Abstract
Soil may serve as an environmental reservoir for prion infectivity and contribute to the horizontal transmission of prion diseases (transmissible spongiform encephalopathies [TSEs]) of sheep, deer, and elk. TSE infectivity can persist in soil for years, and we previously demonstrated that the disease-associated form of the prion protein binds to soil particles and prions adsorbed to the common soil mineral montmorillonite (Mte) retain infectivity following intracerebral inoculation. Here, we assess the oral infectivity of Mte- and soil-bound prions. We establish that prions bound to Mte are orally bioavailable, and that, unexpectedly, binding to Mte significantly enhances disease penetrance and reduces the incubation period relative to unbound agent. Cox proportional hazards modeling revealed that across the doses of TSE agent tested, Mte increased the effective infectious titer by a factor of 680 relative to unbound agent. Oral exposure to Mte-associated prions led to TSE development in experimental animals even at doses too low to produce clinical symptoms in the absence of the mineral. We tested the oral infectivity of prions bound to three whole soils differing in texture, mineralogy, and organic carbon content and found soil-bound prions to be orally infectious. Two of the three soils increased oral transmission of disease, and the infectivity of agent bound to the third organic carbon-rich soil was equivalent to that of unbound agent. Enhanced transmissibility of soil-bound prions may explain the environmental spread of some TSEs despite the presumably low levels shed into the environment. Association of prions with inorganic microparticles represents a novel means by which their oral transmission is enhanced relative to unbound agent.
Author Summary
Transmissible spongiform encephalopathies (TSEs) are a group of incurable neurological diseases likely caused by a misfolded form of the prion protein. TSEs include scrapie in sheep, bovine spongiform encephalopathy (“mad cow” disease) in cattle, chronic wasting disease in deer and elk, and Creutzfeldt-Jakob disease in humans. Scrapie and chronic wasting disease are unique among TSEs because they can be transmitted between animals, and the disease agents appear to persist in environments previously inhabited by infected animals. Soil has been hypothesized to act as a reservoir of infectivity and to bind the infectious agent. In the current study, we orally dosed experimental animals with a common clay mineral, montmorillonite, or whole soils laden with infectious prions, and compared the transmissibility to unbound agent. We found that prions bound to montmorillonite and whole soils remained orally infectious, and, in most cases, increased the oral transmission of disease compared to the unbound agent. The results presented in this study suggest that soil may contribute to environmental spread of TSEs by increasing the transmissibility of small amounts of infectious agent in the environment.
Introduction
Bovine spongiform encephalopathy, human Creutzfeldt-Jakob disease and kuru, sheep scrapie, and chronic wasting disease of deer, elk, and moose belong to the class of fatal, infectious neurodegenerative diseases known as transmissible spongiform encephalopathies (TSEs) or prion diseases [1,2]. The precise nature of the etiological agent of these diseases remains controversial, but most evidence points to a misfolded isoform of the prion protein (PrPTSE) as the major, if not sole, component of the pathogen [3].
Sheep scrapie and cervid (deer, elk, and moose) chronic wasting disease are distinct among TSEs because epizootics can be maintained by horizontal transmission from infected to naïve animals [4–6], and transmission is mediated, at least in part, by an environmental reservoir of infectivity [7–10]. The presence of an environmental TSE reservoir impacts several epidemiological factors including contact rate (the frequency animals come in contact with the disease agent), duration of exposure (time period over which animals come in contact with the pathogen), and the efficiency of transmission (the probability that an exposed individual contracts the disease).
The oral route of exposure appears responsible for environmental transmission of chronic wasting disease and scrapie [6,11]; the propagation of bovine spongiform encephalopathy epizootics (feeding TSE-infected meat and bonemeal to cattle); the appearance of variant Creutzfeldt-Jacob disease in humans and feline spongiform encephalopathy in cats (presumably by consumption of bovine spongiform encephalopathy–infected beef) [12,13]; the spread of kuru among the Fore of Papua New Guinea (ritualistic endocannibalism [14–16]); and outbreaks of transmissible mink encephalopathy (TME) in farm-reared mink [17]. Following consumption, TSE agent is sampled by gut-associated lymphoid tissue, such as Peyer's patches or isolated lymphoid follicles, and accumulates in lymphatic tissues before entering the central nervous system via the enteric nervous system [18–20]. While ingestion is a biologically relevant TSE exposure route, oral dosing is a factor of ~105 less efficient than intracerebral inoculation in inducing disease in rodent models [21]. The amounts of TSE agent shed into the environment are presumably small. The assumed low levels of TSE agent in the environment and the inefficiency of oral transmission have led to uncertainty about the contribution of environmental reservoirs of infectivity to prion disease transmission.
We and others have hypothesized that soil may serve as a reservoir of TSE infectivity [8,9,22,23]. Deliberate and incidental ingestion of soil by ruminants can amount to hundreds of grams daily [24,25]. Prions enter soil environments via decomposition of infected carcasses [8,26], alimentary shedding [11,27,28], deliberate burial of diseased carcasses/material [29], and possibly, urinary excretion [30]. TSE agent persists for years when buried in soil [26]. The disease-associated prion protein sorbs to soil particles [22,31,32], and the interaction of PrPTSE with the common aluminosilicate clay mineral montmorillonite (Mte) is remarkably avid [22]. Despite this strong binding, PrPTSE–Mte complexes are infectious when inoculated into brains of recipient animals [22].
For TSEs to be transmitted via ingestion of prion-contaminated soil, prions bound to soil components must remain infectious by the oral route of exposure. We therefore investigated the oral infectivity of Mte- and soil-bound prions. We examined the effects of prion source (viz. infected brain homogenate [BH] and purified PrPTSE) and dose on disease penetrance (proportion of animals eventually exhibiting clinical TSE symptoms) and incubation period (time to onset of clinical symptoms) in experiments with Mte. We investigated the oral infectivity of soil particle–bound prions to Syrian hamsters using four dosing regimes: (1) infected BH mixed with Mte (BH–Mte mixtures), (2) isolated complexes of purified PrPTSE bound to Mte (PrPTSE–Mte complexes), (3) purified PrPTSE mixed with Mte (PrPTSE–Mte mixtures), and (4) PrPTSE mixed with each of three whole soils (PrPTSE–soil mixtures). The rationale for each dosing regime is described below. Survival analysis was used to assess risk of clinical disease manifestation and quantify differences in effective titer. Application of survival analysis to oral bioassays of TSE transmissibility is discussed in Figure S1 and Text S1.
Results
Oral Infectivity of BH–Mte Mixtures
To examine the effect of Mte on the oral transmissibility of prions in BH, we incubated infected BH with clay particles for 2 h to allow sorption of the agent; controls lacking Mte were treated identically [22]. Three doses of 10% BH (30, 3, and 0.3 μL) were assayed. Diminished gastrointestinal bioavailability was expected to be evidenced by significant lengthening of incubation period, reduced disease penetrance, or both. Binding of either 30 or 3 μL of brain material to Mte yielded disease penetrance and incubation periods similar to BH alone (Figure 1A and 1B), a finding consistent with our previous report that a substantial fraction of PrPTSE in clarified BH binds to Mte and that Mte-bound prions remain infectious [22].
Surprisingly, at the lowest BH dose (0.3 μL, Figure 2), sorption of TSE agent to Mte enhanced transmission, increasing disease penetrance and shortening incubation period. Adjusted for the amount of BH administered and combined across doses, Mte significantly enhanced oral transmissibility (p < 0.0001). Survival analysis indicated the risk of clinical disease manifestation relative to Mte-free controls was 3.03 (95% confidence interval [CI]: 1.68, 5.45), signifying an increase in the effective titer of TSE agent. While the influence of Mte was significant when tested across all BH doses, the effect was most readily observed at 0.3 μL. The dose-dependent difference in the influence of Mte on transmissibility may be attributable to competition between macromolecules in BH (e.g., lipids, other proteins, nucleic acids) with PrPTSE for sorption sites on the clay surface. Such competition was evidenced by detection of unbound PrPTSE and other proteins in incubations of Mte with 30 and 3 μL BH (unpublished data).
Oral Infectivity of PrPTSE–Mte Complexes
To examine the influence of Mte on oral transmissibility without the interference of other macromolecules from brain homogenate, we purified PrPTSE and inoculated hamsters using two different dosing regimes. The first dosing regime (PrPTSE–Mte complexes) was designed to directly assay the infectivity of PrPTSE sorbed to Mte surfaces (i.e., the amount of unbound PrPTSE was minimized in treatments containing Mte). Purified PrPTSE was clarified to remove large aggregates, and after 2-h incubation with Mte, PrPTSE–Mte complexes were separated from unbound protein by centrifugation through a sucrose cushion [22]. Hamsters were orally challenged with the isolated PrPTSE–Mte complexes [22] or an amount of unbound clarified PrPTSE (200 or 20 ng) equivalent to that introduced into the clay suspension (Table 1). Immunoblot analysis of the inocula (Figure S2A) demonstrated that the amount of PrP in the unbound samples was not less than that in PrPTSE–Mte complexes.
Table 1.
Sorption of PrPTSE to Mte dramatically enhanced prion disease transmission (Table 1). Approximately 38% of animals receiving 200 ng of unbound clarified PrPTSE exhibited clinical symptoms with an incubation period for infected animals of 203 ± 33 (mean ± standard deviation) days post inoculation (dpi). In contrast, all animals orally dosed with an equivalent amount of Mte-bound PrPTSE manifested disease symptoms (incubation period = 195 ± 37 dpi), an enhancement of transmission comparable to that observed for the lowest BH dose (Figure 2). Animals inoculated with Mte alone or 10-fold less unbound clarified PrPTSE (20 ng) remained asymptomatic throughout the course of the experiment (>365 dpi), whereas 20 ng of clarified PrPTSE adsorbed to Mte produced TSE infection in 17% of animals. These data establish not only that the Mte-bound prions remain infectious via the oral route of exposure, but that agent binding to Mte increases disease penetrance, enhancing the efficiency of oral transmission.
Oral Infectivity of PrPTSE–Mte Mixtures
The second oral dosing regime using purified PrPTSE (PrPTSE–Mte mixtures) was designed to ensure that treatments with and without Mte contained equivalent PrPTSE doses. These experiments differed from those above in two important aspects. First, PrPTSE–Mte complexes were not separated from suspension prior to inoculation so that comparable amounts of infectious agent were administered to both treatment groups. In the first dosing regime, some PrPTSE may have been lost during sedimentation of PrPTSE–Mte complexes (Figure S2A). Second, the purified prion preparation was not clarified and therefore contained a range of PrPTSE aggregate sizes. The sizes of PrPTSE aggregates attached to Mte particles were expected to be more heterogeneous than those in the first dosing regime.
Compared to Mte-free controls, administration of purified PrPTSE mixed with Mte increased disease penetrance at all doses and shorted incubation times in the 1-μg PrPTSE treatment (Figure 3A). At the two lower doses (0.1 and 0.01 μg PrPTSE), binding of the agent to Mte dramatically increased disease penetrance (31%) at PrPTSE doses failing to yield clinical infection in 31 of 32 animals in the absence of the clay mineral (Figure 3B and 3C). Comparison of the survival curves in Figure 3A and 3C indicates that the 0.01-μg PrPTSE–Mte mixture was at least as infectious as 1-μg PrPTSE Mte-free samples, suggesting that sorption of purified PrPTSE to Mte enhanced transmission by a factor of ≥100.
To quantify the contributions to changes in relative risk of prion dose and agent sorption to Mte, we constructed a multivariate Cox proportional hazards model with two covariates: log10 PrPTSE dose and Mte presence (Table 2). Each log10 increase in PrPTSE dose multiplies the relative risk by a factor of ~2 (i.e., a 10-fold increase in dose approximately doubles the risk of infection). Notably, sorption of purified PrPTSE to Mte multiplies the relative risk by a factor of ~8. These values allowed computation of a multiplicative equivalence factor between PrPTSE dose and Mte presence in the inoculum. Expressed in terms of PrPTSE dose, addition of Mte to the inoculum is equivalent to multiplying the PrPTSE dose by a factor of 680 (95% CI 16, ∞); that is, inclusion of Mte increases the effective titer of a given PrPTSE dose by 680-fold. Estimates of effective titer span a wide range (95% CI 16, ∞), and the present data do not allow us to place an upper bound on the increased risk associated with the presence of Mte in a sample. At a minimum, effective titer increased by 1.2 orders of magnitude, but the effect could be substantially larger. The best estimate of the Cox analysis represents a 2.8 order-of-magnitude increase in effective titer.
Table 2.
Strain Properties
Oral administration of Mte-bound PrPTSE did not appear to alter strain properties. Following limited proteinase K (PK) digestion, many PrPTSE strains can be discriminated by the size and glycoform pattern of PK-resistant core of PrPTSE (PrP-res) [33–36]. Strain differences are also manifested in specific clinical symptoms. At the conclusion of the oral transmission experiments described above, the brains of clinically infected animals were assayed for PrP-res by immunoblotting (Figure S3). Differences in the molecular mass and glycoform distribution of PrP-res were not apparent between the treatment groups. Furthermore, clinical presentation of disease (symptoms or length of clinically positive period) did not differ between treatments.
The experiments described above were conducted using the Hyper (HY) strain of hamster-adapted TME agent (PrPHY). To further examine the strain stability of Mte-bound PrPTSE, we employed the Drowsy (DY) strain of hamster-passaged TME agent (PrPDY) to investigate the molecular mass of PrP desorbed from Mte and the effect of this clay mineral on oral transmissibility [35,36]. We previously reported the N-terminal cleavage of PrPHY extracted from Mte yielding a product similar in size to PK-digested PrPHY [22]. PK digestion of PrPHY and PrPDY results in products of characteristically different molecular masses [35,36]: the length of the PrPHY digestion product exceeds that of PrPDY by at least ten amino acids [35,36]. We found that extraction of bound PrPDY from Mte resulted in a product similar in molecular mass to PrPDY cleaved by PK (Figure 4). These data are consistent with the idea that strain properties are preserved when PrPTSE binds to Mte. DY agent is not orally transmissible [37], and we find that sorption of DY to Mte does not facilitate oral transmission (Text S1).
Oral Transmission of PrPTSE Bound to Whole Soils
Natural soils are composed of a complex mixture of inorganic and organic components of various particle sizes. Smectitic clays such as Mte are important constituents of many natural soils and contribute significantly to their surface reactivity [38]. In natural soils, metal oxide and organic matter often coat smectite surfaces and may alter their propensity to bind PrPTSE. Furthermore, additional sorbent phases may be important in the binding of TSE agents to whole soils. We previously demonstrated that PrPTSE binds to whole soils of varying texture, mineralogy, and organic carbon content [22]. To examine the impact of agent binding to whole soil on oral TSE transmission, we incubated 1 μg of purified PrPTSE with each of three whole soil samples (Elliot, Dodge, and Bluestem soils) to allow sorption, and then orally dosed hamsters with the PrPTSE–soil mixtures. Soil-bound TSE agent remained infectious perorally, and two of the soils significantly enhanced oral disease transmission (Figure 5). Hazard ratios between Elliot (4.76 [95% CI: 1.38–16.4], p = 0.019) and Bluestem (6.04 [95% CI: 1.59–22.9], p = 0.013) soils and unbound PrPTSE indicate a significant increase in transmissibility, but no difference for the Dodge soil (1.66 [95% CI: 0.52–1.66], p = 0.578). The hazard ratios for the Elliot and Bluestem soils did not differ from one another (0.79 [95% CI: 0.19–3.25], p = 0.543) indicating statistical equivalence in transmissibility. The limited numbers of animals in the treatment groups precluded derivation of a multiplicative equivalence factor to equate the presence of Elliot or Bluestem soil with dose of infectious agent; however, substantially more animals in the Elliot and Bluestem treatment groups (14 of 16 animals, 87.5% penetrance) displayed clinical symptoms compared to the unbound PrPTSE treatment group (two of eight animals, 25% penetrance).
Discussion
These experiments address the critical question of whether soil particle–bound prions are infectious by an environmentally relevant exposure route, namely, oral ingestion. Oral infectivity of soil particle–bound prions is a conditio sine qua non for soil to serve as an environmental reservoir for TSE agent. The maintenance of infectivity and enhanced transmissibility when TSE agent is bound to the common soil mineral Mte is remarkable given the avidity of the PrPTSE–Mte interaction [22]. One might expect the avid interaction of PrPTSE with Mte to result in the mineral serving as a sink, rather than a reservoir, for TSE infectivity. Our results demonstrate this may not be the case. Furthermore, sorption of prions to complex whole soils did not diminish bioavailability, and in two of three cases promoted disease transmission by the oral route of exposure. While extrapolation of these results to environmental conditions must be made with care, prion sorption to soil particles clearly has the potential to increase disease transmission via the oral route and contribute to the maintenance of TSE epizootics.
Two of three tested soils potentiated oral prion disease transmission. The reason for increased oral transmissibility associated with some, but not all, of the soils remains to be elucidated. One possibility is that components responsible for enhancing oral transmissibility were present at higher levels in the Elliot and Bluestem soils than in the Dodge soil. The major difference between the Dodge soil and the other two soils was the extremely high natural organic matter content of the former (34%, [22]). The Dodge and Elliot soils contained similar levels of mixed-layer illite/smectite, although the contribution of smectite layers was higher in the Dodge soil (14%–16%, [22]). The organic matter present in the Dodge soil may have obstructed access of PrPTSE to sorption sites on smectite (or other mineral) surfaces.
The mechanism by which Mte or other soil components enhances the oral transmissibility of particle-bound prions remains to be clarified. Aluminosilicate minerals such as Mte do not provoke inflammation of the intestinal lining [39]. Although such an effect is conceivable for whole soils, soil ingestion is common in ruminants and other mammals [25]. Prion binding to Mte or other soil components may partially protect PrPTSE from denaturation or proteolysis in the digestive tract [22,40] allowing more disease agent to be taken up from the gut than would otherwise be the case. Adsorption of PrPTSE to soil or soil minerals may alter the aggregation state of the protein, shifting the size distribution toward more infectious prion protein particles, thereby increasing the specific titer (i.e., infectious units per mass of protein) [41]. In the intestine, PrPTSE complexed with soil particles may be more readily sampled, endocytosed (e.g., at Peyer's patches), or persorbed than unbound prions. Aluminosilicate (as well as titanium dioxide, starch, and silica) microparticles, similar in size to the Mte used in our experiments, readily undergo endocytotic and persorptive uptake in the small intestine [42–44]. Enhanced translocation of the infectious agent from the gut lumen into the body may be responsible for the observed increase in transmission efficiency.
Survival analysis indicated that when bound to Mte, prions from both BH and purified PrPTSE preparations were more orally infectious than unbound agent. Mte addition influenced the effective titer of infected BH to a lesser extent than purified PrPTSE. Several nonmutually exclusive factors may explain this result: (1) other macromolecules present in BH (e.g., lipids, nucleic acids, other proteins) compete with PrPTSE for Mte binding sites; (2) prion protein is more aggregated in the purified PrPTSE preparation than in BH [45], and sorption to Mte reduces PrPTSE aggregate size, increasing specific titer [41]; and (3) sorption of macromolecules present in BH to Mte influences mineral particle uptake in the gut by altering surface charge or size, whereas the approximately 1,000-fold lower total protein concentration in purified PrPTSE preparations did not produce this effect.
We previously showed that other inorganic microparticles (kaolinite and silicon dioxide) also bind PrPTSE [22]. All three types of microparticles are widely used food additives and are typically listed as bentonite (Mte), kaolin (kaolinite), and silica (silicon dioxide). Microparticles are increasingly included in Western diets. Dietary microparticles are typically inert and considered safe for consumption by themselves, do not cause inflammatory responses or other pathologies, even with chronic consumption, and are often sampled in the gut and transferred from the intestinal lumen to lymphoid tissue [39,46,47]. Our data suggest that the binding of PrPTSE to dietary microparticles has the potential to enhance oral prion disease transmission and warrants further investigation.
In conclusion, our results provide compelling support for the hypothesis that soil serves as a biologically relevant reservoir of TSE infectivity. Our data are intriguing in light of reports that naïve animals can contract TSEs following exposure to presumably low doses of agent in the environment [5,7–9]. We find that Mte enhances the likelihood of TSE manifestation in cases that would otherwise remain subclinical (Figure 3B and 3C), and that prions bound to soil are orally infectious (Figure 5). Our results demonstrate that adsorption of TSE agent to inorganic microparticles and certain soils alter transmission efficiency via the oral route of exposure.
Materials and Methods
TSE agent source.
Syrian hamsters (cared for according to all institutional protocols) were experimentally infected with the HY or DY strain of hamster-adapted TME agent [48]. Brain homogenate, 10% w/v, was prepared in 10 mM NaCl. PrPTSE was purified to a P4 pellet from brains of hamsters infected with the HY strain using a modification of the procedure described by Bolton et al. [49,50]. The P4 pellet prepared from four brains was resuspended in 1 mL of 10 mM Tris (pH 7.4) with 130 mM NaCl. In the subset of experiments using PrPTSE–Mte complexes, larger prion aggregates were removed from the preparation by collecting supernatants from two sequential 5-min centrifugations at 800 g (clarification). Protein concentrations were determined using the Bio-Rad (http://www.bio-rad.com) DC protein assay as directed by the manufacturer's instructions.
Preparation of inocula and oral dosing.
Four types of Mte- or soil-containing inocula were prepared: BH–Mte mixtures, PrPTSE–Mte mixtures, PrPTSE–soil mixtures, and PrPTSE–Mte complexes (see below). To prepare mixtures of BH or PrPTSE with Mte, the indicated amount of 10% brain homogenate (Figures 1 and 2) or PrPTSE (Figure 3) was added to 500 μL of 10 mM NaCl in the presence or absence of 500 μg of Na+-saturated Mte (particle hydrodynamic diameter = 0.5–2 μm) (prepared per [51]). Mixtures of PrPTSE and whole soils (Figure 5) were prepared by adding 1 μg of PrPTSE to 500 μL of 5 mM CaCl2 in the presence or absence of 1 mg of each soil type. Samples were rotated at ambient temperature for 2 h, like samples were pooled, and the equivalent of 500 μg of Mte or 1 mg of whole soil was orally inoculated into each hamster. We previously showed that absorption of purified PrPTSE to Mte was complete within 2 h [22].
Isolated PrPTSE–Mte complexes were prepared as previously described [22]. Briefly, the indicated amount of clarified PrPTSE (200 or 20 ng, Table 1) was added to 500 μg of Mte in 10 mM NaCl (500 μL final volume) per sample. Mixtures were rotated at ambient temperature for 2 h. Each PrPTSE–Mte suspension was placed over a 750-mM sucrose cushion prepared in 10 mM NaCl and centrifuged at 800 g for 7 min to sediment mineral particles and adsorbed PrPTSE. PrPTSE–Mte complexes were resuspended in 500 μL of 10 mM NaCl and pooled. The equivalent of 500 μg of Mte was orally inoculated into each hamster. To control for potential sedimentation of unbound PrPTSE, “mock” samples lacking Mte were processed identically, and any sedimented material was inoculated into hamsters. As a positive control, unbound PrPTSE (200 or 20 ng) was orally administered to hamsters. All oral inoculations were via pipette and voluntary consumption. Following oral dosing, hamsters were observed twice weekly for the onset of clinical symptoms [48] for at least 300 d, a period of time found sufficient to observe most or all clinical cases [52].
Immunoblotting.
Immunoblotting was performed as previously described [22]. Briefly, proteins were separated by SDS-PAGE (4%–20% gradient for analysis of inocula, 15% for analysis of brain PrP), transferred to polyvinyl difluoride membranes, and immunoblotted with the PrP-specific antibody 3F4 (1:40,000 dilution). Detection was achieved with HRP-conjugated goat anti-mouse immunoglobulin G.
Analysis of PrPTSE inocula.
The quantity and characteristics of PrPTSE dosed in Table 1 and Figure 3 were compared by immunoblot analysis (Figure S2A and S2B). For both unbound and Mte-bound PrPTSE inocula, a 50- μL aliquot (one-tenth the total volume) of each 200-ng or 1-μg sample of PrPTSE (Figure 3 and Table 1, respectively) was removed following the 2-h incubation. Samples with 20 ng PrPTSE were not consistently detectable by immunoblot analysis. Mte was sedimented by 1-min centrifugation at 14,000 g, and PrP was extracted for 10 min in 5 μL of 10× sample buffer (100 mM Tris [pH 8.0], 10% SDS, 7.5 mM EDTA, 100 mM dithiothreitol, and 30% glycerol) at 100 °C. While still hot, Mte was sedimented by brief centrifugation, and the supernatant containing extracted PrP was diluted with 10 mM NaCl to a total volume of 50 μL. Sample buffer was added to the unbound PrPTSE samples to a 1× final concentration, and samples were heated at 100 °C for 10 min prior to SDS-PAGE and immunoblotting. Analysis of the sorption of PrPHY and PrPDY from brain homogenate to Mte was performed as previously described [22].
Analysis of PK-resistant PrP.
Brains from hamsters orally dosed with unbound PrPHY or Mte-bound PrPHY were homogenized to 10% w/v in PBS. For samples without PK, 10 μL of BH was mixed 1:1 with 10× sample buffer and heated at 100 °C for 5 min. Other samples (30 μL) were treated with PK (50 μg·mL−1) for 30 min at 37 °C. Phenylmethylsulfonyl fluoride was added to achieve a concentration of 1 mM to block PK activity, and samples were diluted 1:1 with 10× sample buffer and heated at 100 °C for 5 min prior to SDS-PAGE and immunoblotting.
Survival analysis.
Multivariate Cox proportional hazards regressions [53] were used to estimate the effects of PrPTSE dose (using log10 PrPTSE dose as a continuous variable) and Mte inclusion on times to onset of clinical symptoms [54]. Several diagnostic procedures were performed to assess the validity of the Cox regressions. First, interaction in the statistical model between Mte and PrPTSE dose was tested and found to be far from significant (p = 0.92); this interaction was therefore excluded from further consideration. Second, comparison of the linear fit with the three-level dose factor indicated that the nonlinearity of the log10 prion dose covariate was nonsignificant (p = 0.21); log10 prion dose was therefore retained as a continuous covariate. Last, cumulative hazard curves were approximately parallel and simple diagnostics for proportionality [53] showed the assumption of linearity to be appropriate.
Equivalence factors (the dose multiplier equal in effect to adding Mte to a sample) can be derived as 10 raised to the inverse ratio of the Mte and dilution coefficients. A 95% CI for the ratio was generated using Fieller's method and then exponentiated to produce a CI for the factor [53]. All Cox analyses were performed using S-PLUS version 3.4 [55].
Supporting Information
Accession Number
The GenBank (http://www.ncbi.nlm.nih.gov) accession number for PrP is M14054.
Acknowledgments
We thank Richard Rubenstein (SUNY Downstate Medical Center) for the gift of mAb 3F4 and Joel Swenson, Marwa Bassiouni, and Laura Sullivan for technical assistance. We thank Juan Gao for preparing the Mte.
Abbreviations
- BH
brain homogenate
- CI
confidence interval
- dpi
day post-inoculation
- Mte
montmorillonite
- PK
proteinase K
- PrP
prion protein
- PrPDY
Drowsy TSE agent–associated prion protein
- PrPHY
Hyper TSE agent–associated prion protein
- PrP-res
proteinase K–resistant PrP
- PrPTSE
disease-associated prion protein
- TME
transmissible mink encephalopathy
- TSE
transmissible spongiform encephalopathy
Footnotes
Author contributions. CJJ, JAP, DM, and JMA conceived and designed the experiments. CJJ performed the experiments. CJJ and RJC performed the statistical analyses. JAP, RJC, and JMA contributed reagents/materials/analysis tools. CJJ, JAP, RJC, DM, and JMA analyzed the data and wrote the paper.
Funding. This work was supported by DOD grants DAMD17-03-1–0294 to DM and DAMD17-03-1–0369 to JMA.
Competing interests. The authors have declared that no competing interests exist.
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