Oocyst Propagation and Processing for Next-Gen Sequencing
Ten 27-day-old Ross 308 male broiler chickens were infected with 2,000 freshly propagated and sporulated E. tenella oocysts by oral gavage. Eight days post-infection, birds were killed, and ceca removed. Contents of ceca, primarily consisting of oocyst cores, were processed in a blender with approximately three times the volume of distilled water. The slurry was sieved to remove larger debris and then pelleted in a centrifuge for 10 minutes at 1500 × g. The supernatant was discarded, and the pellet was resuspended in six times the volume of saturated salt solution (sat. NaCl, aqueous). Oocysts were floated by centrifugation (15 minutes at 1,000 × g with slow brake). Supernatant was collected and diluted to 10 times the volume in distilled water. The pellet-resuspend-wash sequence was repeated two additional times before a second saturated salt float including 0.1% Tween 20 (0.1% v/v Tween 20 in sat. NaCl, aqueous) was conducted. The upper layer of the supernatant was collected and then subjected to three wash-centrifugation cycles with distilled water as described above. Oocysts were resuspended in 500 mL potassium dichromate solution (K2Cr2O7; 2% w/v aqueous) and sporulated at room temperature (21oC) with agitation on a rotary shaker. Following the completion of sporulation in 150 cm2 sterile polystyrene vented-cap cell culture flaks (Corning Inc., Corning, NY, item# RK-01936-20) oocysts were stored at 21oC to accelerate aging or under standard storage conditions, at 4oC.
Transcriptome Sequencing
RNA was isolated from oocyst sub-samples stored at room temperature at four time points: 21-, 28-, 35-, and 42-days post collection from ceca. For each time point, RNA was isolated from two parallel aliquots of ~ 30 million oocysts, one that had been held at 41oC for 90 minutes prior to RNA extraction (HS), and one that had been maintained at the temperature at which it was stored (steady state; SS). The HS and SS sub-samples at each time point were processed for RNA extraction in parallel using a Qiagen RNeasy mini kit as per manufacturer’s instructions with modifications as described. Oocysts were pelleted via centrifugation and then resuspended in 300 µL Buffer RLT with dithiothreitol (DTT; 40 mM). Oocysts were disrupted using ~ 1 g, 0.5 mm glass beads (BioSpec, Bartlesville, OK, catalog# 11079105) in a Precellys® bead mill homogenizer (Bertin Technologies, Montigny-le-Bretonneux, France) in 3, 30 second bursts at 6.0 m/s separated by 5 second pauses, followed by being placed on wet ice. Tubes were spun briefly to reduce frothing and 150 µL Buffer RLT (+ 40 mM DTT) was added to each. A 1000 µL pipette was used to stir the contents of each tube and transfer the liquid to QIAshredder columns (Qiagen, Hilden, Germany). Columns were spun for 2 minutes at maximum speed. Flow through was transferred to a new 1.5 mL tube and one volume of 70% EtOH was added to each sample, followed by mixing via pipetting and transferring to the RNeasy® spin column. Subsequent steps used Qiagen RNeasy® Mini Kit as per manufacturer’s instructions. RNA was eluted from columns in 44 µL nuclease-free water (NFW) and stored at -80oC.
All samples were analyzed using an hsD5000 TapeStation assay by the Genomics Facility at the University of Guelph (Ontario, Canada). RNA from each time point and temperature treatment was submitted to Genome Quebec for library construction and sequencing via Illumina HiSeq400 SR50 (Illumina Inc., San Diego, California, USA). Samples were reanalyzed using an Agilent Bioanalyzer, and stranded libraries were prepared using NEBNext® Single Cell/Low Input cDNA Synthesis & Amplification Module with oligo dT primers. NEBNext_dual adaptors were used (Read one sequence: AGATCGGAAGAGCACACGTCTGAACTCCAGTCAC; read two sequence: AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT). Library insert sizes ranged from 255 to 287 bp. The eight samples were run together in one sequencing lane, with 0.125 sequencing units per sample.
Identification of Putative Viability Assay Targets
One million quality-filtered reads (Q30) from each sample were assembled to a collection of 8,585 previously-published reference sequences of putative protein-coding genes in E. tenella (Houghton strain; Accession #PRJNA263385; Reid et al. 2014) using Geneious assembler (2023.2.3; 10% gaps allowed, maximum gap size = 3, word length = 24, index word length = 14, maximum mismatches per read = 5%, maximum ambiguity = 4; ignored reads repeated more than eight times). Abundance of each represented RNA was determined as reads per kilobase per million mapped reads (RPKM; Formula 1). Using Excel (Microsoft Corporation 2023). The increase in abundance that occurred with heat stimulation of these 54 putative viability targets (RPKMHS / RPKMSS) was subsequently calculated at 21-, 28-, and 35- days.
qPCR Primer Design
All 10 mRNA that were present in HS samples at 10 or more times the abundance of SS samples (RPKMHS/RPKMSS ≥ 10) in 42-day-old oocysts were considered as possible viability assay targets. From this list, three were removed from consideration due to having comparably low coverage in HS samples (RPKM < 200), which suggested they would not provide sufficient assay dynamic range. An additional four were removed from consideration due to being products of genes comprised of single exons, which prevented the design of amplification primers specific for mature rRNA (Bustin 2000). A total of three transcripts were identified as targets with increased abundance in HS samples. An additional mRNA target was considered for possible use as a reference or normalizer target.
The following parameters, suggested by the manufacturer of PowerUP SYBR (Thermo Fisher Scientific, Ottawa, ON), guided primer design for the four qPCR targets of interest: optimal primer length = 20 bp; optimal number of G’s or C’s allowed in the last five bases at the 3′ end = 2 (no more than three and at least two were required); GC content = 30 to 70%; no single-base runs of more than three; melt temperatures (Tm) = 61 to 62oC; amplicon length = 50 to 150 bp. Primer Tms were calculated via SantaLucia1998 algorithm within Geneious Prime (2020.2.5; salt correction: SantaLucia 1998, monovalent (Na+): 50 mM, divalent (Mg++): 1.5 mM, dNTPs: 0.5 mM, oligo: 200 nM) and DNA Fold within Geneious Prime (2020.2.5) was used to ensure no major tendencies for secondary structures formation either within a single primer, self-self, between the primers of one primer set, or within the amplicon. At least one primer per pair was designed to span an intron removal site (exon/exon junction), and the sequences of introns were considered (reference sequences used in primer design are included in Table 1). Primer formation of self-dimers, hairpins, and cross-dimers was assessed using Beacon Designer™ Free Edition (Premier Biosoft) as described by Thornton and Basu (2015). Amplicons were checked for secondary structures using UNAFold (Markham and Zuker 2008) as described by Thornton and Basu (2015).
Table 1
Quantitative PCR primers used to amplify putative viability-reflecting qPCR targets (V-), a spike-in external mRNA control (Luc-1), and an internal genomic control (S1) in nucleic acid recovered from aged Eimeria tenella oocysts, with or without heat stimulation. For viability targets, reference sequences referred to mRNA within GCF000499545.2, associated with bioproject PRJNA263385. Genomic reference sequences used to consider intron sequences are indicated in parentheses. The spike-in external luciferase control RNA sequence was obtained from Promega (catalog number L4561)
Primer set name | Reference sequence | Tm (forward; oC) | Tm (reverse, oC) | Amplicon size (bp) |
V-3985 | XM_013373985.1 (ETH_00021280) | 61.6 | 61.8 | 123 |
V-9639 | XM_013379639.1 (ETH_00028575) | 61.4 | 61.5 | 89 |
V-2879 | XM_013372879.1 (ETH_00030955) | 61.7 | 61.7 | 75 |
8585_2 | XM_013378585.1 (HQ317455.1) | 61.9 | 61.0 | 123 |
Luc-1 | Luciferase (Promega) | 61.3 | 60.7 | 127 |
S1 | AY571629.1 | 61.2 | 61.1 | 76 |
Three primer pairs were designed for putative viability targets (V-2879, V-3985, and V-9639), and two pairs were designed to target XM_013378585.1 (primer sets 8585_1 and _2). An additional primer set was designed using the same parameters to target luciferase RNA (Promega, Madison, WI; catalog number L4561), which functioned as a “spike-in control” to allow data normalization for variations in RNA decay and efficiencies of RNA recovery and reverse transcription. A sixth primer set, S1, originally published by Kruth, Lane, and Barta (2024), targeted multi-copy nuclear RAPD-SCAR marker Tn-E03-1161 to support genomic quantification. Primers are summarized in Table 1. Additional documentation of viability primers, including specific primer sequences, can be found in Supplementary File 1.
Construction of Control Plasmid and qPCR Assay Validation
A control plasmid was designed that featured a single copy of each of the six qPCR targets, from 10 nucleotides upstream of the forward (F) primer anneal site through to 10 nucleotides downstream of the reverse (R) primer anneal site. A random, unique 10 bp spacer that lacked homology with qPCR amplicons was inserted between each target sequence. Two of the transcript-targeting primer sets targeted the same transcript, with the anneal site for 8585_1_R and 8585_2_F overlapping. In this case, the sequence representing the cDNA sequence spanning 10 nucleotides upstream of 8585_1_F to 10 nucleotides downstream of 8585_2_R was used. Several alterations were made to the sequence as described above to improve the feasibility of synthesis. Adenine at position 174 was changed to T (this substitution occurred within the amplicon produced from primer set V-0187). High AT content of the apicoplast genome made qPCR primer design challenging; replacement of the 10 bases up and downstream of the primer anneal locations with alternate apicoplast sequences was required.
The designed 2,062 nucleotide sequence was synthesized as a gBlock™ Gene Fragment by Integrated DNA Technologies (IDT; Coralville, Iowa). The gBlock™ Gene Fragment was received as 1000 ng of dry DNA, which was rehydrated with 40 µL TE (Tris-EDTA) buffer (Thermo Scientific™, Ottawa, ON) and was ligated into a pJET1.2/blunt vector using a CloneJET PCR Cloning Kit (Thermo Scientific™). OneShot™ TOP10 Chemically competent Escherichia. coli cells (Invitrogen, Burlington, ON) were transformed with the construct-containing plasmid. Plasmids were recovered from overnight growth in standard Luria broth using GeneJET Plasmid Midiprep Kit (Thermo Scientific™). All protocols were as per the manufacturer’s instructions.
To confirm that the sequence of the cloned SC plasmid had 100% identity with that of the designed gBlock™ SC sequence, recovered plasmid was submitted to the Molecular Biology Unit of the Laboratory Services Division, University of Guelph (Ontario, Canada) for Sanger sequencing using an Applied Biosystems 3730 DNA analyzer with ABI Prism® DNA Sequencing Analysis Software (Ver. 4.0, Applied Biosystems Inc., Foster City, California). Sequence identity between the plasmid insert and the designed gBlock™ SC sequence was confirmed by alignment using Multiple Align in Geneious Prime (2020.2.5). The pJET1.2 plasmid with synthetic control sequence is referred to as SC (synthetic control sequence-containing) plasmid from this point forward. The full plasmid insert sequence and a table detailing its components are included in Supplementary File 2.
Aged Oocyst Infection Trial
To generate the initial batch of oocysts for the aging trial, 40, 6-week-old Male Ross 308 broiler chickens were infected with 1,000 freshly propagated E. tenella (Guelph strain) oocysts each by oral gavage. Eight days after infection, birds were killed humanely, and their ceca collected. Oocysts were cleaned and processed as described above, with Tween 20 omitted. Oocysts were stored potassium dichromate (K2Cr2O7) in vented-cap tissue-culture flasks either at 21oC to accelerate aging or at 4oC to replicate standard storage conditions, with manual agitation and replacement of evaporation volume with ddH2O once per week. Flasks were covered with aluminum foil to prevent light exposure. These oocysts were referred to as Lot 1.
The aged oocyst infection trial was designed to test the infectivity of oocyst subsamples via two parallel mechanisms: fecundity (oocysts shed per oocyst ingested), and magnitude of specific transcriptional response in HS subsamples over SS subsamples as measured by qPCR. The trial included four time points: 2.5 months after Lot 1 oocysts were first collected, and every two months after that for three additional time points.
At each time point, a sample of 1.26 × 107 oocysts was taken from each of the oocyst stocks involved in that time point (for time point 1, only Lot 1 stored at 21oC, and Lot 1 stored at 4oC). Oocyst samples were pelleted via centrifugation, washed with ddH2O, and resuspended in ddH2O, then divided into two aliquots of 6.30 × 106 oocysts each. One was incubated at 41oC for 90 minutes (HS), while the other was maintained at its original storage conditions (SS). After incubation, subsamples were pelleted via centrifugation and all supernatant removed. Pellets were weighed and stored at -80oC for later RNA recovery.
On the same days that oocyst aliquots were taken, one to three cages of three to four dual-purpose male chickens, ranging from 12 to 14 days old, were infected with either 100 or 500 oocysts in sterile saline by oral gavage. At each time point, Lot 1 oocysts stored at either 4oC or 21oC were used, and at time points 2, 3, and 4, oocysts generated from infections established at prior time points and stored at 21oC were additionally used. A control cage of three birds received only oral saline gavage was included at each time point. After time point 1, the specific combination of bird numbers, dose size, and oocyst sub stocks used was chosen by referencing fecundity data produced at the previous time point. The specific combinations of factors used at each timepoint are summarized in Supplementary File 3.
Feces from each cage were collected from 5 to 10 days post infection and stored in potassium dichromate at room temperature. On day 10, birds were killed humanely, and ceca removed and inspected to ensure no endogenous oocysts were present and the period of patency was completed. Two 5 mL feces subsamples were taken, upon which McMaster counts were performed to enumerate oocysts per mL feces (see Supplementary File 3). Fecundities were subsequently calculated using Formula 2. The remaining feces were pooled, processed, and stored at 21oC as described above. Oocysts generated from infection at time point 1 were named Lot 2, those generated from the infection started at time point 2 were named Lot 3, etc.
RNA Recovery and Quantification of Putative Viability Targets in Time Point Samples
At the completion of the time point infection trial, the RNA extraction protocol described above was used with several modifications. Briefly, each isolation was performed on 6.30 × 106 oocysts, and each RNA extraction used 155 µL Buffer RLT (+ 40 mM DTT) and 0.36 g 0.5 mm glass beads per 100 µL extraction volume (i.e., combined volume of RLT and oocysts) for the initial bead-breaking step, followed by the addition of 345 µL Buffer RLT (+ 40 mM DTT) that included 20 ng luciferase RNA (“spike-in”). Supplementary File 4 details the completed work to determine appropriate quantity of spike-in luciferase RNA. RNA was eluted in 31 µL NFW and eluent was subsequently re-eluted through the column to ensure maximum recovery. Concentration was determined via Qubit and RNA integrity number (RIN) was determined by the Genomics Facility at the University of Guelph using an hsD5000 TapeStation assay.
All RNA samples recovered during the live infection trial were reverse transcribed with SuperScript IV VILO Master Mix RT Master Mix Kit (Invitrogen), as per manufacturer’s instructions. This resulted in a 50% template dilution. Complementary DNA (cDNA) was further diluted to 20% concentration, for a final concentration of 10% of that of the originally recovered RNA. Quantitative PCR was performed with each primer set using 2× PowerUP SYBR Master Mix (Applied Biosystems™, Waltham, MA) as per manufacturer’s instructions, using 384 well plates, with single reaction volumes of 10 µL, primer concentration of 600 nM, and 2.5 µL of template cDNA or NFW for no-template controls (NTC) per reaction. Technical triplicates were used for each reaction, with two repeat plates used per experimental time point. Each primer combination was additionally run on a series of three, 100-fold dilutions of the control SC plasmid (ranging either from 2.76 × 108 to 2.76 × 104 copies per reaction, or from 2.76 × 107 to 2.76 × 103 copies per reaction). A QuantStudio 7 Pro system (Applied Biosystems™) was used for thermal cycling and data capture with the following program: 2 minutes at 50oC, 2 minutes at 95oC; followed by 40 cycles of: 15 seconds at 95oC, 1 minute at 60oC. The melt program used was: 95oC for 15 seconds (ramp rate: 1.6oC / second), 60oC for 1 minute (1.6oC / second), 95oC for 15 seconds (ramp rate: 0.15oC / second). Cover temperature was set to 105oC.
Design and Analysis Software Version 2.6.0 (Applied Biosystems™) was used for preliminary analysis such as inspection of melt curves and triplicate wells, and to confirm absence of signal in no-template control wells. All further analysis was executed in Excel (Microsoft Corporation 2023). Data from time point samples was analyzed with a relative quantification approach as described by Taylor et al. (2019). Gene expression for each of the transcriptional targets was calculated in HS samples, normalized to Luc-1 and S1 and using time point-paired SS samples as controls. Plate-specific amplification efficiency, based on control plasmid standards, were used in standard normalized gene expression (NGE) calculations, as described by Taylor et al. (2019). To assess assay efficiency of RNA recovery and reverse transcription, Cq values generated from, S1, and Luc-1 primer sets were additionally interpreted as absolute target copy numbers via Formula 3.
[Formula 3] CN = 10[Cq – y intercept]/slope