjugates. Briefly, 1 mL sample from the HFB was centrifuged at 16,162 x g for 1 min (Sorvall Biofuge Fresco, Thermo Fisher Scientific) and the pellet resuspended in 100 μL PBS. Oocysts were stained using 25 μL each of an FITC labelled mouse monoclonal antibody to C. parvum oocyst surface proteins (Crypt-a-Glo, Waterborne Inc., New Orleans LA, USA) and a fluoresceien-labelled polyclonal antibody (Sporo-Glo, Waterborne Inc., New Orleans, LA, USA) to motile stages, for 30 min in the dark, washed twice with PBS and examined using a fluorescence microscope (Nikon Eclipse Ts2R inverted fluorescence microscope) with an excitation wavelength of 410–485 nm and an emission wavelength 515 nm (Crypt-a-Glo), or an excitation wavelength of 535–550 nm, and an emission wavelength 580 nm (Sporo-Glo).

Sequencing protocol

BGF-T0 was acquired from Bunch Grass Farms in March 2016 and underwent sequencing at the Beijing Genomics Institute (BGI) using their BGISEQ DNBSEQ-G400 short-read paired-end sequencing platform. BGF-2017, obtained from Bunch Grass Farms, was subjected to pair-end short-read sequencing by the GGBC at the University of Georgia, employing the Illumina MiSeq sequencer. BGF-T20HF, originating from BGF-T0 through 20 months of continuous cultivation in the HFB, was also sequenced at BGI using the same short-read platform as BGF-T0. For IOWA-ATCC, genomic DNA was procured from ATCC (catalog number ATCCPRA-67DQ) and subsequently sequenced at the Wellcome Sanger Institute (WSI) as described in reference [22]. The production of IOWA-2017 took place at the Cryptosporidium Production Lab (University of Arizona). The mean coverage levels for BGF-T0, BGF-T20F, and BGF-2017 were determined to be 1421x, 60x, and 237x, respectively.

Variant call analysis

Illumina short-read sequences from (BGF-T0, BGF-T20HF and BGF-2017) were aligned to C. parvum IOWA-ATCC v50 [25] available at CryptoDB.org [26] with the addition of three extra sub-telomeric regions for chromosomes 7 and 8 (GenBank Accessions:MZ892386-8) using BWA-mem v0.7.17 [27]. The alignments were then submitted to Picard Toolkit v2.16.0 [28] to parse these alignments and remove duplicates. The genome analysis Tool Kit v4 (GATK4) [29] Haplotype Caller was used to call variants. All variants were filtered using GATK Variant Filtration with the following parameters: phred quality > 30, depth > 10, mapping quality > 40 and fisher statistics < 60.0. The final filtered variant call file (vcf) was then annotated using SNPeff v5.1 [30] using the C. parvum IOWA-ATCC v50 genome annotation as a custom database.

Comparative sequence analysis

All annotated vcf files were submitted to SnpSift extractFields v5.1 [31] to generate variant tables. They were then compared using BedTools v2.29.2 [32] intersect and subtract to identify the shared and unique variants for each sample. Plots were generated using Venny v2.1 [33].

Specific Gene alignments

To generate gene sequences for each isolate, we used a de novo assembly approach using SPAdes v3.15 [34], followed by a reference guided scaffolding approach using Ragtag v2.1 [35], and annotation transfer using Liftoff v1.6.1 [36]. Protein sequences were generated using AGAT v0.4.0 [37] and aligned using MAFFT v7 [38]. To determine if the called variants were affecting protein domains, all target genes were submitted to InterProScan v5 [39].

Calf model infection

A total of 9 calves (3 per group) were obtained from the same United States Department of Agriculture (USDA)-licensed closed-herd dairy vendor [21]. Calves were fed commercial colostrum replacer within 2 h after birth (bovine IgG colostrum replacement; Land O’Lakes, Shoreview, MN) per label instructions. Triplicates were randomly assigned using the Microsoft Excel random number generation tool (Redmond, WA) to be infected with BGF-T20HF (oocysts collected from the HFB culture), BGF-2017 (a recent sample obtained from Bunch Grass Farms), and IOWA-2017 (the parent isolate for BGF routinely calf passaged at the University of Arizona (Fig 1B). Experimental personnel were blind to isolate assignments during the study. All calves were housed in an ABSL-2 facility in separate containment rooms. Precautions and disinfection measures were taken for the deliveries and housing of these calves to prevent unintended Cryptosporidium or other enteropathogen infection. The calves were fed antibiotic-free milk replacer (Nutrena Snowflakes calf milk II-Utiliz milk replacer; Cargill Animal Nutrition, Minneapolis, MN) twice daily from 12 h of age until termination of the experiment at day 10 postinfection (PI). An oral electrolyte solution (Re-Sorb; Pfizer) was supplemented once diarrhea developed in an animal. At 36 to 48 h of age (study day 0), each calf was infected by oral inoculation of 5 × 107 purified disinfected C. parvum oocysts (BGF-T20HF, BGF-2017, and IOWA-2017). Stool samples were collected every 24 h starting on study day 3 PI. The total volume of feces excreted for successive 24-h collections was recorded. Total daily oocyst counts for each calf were determined as previously described [40]. Briefly, qPCR was used to quantify C. parvum oocysts from feces collected over successive 24-h periods which had been well mixed using a commercial blender to ensure sample uniformity. Calves were also assigned numerical scores for the following variables twice daily: clinical symptoms, general health (willingness to rise, stance, rectal temperature, appetite and food intake, attitude, and hydration status), presence or absence of diarrhea, and fecal consistency [41]. All calves were euthanized on study day 10 PI.

Fig 1. Diagramatic section through the hollow fiber bioreactor.

Fig 1

The cartridge contains a series of hollow fibers through which the host cell growth media, MEM plus supplements and 10% horse serum is pumped through the intracapillary space (ICS). The extracapillary space (ECS) contains the host epithelial cells (HCT-8) that attach to and grow around the outside of the fibers forming a 3D matrix that receives nutrients from the basal surface. C. parvum is inoculated into the ECS after the host cell 3D layer has developed as determined by a drop in the ICS glucose concentration of 50% or more in 24h. C. parvum sporozoites attach to the apical surface of the host epithelial cells as they do in the intestinal tract. (A) Diagrammatic section through the HFB showing the extracapillary space (ECS) and host cells growing around the intracapillary space (ICS). (B) C. parvum oocysts from the HFB stained with Crypt-a-Glo. (C) Sporo-Glo stained merozoites and sporozoites from the HFB. (D) Electron microscope image of the HCT-8 cells grown on the fibers showing the presence of microvilli; obtained by sectioning a 3-month cartridge. (E) Growth of C. parvum based upon qRT-PCR of samples collected from the HFB during the 20-month culture period as described in the methods. (F) Typical CT plot used to quantitate C. parvum growth.

Results

Cryptosporidium parvum culture

In vitro cultures of C. parvum (IOWA isolate) were generated using an inoculum of 106 oocysts supplied by Bunch Grass Farms (BGF-T0) and maintained for 20 months using the HFB culture method [8,16] (Fig 1). The culture produced approximately 107−108 oocysts/mL when sampled every 7–10 days (HFB produced oocysts are referred to as BGF-T20HF; Fig 2).

Fig 2. Strain passage and designation diagram.

Fig 2

Cryptosporidium parvum IOWA oocysts, designated, BGF-T0 were purchased from Bunch Grass Farms in March 2016 and sequenced by BGI. C. parvum IOWA oocysts designated BGF- 2017 were purchased from Bunch Grass Farms and sequenced by the GGBC at the University of Georgia. BGF-T20HF–Originated from BGF-T0 following 20 months of continuous culture in the HFB and sequenced at BGI. IOWA-ATCC–Genomic DNA was ordered from ATCC (catalog number ATCCPRA-67DQ) and sequenced at the WSI as in (20). IOWA-2017 was produced at the Cryptosporidium Production Lab (University of Arizona).

Calf infections

Infectivity and clinical scores from the calf clinical model for cryptosporidiosis were obtained for the C. parvum isolate after 20 months of continuous culture in the HFB (BGF-T20HF) and compared with calf-passaged isolates from the same supply BGF-2017 in addition to C. parvum IOWA-2017, which was maintained at the University of Arizona (Table A in S1 Table). Infectivity and clinical scores were obtained from days 3–10 PI (Fig 3A–3F) in triplicate calf infections. One of the BGF-T20HF oocyst samples used resulted in delayed onset of diarrhea which is responsible for the large SD bars for the average daily fecal volume graph (Fig 3A); however, the sum of the total fecal volumes for each group showed no significant differences (Fig 3B). The daily oocyst shedding by calves infected with BGF-T20HF, BGF-2017 and IOWA-2017 were determined daily from 3–10 days PI (Fig 3C). The statistical difference in the number of oocysts shed in the different infected groups was subjected to Kruskal Wallis analysis which indicated the p-value (0.13) was greater than the significance level (α = 0.05), hence the difference between the mean ranks of all groups was not big enough to be statistically different. This conclusion was supported by the test statistic (H = 4.0808) which is in the 95% region of acceptance [0, 5.9915] supporting the conclusion that there is no significant difference between the mean ranks of any pair (Fig 3C). This conclusion was supported using Mann Whitney analysis of the average total oocysts shed for BGF-T20HF compared to BGF-2017 using a 1 tail test with a p of 0.01 resulted in a U value of 18 (critical value of U at p <0.01 is 9), and a z-score of -1.41778 (p value is 0.0778) indicating there was no significant difference between the data obtained for BGF-T20HF and BGF-2017. Mann Whitney analysis of BGF-T20HF compared to IOWA-2017 confirmed the lack of statistical difference between the hollow fiber cultured oocysts and animal passaged oocysts, resulting in a U value of 19 and a z-score of -1.31276. Fecal consistency was scored from 1–4 (Fig 3D) with higher scores representative of more fluid feces (four being the highest score and one the lowest). One calf infected with the BGF-T20HF oocysts had delayed onset diarrhea causing the dip at day 4 PI which resulted in the differences observed between BGF-T20HF and IOWA-2017 at days 6 and 7 PI.

Fig 3. Infectivity and clinical scores for C. parvum isolates BGF-T20HF, compared with calf-passaged isolates BGF-2017 and IOWA-2017.

Fig 3

(A) Average daily fecal volume per calf ± SD of the number of calves in parenthesis BGF-T20HF (4), BGF-2017 (4), IOWA-2017 (5). One HFB (hollow fiber bioreactor derived oocysts) calf was delayed in onset of diarrhea, hence reason for high SDs. (B) Average total fecal volume per calf ± SD of the number of calves in parenthesis BGF-T20HF (4), BGF-2017 (4), IOWA-2017 (5). (C) Daily oocyst numbers shed by BGF-T20HF, BGF-2017, and IOWA-2017. The hollow fiber cultured isolate BGF-T20HF had a similar shedding profile to the parent isolate, BGF-2017 from days 3–10. Non-parametric statistical analysis by the Kruskal-Wallis H-test revealed that there were no significant differences between the groups. (D) Fecal consistency BGF-2017, BGF-T20HF, and IOWA-2017. (E) Daily clinical evaluation. Lower score values indicate healthier calves. Onset of diarrhea was delayed in one BGF-T20HF infected calf. (F) Clinical evaluation score means.

Daily clinical evaluation scores (lower score values indicate healthier calves) of infected versus control calves was performed and the means for each group of 3 calves determined which revealed that BGF-T20HF and the parent isolate BGF-2017 did not statistically differ (Fig 3E). Further, the average of the total clinical evaluation scores for days 3–10 PI indicate no statistical differences between all isolates used in the study (Fig 3F). Cumulatively, the results obtained from the in vivo data indicate there is no changes in the infection sequelae of the HFB cultured parasites, BGF-T20HF, in the calf model after 20 months of continuous in vitro growth.

Genome sequence data

Genome sequences were generated at BGI from ~1 μg of DNA using the 20-month HFB in vitro cultured parasites (BGF-T20HF) and 1μg of DNA from the parental BGF-T0 used to initiate the HFB culture. The generated sequences were then compared to a new genome sequence assembly designated C. parvum IOWA-ATCC [23] in conjunction with a genome sequence for BGF-2017 (supplied by Boris Striepen). Genome-wide, comparison of variants revealed that BGF-T20HF contains less variation overall, except for synonymous substitutions (Table 1 and Fig 4A). Analysis of deletion (D) and insertion (I) events revealed (44 D, 38 I) for the parental BGF-T0, (25 D, 21 I) for BGF-T20HF, and (62 D, 29 I) for BGF-2017 relative to the C. parvum IOWA-ATCC genome sequence (Table B in S1 Table). BGF-T20HF did not show copy number variation of genes or genome segments when compared to BGF-T0 (S1 Fig). Comparative analyses of the coding regions (CDSs) from these 4 genome sequences revealed that BGF-T0, BGF-T20HF and BGF-2017 contain 7, 10 and 1 synonymous (S) and 20, 12 and 5 non-synonymous (N) substitutions respectively, relative to C. parvum IOWA-ATCC (Table 1). Surprisingly, more non-synonymous substitutions are observed in all strains. Overall, sequence analysis indicates a less diverse population and only minor differences in variation between BGF-T20HF relative to parasites passaged in calves (BGF-T0, BGF-2017, IOWA-ATCC) (Tables 1 and B-E in S1 Table).

Table 1. Classification of the variant effects observed* in all BGF samples when compared to C. parvum IOWA-ATCC.

Variant effect BGF-T0 BGF-T20HF BGF-2017
3′ UTR variant 1 0 0
5′ UTR variant 1 1 2
Conservative in-frame deletion 2 1 2
Conservative in-frame insertion 5 1 2
Disruptive in-frame deletion 6 3 11
Disruptive in-frame insertion 1 2 0
Downstream gene variant 15 7 10
Frameshift variant 10 2 10
Frameshift variant & stop gained 1 1 1
Non-synonymous variant 20 12 5
Splice donor variant & intron variant 1 1 1
Splice region variant & intron variant 2 0 2
Synonymous variant 7 10 1
Upstream gene variant 50 43 64
Total number of variants 122 84 111

*Tables B-D in S1 Table

Fig 4. Venn diagram of observed Genome-wide variation found.

Fig 4

(A) All called variants; and (B) Moderate to high-impact variants found in protein coding regions. Data are located in Tables E and F in S1 Table.

When examining CDSs, low levels of variation are detected in all strains and some variants are shared. Variants that change the CDS are enumerated in Fig 4B and Table F in S1 Table. Most of the BGF- T20HF CDS variants were found to be outside of predicted active site or major domain areas (Table C in S1 Table) and are most often associated with non-cytoplasmic regions and coils. However, two variants unique to BGF-T20HF were found to have a missense or disruptive variant that resulted in CDS changes in a predicted InterProScan protein domain. The gene CPATCC_0021250 which encodes a protein phosphatase inhibitor has a mutation (p.Thr32 Asn34del) and CPATCC_0012170 which encodes a P-type ATPase like protein has a missense variant (p.Val12Leu) in a predicted cation-transporting domain. Analysis of the parental BGF-T0 also revealed three variants of putative lesser impact that are not detected in BGF-T20HF or the other strains. These variants are located in CPATCC_0037840, CPATCC_0032770 and CPATCC_0023800 (see Tables B and E in S1 Table).

Variants of lesser significance detected in BGF-T0 only

Analysis of the parental BGF-T0 also revealed three variants of putative lesser impact that are not detected in BGF-T20HF or the other strains. These variants are in CPATCC_0037840 which encodes an extracellular membrane protein with a signal peptide which had Ser336, a polar uncharged amino acid changed to the hydrophobic residue Leu336 in the third loop (amino acids 323–343) of the 9-loop transmembrane domain. It is unlikely however, that this change will have a significant effect on the function of the transmembrane loop. CPATCC_0032770 which encodes casein kinase had a single amino acid change at position Thr219 where the polar uncharged amino acid threonine was replaced by a hydrophobic residue, Isoleucine in the protein kinase domain (amino acids 9–278). Finally the polar, uncharged residue, Ser4 was replaced by the hydrophobic residue Phe4 in the signal peptide domain MRNSVILKIILFSFLDLIYS of the cysteine-rich secretory protein, CPATCC_0023800, which does not affect the signal peptide and is outside of the SCP domain. Overall it is our conclusion that the observed changes are not in critical domains and are unlikely to affect peptide function.

Discussion

The use of hollow fiber biotechnology has been successfully employed for the in vitro growth of all parasite life cycle stages of Plasmodium falciparum [42,43], and C. parvum [8]; it has also been shown to have great potential for the mass production of specific parasite stages, such as Plasmodium falciparum sporozoites for use in vaccine production [44]. The technique enables the development of a 3D culture environment allowing the formation of a polarized apical cell surface and a basal cell surface for transport of nutrients and oxygen to the host cells, reproducing the cellular environment found in host tissues. There have been many recent advances in the in vitro cultivation of C. parvum which permit access to laboratory cultured parasite stages such as the organoid culture method [45,46], that permits access to parasite stages for morphological and molecular analysis. The advantage of the hollow fiber bioreactor is that it provides a method to produce large quantities of in vitro cultured C. parvum oocysts that are free from the harsh chlorination treatment necessary for the sterilization of animal generated oocysts. Parasites generated using this method have several advantages over animal generated parasites notably they provide a novel method for the generation of parasite stages needed for vaccine development, which has shown to have great promise for a malaria vaccine [44]. In vitro cultured parasites permit extended (beyond 48 h) drug testing protocols to be employed and provide a method for preliminary pharmacokinetic/pharmacodynamic data to be obtained for candidate chemotherapeutic agents [47,48]. Currently no other in vitro culture method provides access to sufficient oocyst numbers (107 to 108 oocysts/mL) that can be generated in a GLP facility for use in human clinical trials. However, long term in vitro culture of parasites can result in loss of virulence factors and subtle genetic variation that impact their ability to be useful models for chemotherapeutic trials [1720]. For these reasons we evaluated in vitro cultured C. parvum after 20 months of continuous culture in the HFB for virulence and genomic changes. We found minor differences in the virulence of C. parvum BGF-T20HF compared to either the parent IOWA isolate BGF-2017 or the University of Arizona isolate IOWA-ATCC.

C. parvum IOWA oocysts, as a population and not a cloned strain, have been propagated in bovine and murine models in multiple locations since the late 1970’s. Molecular divergence was observed when examining 4 loci from 19 samples collected in 2006 from different locations or at different times with some samples being more similar than others [49]. Thus, the number of whole genome differences detected here among the 4 isolates examined (regardless of mode of propagation) is not surprising. However, it serves as a reminder to the community of the need for careful sample naming, lineage tracking, and sequence naming given changes that occur with time via drift and the generation of variants during replication and mutational events.

In conclusion, in vitro cultures of C. parvum using the hollow fiber bioreactor for a period of 20 months produced parasites that had no decrease in virulence properties, had similar clinical scores in a calf model, and demonstrated similar patterns of genomic variation as found within animal-cultured parasites. Hence the HFB permits extended in vitro (beyond 48 h) drug testing protocols to be employed, in addition to preliminary pharmacokinetic/pharmacodynamic data to be obtained which is currently only available using animal models. In addition, because in vitro cultured parasites do not require treatment with chlorine-based reagents to remove bacteria and other gut flora they provide a more controlled and GLP amenable source of oocysts for use in clinical trials.

Supporting information

S1 Fig. Read depth analysis of BGF-T0 and BGF-T20HF.

Sequence reads were aligned to C. parvum IOWA-ATCC genome assembly to assess deletions, insertions, and duplications. Both sample read depths were normalized by the whole genome average depth to get the estimated copy number across all chromosomes.

(JPG)

ppat.1011992.s001.jpg (72.5KB, jpg)
S1 Table

Table A. Sample Summary. Table B. BGF-T0 variants. Table C. BGF-T20HF variants. Table D. BGF-2017 variants. Table E. Shared and unique variants. Table F. Variants of putative effect.

(XLSX)

ppat.1011992.s002.xlsx (51.1KB, xlsx)

Acknowledgments

The authors acknowledge Dr. Stephen Ward (Bill and Melinda Gates Foundation) for helpful discussions in the planning and execution of this research. Beijing Genomics Institute at Shenzhen, China for Next-Gen sequencing of the C. parvum genome (BGF-T0 and BGF-T20HF).

Data Availability

All data needed to evaluate the conclusions of this paper are presented in the paper, its supplementary materials or deposited in an online database. Nucleotide sequences have been deposited in the GenBank under BioProject PRJNA877237 (SRA accessions: SRR24474866, SRR24474867). BGF-2017 raw Illumina reads are available under SRA accession SRR11516703.

Funding Statement

Financial support was provided by The Bill and Melinda Gates Foundation awards OPP1117675 (N.Y.), OPP1151701 (J.C.K), Investment 44418 from the Bill and Melinda Gates Foundation (M.W.R.). Investment GH VAP NG-ID20 from Bill and Melinda Gates Foundation (NY). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. M.M., R.P.B., and D.S., received salary support from the BMGF.

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Decision Letter 0

P'ng Loke, Ana Maria Cevallos

2 Aug 2023

Dear Dr Yarlett

Thank you very much for submitting your manuscript "Genomic and virulence analysis of in vitro cultured Cryptosporidium parvum" for consideration at PLOS Pathogens. As with all papers reviewed by the journal, your manuscript was reviewed by members of the editorial board and by several independent reviewers. The reviewers appreciated the attention to an important topic. Based on the reviews, we are likely to accept this manuscript for publication, providing that you modify the manuscript according to the review recommendations.

As you can see, I have received diametrically different opinions from the reviewers. The opinion of two of the reviewers is to accept, while the third is to reject. The main criteria for rejection is that the use of the hollow fiber bioreactor for culture of Cryptosporidium parvum has already been published in various papers and, therefore, is not "new" . However, I believe that the demonstration of the genomic stability of the parasite during culture and the preservation of its capacity to infect mice and calve during culture are important. Therefore, I am recommending its publication with minor revisions. For this paper, I would not require the identification and validation of specific factors in virulence.

Please modify the paper to address the specific concerns raised by the reviewers and mine.

Editor minor revisions:

Please give more details of the sequencing protocol use (for example only short reads or also long reads) and the depth of coverage obtain for each condition

Please indicate if there is a statistical difference in the amount of oocysts shed in the different infected groups when the data for the three groups is tested (perhaps a Kruskal Wallis test) or if the statistical difference only is evident when individual groups are compared with each other. It appears that the pattern of shedding between BGFT20 and BGF-2017 is very similar and that the peak shedding of Iowa is latter.

Please correct graph 3C (or text) as the number of days in the text differs from the number of data points shown in the graph.

Please prepare and submit your revised manuscript within 30 days. If you anticipate any delay, please let us know the expected resubmission date by replying to this email.

When you are ready to resubmit, please upload the following:

[1] A letter containing a detailed list of your responses to all review comments, and a description of the changes you have made in the manuscript.

Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out

[2] Two versions of the revised manuscript: one with either highlights or tracked changes denoting where the text has been changed; the other a clean version (uploaded as the manuscript file).

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Thank you again for your submission to our journal. We hope that our editorial process has been constructive so far, and we welcome your feedback at any time. Please don't hesitate to contact us if you have any questions or comments.

Sincerely,

Ana Maria Cevallos, Ph.D.

Guest Editor

PLOS Pathogens

P'ng Loke

Section Editor

PLOS Pathogens

Kasturi Haldar

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0001-5065-158X

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

***********************

As you can see, I have received diametrically different opinions from the reviewers. The opinion of two of the reviewers is to accept, while the third is to reject. The main criteria for rejection is that the use of the hollow fiber bioreactor for culture of Cryptosporidium parvum has already been published in various papers and, therefore, is not "new" . However, I believe that the demonstration of the genomic stability of the parasite during culture and the preservation of its capacity to infect mice and calve during culture are important. Therefore, I am recommending its publication with minor revisions. For this paper, I would not require the identification and validation of specific factors in virulence.

Please modify the paper to address the specific concerns raised by the reviewers and mine.

Editor minor revisions:

Please give more details of the sequencing protocol use (for example only short reads or also long reads) and the depth of coverage obtain for each condition

Please indicate if there is a statistical difference in the amount of oocysts shed in the different infected groups when the data for the three groups is tested (perhaps a Kruskal Wallis test) or if the statistical difference only is evident when individual groups are compared with each other. It appears that the pattern of shedding between BGFT20 and BGF-2017 is very similar and that the peak shedding of Iowa is latter.

Please correct graph 3C (or text) as the number of days in the text differs from the number of data points shown in the graph.

Reviewer Comments (if any, and for reference):

Reviewer's Responses to Questions

Part I - Summary

Please use this section to discuss strengths/weaknesses of study, novelty/significance, general execution and scholarship.

Reviewer #1: This is a straightforward study to examine if any significant changes occur in C. parvum cultured in vitro in a hollow fiber system develop during 20 months of continuous culture. This strain (BGF-T20HF) is compared to the original seeding strain (BGF-10) and to the same strain that was maintained in cows (in vivo), i.e., BGCF-2017. While minor changes were noticed in the BGF-T20HF genome sequence data, there were similar types of changes in BGF-2017 and in BGF-10 suggesting that in vitro culture over this period of time did not significantly alter Cp. In addition, clinical infection of calves (although only 3 per strain) did not show any major changes in virulence or ability of the prolonged in vitro isolate to cause clinically relevant disease; as compared to the starting strain or the strain maintained in cows. Overall, this data provides important validation of the culture system and the use of parasites from this system for scientific investigations.

Reviewer #2: In vitro culture of Cryptosporidium has historically been one of the challenges that has limited development of effective therapeutics for this important intestinal parasite that afflicts a large number of people globally, particularly children in low-resource settings. The report in 2016 by the Yarlett lab of successful culture of Cryptosporidium in hollow fiber bioreactors (HFB) offered some hope that a novel technology enabling the culture of large numbers of parasites and accurate testing of the pharmacokinetics of chemotherapeutic candidates could become available. The current manuscript extends the findings of the 2016 paper and demonstrates comparable infectivity, virulence, and genomic stability of parasites cultured in HFB (in comparison to culture using standard passage in calves) using one of the main clinically relevant models for cryptosporidiosis, infection of newborn calves.

Overall, this is a well-executed study that generated quality data and makes conclusions that are consistent with the data presented. Assuming the minor revisions suggested are made, I would support publication of the manuscript.

Reviewer #3: The authors have utilized the hollow fiber bioreactor technology to investigate the virulence properties of Cryptosporidium parvum after 20 months within this device.

There are no major flaws in the experimental design, but the novelty is quite weak. The manuscript doesn't convince me about the outputs of the whole study and doesn't provide any novelty other than advertising the use of the HFB system.

**********

Part II – Major Issues: Key Experiments Required for Acceptance

Please use this section to detail the key new experiments or modifications of existing experiments that should be absolutely required to validate study conclusions.

Generally, there should be no more than 3 such required experiments or major modifications for a "Major Revision" recommendation. If more than 3 experiments are necessary to validate the study conclusions, then you are encouraged to recommend "Reject".

Reviewer #1: None

Reviewer #2: None required.

Reviewer #3: All of the results (potential proteins that are affected) are based on predictions. I would have like to see either localisation or biochemical characterisation of these proteins to convince the readers about the impact of these proteins for virulence.

**********

Part III – Minor Issues: Editorial and Data Presentation Modifications

Please use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity.

Reviewer #1: The others cite unpublished data on T. gondii in these culture system. If a manuscript has been submitted to a preprint service such as bioRxiv then this should be provided in the references.

Reviewer #2: Page 5, line 17 (Introduction)

The statement that NTZ is inadequate in children under 3 years old is inaccurate. Reference #5 (Amadi et al. 2002 Lancet) found NTZ was modestly effective in HIV-negative children, but not HIV-positive children. I suggest instead highlighting here that NTZ is not approved for use in children under 12 months of age, which is the most population most vulnerable to the effects of cryptosporidiosis.

Page 13, line 14 (Calf infections)

The sentence "The daily oocyst numbers shed indicate that BGF-T20HF is statistically significant compared to BGF-2017 and IOWA-2017 for days 3 and 10 PI" is confusing and needs to be reworded. It is unclear if the authors mean to say oocyst shedding from calves infected with BGF-T20HF is statistically significantly greater or less than BGF-2017 and IOWA-2017. Furthermore, in Figure 3C, it appears that BGF-T20HF is virtually identical to BGF-2017 on day 3 PI, so it is hard to understand how these values could be statistically significantly different. Finally, there is no data shown for day 10 PI, despite this data being referenced in the text and the figure legend.

Page 13, line 15 (Calf infections)

The sentence "All other days are significantly higher for BGF-T20HF (days 5-9 PI) and IOWA-2017 (days 4-9 PI) compared to BGF-2017 (Fig 3C)" is not consistent with the data shown in Fig 3C. For example, on day 8 PI, BGF-2017 appears to be virtually identical to IOWA-2017. Furthermore, on day 9 PI, BGF-2017 is greater than BGF-T20HF, contrary to what is stated.

Page 14, line 1 (Calf infections)

Interpretation of the fecal consistency data (and reference to Fig 3D where it is shown) are missing. I suggest moving text from figure legend to the main body here (see comment in Fig 3D legend).

Page 14, line 3 (Calf infections)

The explanation "Onset of diarrhea was delayed in one BGF-T20HF infected calf (Fig 3F)" appears to be superfluous because the data in Figs 3E-F appear to be very similar for BGF-T20HF as compared to BGF-2017 and IOWA-2017.

Page 16, line 22 (Discussion)

The reference after the sentence, "Parasites generated using this method...have great promise for a malaria vaccine" should be reference #43 (Eappen et al. 2022 Nature), not reference #44.

Page 27, line 12 (Figure 1 legend)

Should be "HCT-8 cells", not simply "HCT cells".

Page 28, line 10 (Figure 3 legend)

I suggest that the two interpretive sentences ("One calf infected...due to this delay.") are moved from the figure legend to the main body of the text where Fig 3D is described, as suggested above.

Page 30 (Figure 2)

IOWA-2017 is referenced in the figure legend and elsewhere in the manuscript, but not shown in the figure. I recommend clarifying where IOWA-2017 fits in this schematic.

Page 31 (Figure 3)

The y-axis of Fig 3B is confusing because it uses scientific notation (e.g., "1e+4"), yet the scale is linear, not logarithmic (unlike Fig 3C, which is on a log scale). I suggest using standard notation for the y-axis (10 L, 20 L, 30 L, etc.) for Fig 3B.

Reviewer #3: - Figure 1 is the typical figure that has been presented in all of the papers of the same group when they published HFB-related work.

- Supplementary figure 1. I do not understand the purpose of this experiment at all. And even if they manage to convince me about the purpose, their interpretation is also wrong since the bands (VspI samples) are not of the same size. Also, the quality of the figure is poor.

- Cryptosporidia is not a latin name and it should not be in italics.

**********

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Reviewer #2: No

Reviewer #3: No

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Decision Letter 1

P'ng Loke, Ana Maria Cevallos

14 Nov 2023

Dear Dr Yarlett

Thank you very much for submitting your manuscript "Genomic and virulence analysis of in vitro cultured Cryptosporidium parvum" for consideration at PLOS Pathogens.

The concerns of the majority of reviewers have been addressed.  However, there are still corrections as described by reviewer two that need to be addressed.

Please prepare and submit your revised manuscript within 30 days. If you anticipate any delay, please let us know the expected resubmission date by replying to this email.

When you are ready to resubmit, please upload the following:

[1] A letter containing a detailed list of your responses to all review comments, and a description of the changes you have made in the manuscript.

Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out

[2] Two versions of the revised manuscript: one with either highlights or tracked changes denoting where the text has been changed; the other a clean version (uploaded as the manuscript file).

Important additional instructions are given below your reviewer comments.

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Ana Maria Cevallos, Ph.D.

Guest Editor

PLOS Pathogens

P'ng Loke

Section Editor

PLOS Pathogens

Kasturi Haldar

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0001-5065-158X

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

***********************

THere are minor corrections as described by reviewer two that need to be addressed.

Reviewer Comments (if any, and for reference):

Reviewer's Responses to Questions

Part I - Summary

Please use this section to discuss strengths/weaknesses of study, novelty/significance, general execution and scholarship.

Reviewer #1: This is a straightforward manuscript that describes the effect of long term in vitro culture of C. parvum in the hollow fiber system on the pathogenicity of this organism as well as the molecular biology (gene mutations) from this prolonged (20 month) cultivation. This type of work is important as it establishes that parasites from prolonged cultivation are the same as those obtained from animal passage. This is important information to support the use of the in vitro cultured parasites for studies such as human (or animal ) challenge, vaccine development and genetic modification.

Reviewer #2: Most of the revisions from the previous version are satisfactory. However, there are a few corrections that still need to be made, as described in the attached PDF and Part III below.

Reviewer #3: The authors have utilized the hollow fiber bioreactor technology to investigate the virulence properties of Cryptosporidium parvum after 20 months within this device.

There are no major flaws in the experimental design, but the novelty is quite weak. The manuscript doesn't convince me about the outputs of the whole study and doesn't provide any novelty other than advertising the use of the HFB system.

**********

Part II – Major Issues: Key Experiments Required for Acceptance

Please use this section to detail the key new experiments or modifications of existing experiments that should be absolutely required to validate study conclusions.

Generally, there should be no more than 3 such required experiments or major modifications for a "Major Revision" recommendation. If more than 3 experiments are necessary to validate the study conclusions, then you are encouraged to recommend "Reject".

Reviewer #1: None the authors have addressed previous reviewer concerns.

Reviewer #2: None.

Reviewer #3: - Figure 1 is the typical figure that has been presented in all of the papers of the same group when they published HFB-related work.

**********

Part III – Minor Issues: Editorial and Data Presentation Modifications

Please use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity.

Reviewer #1: In the discussion, page 15 line one the correct reference for in vitro production of P. falciparum sporozoites is [42] not [43]

Reviewer #2: Please see the comments in the attached PDF. Note I have made comments in the "Revised article with changes highlighted" version of the manuscript at the end of the file.

Specifically, the two most critical issues that need to be addressed are:

1. Revision of Figs 3A and 3B to ensure total fecal volumes are consistent.

2. Revision of the Fig 3C legend to align with the changes in the main text describing the Fig 3C results.

Reviewer #3: No further comments

**********

Attachment

Submitted filename: PPATHOGENS-D-23-00860_R1_reviewer_comments.pdf

ppat.1011992.s004.pdf (2.9MB, pdf)

Decision Letter 2

P'ng Loke, Ana Maria Cevallos

22 Jan 2024

Dear Dr. Yarlett,

We are pleased to inform you that your manuscript 'Genomic and virulence analysis of in vitro cultured Cryptosporidium parvum' has been provisionally accepted for publication in PLOS Pathogens.

Before your manuscript can be formally accepted you will need to complete some formatting changes, which you will receive in a follow up email. A member of our team will be in touch with a set of requests.

Please note that your manuscript will not be scheduled for publication until you have made the required changes, so a swift response is appreciated.

IMPORTANT: The editorial review process is now complete. PLOS will only permit corrections to spelling, formatting or significant scientific errors from this point onwards. Requests for major changes, or any which affect the scientific understanding of your work, will cause delays to the publication date of your manuscript.

Should you, your institution's press office or the journal office choose to press release your paper, you will automatically be opted out of early publication. We ask that you notify us now if you or your institution is planning to press release the article. All press must be co-ordinated with PLOS.

Thank you again for supporting Open Access publishing; we are looking forward to publishing your work in PLOS Pathogens.

Best regards,

Ana Maria Cevallos, Ph.D.

Guest Editor

PLOS Pathogens

P'ng Loke

Section Editor

PLOS Pathogens

Kasturi Haldar

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0001-5065-158X

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

***********************************************************

The remaining corrections have been made. Thank you

Reviewer Comments (if any, and for reference):

Acceptance letter

P'ng Loke, Ana Maria Cevallos

22 Feb 2024

Dear Dr. Yarlett,

We are delighted to inform you that your manuscript, "Genomic and virulence analysis of in vitro cultured Cryptosporidium parvum," has been formally accepted for publication in PLOS Pathogens.

We have now passed your article onto the PLOS Production Department who will complete the rest of the pre-publication process. All authors will receive a confirmation email upon publication.

The corresponding author will soon be receiving a typeset proof for review, to ensure errors have not been introduced during production. Please review the PDF proof of your manuscript carefully, as this is the last chance to correct any scientific or type-setting errors. Please note that major changes, or those which affect the scientific understanding of the work, will likely cause delays to the publication date of your manuscript. Note: Proofs for Front Matter articles (Pearls, Reviews, Opinions, etc...) are generated on a different schedule and may not be made available as quickly.

Soon after your final files are uploaded, the early version of your manuscript, if you opted to have an early version of your article, will be published online. The date of the early version will be your article's publication date. The final article will be published to the same URL, and all versions of the paper will be accessible to readers.

Thank you again for supporting open-access publishing; we are looking forward to publishing your work in PLOS Pathogens.

Best regards,

Michael Malim

Editor-in-Chief

PLOS Pathogens

orcid.org/0000-0002-7699-2064

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 Fig. Read depth analysis of BGF-T0 and BGF-T20HF.

    Sequence reads were aligned to C. parvum IOWA-ATCC genome assembly to assess deletions, insertions, and duplications. Both sample read depths were normalized by the whole genome average depth to get the estimated copy number across all chromosomes.

    (JPG)

    ppat.1011992.s001.jpg (72.5KB, jpg)
    S1 Table

    Table A. Sample Summary. Table B. BGF-T0 variants. Table C. BGF-T20HF variants. Table D. BGF-2017 variants. Table E. Shared and unique variants. Table F. Variants of putative effect.

    (XLSX)

    ppat.1011992.s002.xlsx (51.1KB, xlsx)
    Attachment

    Submitted filename: Response to PLoS Path review.docx

    ppat.1011992.s003.docx (18.3KB, docx)
    Attachment

    Submitted filename: PPATHOGENS-D-23-00860_R1_reviewer_comments.pdf

    ppat.1011992.s004.pdf (2.9MB, pdf)
    Attachment

    Submitted filename: Response to review (2).pdf

    ppat.1011992.s005.pdf (62.8KB, pdf)

    Data Availability Statement

    All data needed to evaluate the conclusions of this paper are presented in the paper, its supplementary materials or deposited in an online database. Nucleotide sequences have been deposited in the GenBank under BioProject PRJNA877237 (SRA accessions: SRR24474866, SRR24474867). BGF-2017 raw Illumina reads are available under SRA accession SRR11516703.


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