Abstract
Chronic infection with the intracellular parasite Toxoplasma gondii produces an accumulation of cysts in the brain and muscle, causing tissue damage. The cysts in the brain motor regions affect some kinematic locomotion parameters in the host. To localize the brain cysts from Toxoplasma gondii and study the changes in kinematic locomotion in C57BL/6 mice. Female adult C57BL/6 mice were infected orally with 30 ME-49 Toxoplasma gondii cysts. An uninfected group (n = 7) and two infected groups, examined 15 and 40 days postinfection, were used for this study. To evaluate kinematic locomotion, the mice were marked with indelible ink on the iliac crest, hip, knee, ankle, and phalangeal metatarsus of the left and right hindlimbs. At least three recordings were carried out to obtain videos of the left and right hindlimbs. Mice were video recorded at 90 fps at a resolution of 640 × 480 pixels while walking freely in a transparent Plexiglass tunnel. We measured the hindlimb pendular movement and the hindlimb transfer [linear displacement] curves for each step and evaluated them statistically with Fréchet dissimilarity tests. Afterward, the mice were sacrificed, and the brain, heart, skeletal muscle, lung, liver, and kidney were obtained. The different tissues were stained with hematoxylin and eosin for analysis with optical microscopy. Topographic localization of the cysts was made using bregma coordinates for the mouse brain. The cysts were distributed in several brain regions. In one mouse, cyst accumulation occurred in the hippocampus, coinciding with an alteration in foot displacement. The step length was different among the different studied groups.
Keywords: Toxoplasma infection, locomotion, kinematic, acute, chronic, mice
1. Introduction
Toxoplasma gondii (T. gondii) is an obligate intracellular protozoan parasite that infects both humans and animals. Toxoplasma is transmitted orally, through a transplacental pathway or blood transfusion or via transplant [1]. A third of the world’s population has been affected by this parasite.
T. gondii reproduces sexually in the small intestine of the cat, forming immature oocysts that are eliminated in the cat’s feces. Once mature, it is highly infectious via contaminated food ingestion. The asexual reproductive cycle of T. gondii is binary, forming tachyzoites. Chronic infection causes the formation of cysts in the muscle and brain.
The forms of bradyzoites inside a tissue cyst are important in the life cycle and for the transmission of toxoplasmosis. In immunocompetent organisms, tissue cysts predominate during chronic infection; however, these cysts are produced early in the infection. In mice, tissue cysts form 2 or 3 days after the parenteral inoculation of tachyzoites. The formation of bradyzoites is after the oral ingestion of oocysts. The tissue cysts form between 5 and 6 days after the ingestion of the bradyzoites.
Once formed, tissue cysts persist for a long time, perhaps throughout the life of the host. It has been suggested that an occasional rupture of the tissue cysts occurs, releasing the bradyzoites. The location and number of tissue cysts in animals differ depending on the strain of T. gondii.
Several authors have shown that chronic toxoplasmosis in mammals causes deficits such as learning alterations, loss of sensory attention, impaired spatial memory, motor performance, and increased anxiety [2,3,4,5].
Previous studies have reported heterogeneous cyst distribution in the mouse brain. Cysts were found in the olfactory bulb, entorhinal, somatosensory, motor, orbital, frontal and visual cortices. Cysts were also found in the hippocampus and in the amygdala, which could be related to behavioral alterations. Toxoplasma gondii also produces a significant deficit in motor coordination, balance, and gait [6,7]. Brain histopathological lesions are Toxoplasma strain-dependent. It was observed 18 weeks postinfection that cysts were distributed throughout the brain without selective tropism [2]. They also produced a sensorimotor deficit in C57BL/6 mice infected with the ME-49 Toxoplasma strain: the mean stride length and the number of rear paw drags were significantly different between T. gondii-infected and control mice [8]. It has been reported that animals with brain cysts reach higher locomotion speeds and have an initial acceleration during the first second of movement that is twice that of control groups [9]. It is of great interest to study different kinematic parameters, such as articular angular changes, stride length, limb linear to displacement and histological changes in several tissues.
Histopathology in the brains of mice infected with Toxoplasma gondii shows endothelial hypertrophy and gliosis [10]. The T. gondii ME-49 strain produces cortical and subcortical lesions. The most prominent pathological change was cellularity due to transmigration of peripheral inflammatory cells to the brain. Cyst presence produces parenchymal hemorrhage, edema, and limited degeneration of the cortical neurons.
In the spinal cord, histopathological examinations revealed that lesions are similar to those observed in the brain, with the presence of many infiltrated inflammatory cells [11].
Infection of skeletal muscle cells by T. gondii is due to the differentiation from the highly replicative tachyzoites to dormant bradyzoites, and tissue cyst formation is needed for parasite persistence in muscle tissue [12].
Experimentally, in mice infected with Toxoplasma, changes in the muscular capillaries including loss of the endothelial wall, occlusion of the lumen, and necrosis have been observed. Motor endplates are abnormal, muscle fiber atrophy varies from light to severe, and endplates show terminal axon damage and modified postsynaptic regions [13]. The described damage can affect host locomotion.
The purpose of this study is to quantitatively establish kinematic alterations in mice acutely and chronically infected with the ME-49 strain of Toxoplasma. The second purpose will be histopathological analysis was also performed in the brain, liver, lung and muscle tissues to study the damage in these tissues. The damage of different organs as: heart, skeletal muscle, lungs, and other tissues can be implied in locomotion alterations.
2. Material and Methods
2.1. Ethical Aspects
This study was carried out in strict accordance with the recommendations of Official Mexican Standards NOM-067. The protocol was approved with registration number CI-07618. All animal experiments were approved by the biosafety, research, and ethics committees of the University Center of Health Sciences of the University of Guadalajara, with number CUCS/CINV/0457/18, 11 December 2018.
2.2. Cysts
Female mice C57BL/6 (wt) of 8–10 weeks of age, were fed ad libitum, under conditions of 12 h light/dark in the bioterium of the Ophthalmology Institute “Foundation of Private Assistance Count of Valenciana I.A.P. Cysts were obtained from oral infected mice at 42 days post-infection. The mice were anesthetized with pentobarbital, intraperitoneally, and then sacrificed. Cysts were harvested from infected brain mice. The brain tissues were homogenized and washed twice with PBS, and low virulence cysts of Toxoplasma gondii were obtained, which were used to infect all the experimental mice.
2.3. Experimental Groups
All experiments were conducted in eight-week-old, adult, female C57BL/6 mice obtained from the Institute of Ophthalmology Conde de Valenciana I.A.P., México City, México. Three groups of mice were studied: Groups 1 and 2 were orally infected with a dose of 30 cysts. In Group 1 (N = 7), the mice were sacrificed 15 days postinfection and were named the acute-infected group. In Group 2 (N = 12), the mice were sacrificed 40 days postinfection and were named chronic-infected group. Group 3 (N = 7) was the uninfected mice (control group).
2.4. Locomotion Studies
All mice from the three groups were marked with nontoxic indelible ink in the (A) iliac crest, (B) the hip, (C) the knee, (D) the ankle, and (E) the phalangeal metatarsus, in both the left and right hindlimbs (Figure 1A). Mice were video recorded at 90 fps at a resolution of 640 x 480 pixels while walking freely in a transparent Plexiglass tunnel [14,15].
The marks on the mice were manually annotated on each frame of the videos using proprietary software developed by our research group, and marks were used to track their displacement in the horizontal and vertical directions during mouse movements (Figure 1B). The duration and covered distance of the translation phase for all steps for each group were computed. Step length was divided and evaluated in pixels. Then, transformed into centimeters and plotted in the ordinate, the different mice groups were plotted on the abscissa.
The translation phase patterns of the marks of all mice were compared by two means: the analysis of the pendulum-like movement [16,17] that is measured as the curve corresponding to the changes in the angle resulting from connecting points A and E with respect to time (Figure 1C), and the analysis of the joint transitions that was performed by computing curves corresponding to the amplitude of the joints movement in the horizontal and vertical directions across time (Figure 1B).
Steps length and speed can be different among mice. Therefore, to evaluate the joints, motion patterns were necessary to normalize the curves. We divided the steps using 20 points at equal time bins during the step cycle. The beginning of the translation phase corresponded to the 0% step cycle, and the point was corresponding to the end of the translation phase corresponded to 100% of the step cycle (Figure 1D).
Statistics for all normalized curves corresponding to each mark of the control group mice were computed for analyses. Then, each bin corresponding to chronic- and acute-infected mice was compared with respect to the statistics of the control curves [15,16].
2.5. Statistical Analysis
To validate the data normality we used the Kolmogorov-Smirnov Test. Our data are normally distributed (p-value of 0.08). Then, we performed a t-test with a 95% confidence level (α = 0.05) to determine if statistically significant differences existed between the control vs chronic and control vs acute groups [15].
2.6. Histopathological Samples
Mice infected and remaining alive for 15 (N = 7) days and those surviving for 40 (N = 12) days, as well as mice in the control group (N = 7), were anesthetized with isofluorane and sacrificed. Subsequently, a craniotomy of the mouse was performed to extract the brain, while other organs such as the heart, skeletal muscle, lung, liver, and kidney were also extracted; they were washed with saline solution before formol fixation. Then, the brains were placed in tubes containing PBS at 10% until the sample was covered. Twenty-four hours later, samples were washed with distilled water and then fixed. PBS was replaced with 70% alcohol. Samples were embedded in paraffin to obtain 0.5-micron slices [6].
2.7. Staining with Hematoxylin and Eosin
The slides were placed in a hematoxylin container (Sigma Aldrich, Darmstadt, Germany) for two minutes, and then, the excess was removed with distilled water. The slices were submerged for a three-second period in acid alcohol (1% HCl in 70% alcohol), washed with water, and then immersed in yellow eosin (Sigma) for a minute and a half before being washed with tap water for thirty seconds. For dehydration, passages were made in increasing gradients of alcohol and xylol as follows: 70% alcohol for 3 s, 90% alcohol for 3 s, 96% alcohol for 3 min, twice in 100% alcohol for 5 min, and then twice in xylol for 5 min. Finally, combined with entellan, the obtained cuts were observed under a microscope (Carl-Zeiss Oberkochen, Germany) at 10 X and 40 X.
The Histological analysis was qualitative. We name four categories (Absent, Mild, Moderate, and Severe). The categories were established according to the morphological severity damage and the number of affected cases. The topographical location of cysts in the brains of infected mice was localizated using the bregma coordinates of the mouse brain [18].
3. Results
3.1. Step and Displacement Analysis
There were no significant differences among the studied groups in pendular movement (not shown). In contrast, the results indicated a statistically significant difference in the step length of control vs chronically infected mice, as well as between the control and acute groups in the left and right hindlimbs (Figure 2 and Figure 3).
In the box plot graphics, 75% of the data are placed in each box, and the median and its respective standard deviations are calculated and platted. Statistically significant differences existed between the control vs chronic and control vs acute groups (Figure 4).
The curves for linear hindlimb displacement in infected mice were similar among the control and experimental groups. However, there was a relevant difference in the pattern of the curve for the foot displacement of mouse 7 in the chronic group (Figure 5). Note that the amplitude of the metatarsal joint displacement (lifting up) curves was out of range, more extensive than that of the control group, as depicted in the box plots.
3.2. Brain Toxoplasma Cyst Distribution
The brain cyst distribution for this particular mouse is illustrated in Figure 6. T. gondii cysts were located in groups of three to four cysts in the hippocampus zone in the cuts of bregma −1.94 to 1.34. However, Toxoplasma was widely distributed in all brain zones.
In all mice, cysts were widely distributed in the brain. We analyzed several brain coronal cuts to observe the distribution of T. gondii cysts. The cuts were made from bregma −6.0 to 0.38. In general, the cysts were localized randomly in several brain zones, as illustrated in Figure 7.
Toxoplasma cysts were widely distributed in all brain regions, as illustrated in Table 1. However, some brain zones (hf, LH, PoDG, RSA, SIBF, S2, TeA, V1,ZID) were preferred. In these zones there were more than ten cysts per region.
Table 1.
Abbreviation Name | Left | Right | Total |
---|---|---|---|
3V 3rd ventricle | 1 | 1 | |
AAD anterior amygdaloid area, dorsal part | 3 | 3 | |
ACo anterior cortical amygdaloid nucleus | 1 | 1 | |
AHiAL amygdalohippocampal area, anterolateral part | 3 | 3 | |
AIP agranular insular cortex | 1 | 1 | |
alv alveus of the hippocampus | 2 | 2 | |
APTD anterior pretectal nucleus, dorsal part | 1 | 1 | |
ArcLP arcuate hypothalamic nucleus, lateroposterior part | 3 | 2 | 5 |
Au1 primary auditory cortex | 3 | 1 | 4 |
BLP basolateral amygdaloid nucleus, posterior part | 1 | 1 | |
BMA basomedial amygdaloid nucleus, anterior part | 1 | 1 | 2 |
BMP basomedial amygdaloid nucleus, posterior part | 1 | 1 | |
cc corpus callosum | 3 | 3 | |
CA1 field CA1 of hippocampus | 4 | 3 | 7 |
CA3 field CA3 of hippocampus | 5 | 5 | |
cg cingulum | 1 | 1 | |
Cg/RS cingulate/retrosplenial cortex | 2 | 2 | |
Cg2 cingulate cortex, area 2 | 6 | 6 | |
Cl claustrum | 3 | 3 | 6 |
CM central medial thalamic nucleus | 1 | 1 | |
cp cerebral peduncle, basal part | 2 | 6 | 8 |
CPu caudate putamen | 2 | 8 | 10 |
DEn dorsal endopiriform nucleus | 1 | 1 | |
df dorsal fornix | |||
DG dentate gyrus | 1 | 1 | 2 |
ec external capsule | 1 | 1 | |
FC fasciola cinereum | 2 | 2 | |
fi fimbria of the hippocampus | 4 | 4 | |
fr fasciculus retroflexus | 2 | 2 | |
Gem gemini hypothalamic nucleus | 1 | 2 | 3 |
Gi gigantocellular reticular nucleus | 1 | 1 | |
GI granular insular ex | 1 | 1 | |
hf hippocampal fissure | 10 | 7 | 17 |
ic internal capsule | 1 | 1 | |
IPAC interstitial nucleus of the posterior limb of the anterior commissure | 1 | 1 | |
LA lateroanterior hypothalamic nucleus | 1 | 1 | |
Ld lambdoid septal zone | 1 | 1 | |
IODM inferior olive, dorsomedial cell group | 1 | 1 | 2 |
LEnt lateral entorhinal cortex | 1 | 1 | |
LH lateral hypothalamic area | 11 | 7 | 18 |
LPLR lateral posterior thalamic nucleus, laterorostral part | 1 | 1 | 2 |
LVe latral vestibular nucleus | 1 | 1 | |
mcPV med amyg, postvent | 1 | 1 | |
MCPC magnocellular nucleus of posterior commissure | 2 | 2 | |
ml medial lemniscus | 4 | 3 | 7 |
mt mammillothalamic tract | 2 | 1 | 3 |
Or oriens layer of the hippocampus | 1 | 1 | 2 |
PF parafascicular thalamic nucleus | 2 | 2 | 4 |
PH posterior hypothalamic area | 6 | 6 | |
Po posterior thalamic nuclear group | 5 | 3 | 8 |
PoDG polymorph layer of the dentate gyrus | 15 | 12 | 27 |
PR prerubral field | 1 | 1 | |
PRh perirhinal cortex | 3 | 3 | 6 |
Rad stratum radiatum of the hippocampus | 1 | 1 | |
RMg raphe magnus nu | 2 | 2 | |
RSA retrosplenial agranular cortex | 7 | 4 | 11 |
RSG retrosplenial granular cortex | 2 | 2 | 4 |
Rt reticular thalamic nucleus | 3 | 3 | 6 |
S1 primary somatosensory cortex | 3 | 3 | 6 |
SolIM solitary nu interm | 1 | 2 | 3 |
S1BF primary somatosensory cortex, barrel field | 17 | 12 | 29 |
S1Tr primary somatosensory cortex, trunk region | 4 | 5 | 9 |
S2 secondary somatosensory cortex | 8 | 5 | 13 |
SLu stratum lucidum, hippocampus | 2 | 5 | 7 |
SPF subparafascicular thalamic nucleus | 1 | 1 | 2 |
st stria terminalis | 1 | 1 | |
STh subthalamic nucleus | 1 | 4 | 5 |
Sub submedius thalamic nucleus | 1 | 1 | 2 |
SubG subgeniculate nucleus | 3 | 3 | 6 |
SubI subincertal nucleus | 1 | 1 | 2 |
TeA temporal association cortex | 7 | 3 | 10 |
V1 primary visual cortex | 6 | 5 | 11 |
V2L secondary visual cortex, lateral area | 2 | 2 | 4 |
V2ML secondary visual cortex, mediolateral area | 4 | 2 | 6 |
V2MM secondary visual cortex, mediomedial area | 5 | 4 | 9 |
VEn ventral endopiriform nucleus | 1 | 1 | |
VL ventral thalm nu | 3 | 1 | 4 |
VLGMC ventral lateral geniculate nucleus, magnocellular part | 1 | 1 | |
VLGPC ventral lateral geniculate nucleus, parvicellular part | 1 | 1 | |
VPL ventral posterolateral thalamic nucleus | 5 | 2 | 7 |
VPM ventral posteromedial thalamic nucleus | 2 | 3 | 5 |
VRe ventral reuniens thalamic nucleus | 1 | 1 | 2 |
TC tuber cinereum area | 2 | 2 | |
ZID zona incerta, dorsal part | 5 | 6 | 11 |
Total | 213 | 173 | 386 |
3.3. Cysts in Acute Mice
In acute infected mice we only observed eighteen cysts (most of them in primary motor cortex, (N = 5), three in caudate putamen. Ten cysts were distributed in six brain regions.
3.4. Histological Analysis
A microscopic analysis of the mouse tissue was examined and showed a preferential tropism of Toxoplasma gondii in the central nervous system. In the acute infection group, gliosis nodules with remarkable necrosis accompanied by few Toxoplasma cysts either inside or outside of the gliosis were observed. We observed a neuronal hypoxia booth in cortical and hippocampal regions, with a less prominent meningovascular inflammatory component. The cysts were also found in the cerebellum. In the chronically infected mouse group, mild- to moderate-intensity myocarditis was found in most animals, with myopathy in 20% of cases; lymphocytic myopathy was the predominant type. We also noted pulmonary disease characterized by patches of a mixed inflammatory infiltrate with lymphocytes macrophages and polymorphonuclear leukocytes. A mild portal-reactive hepatitis was found in the liver, and in one case, mononuclear focal inflammation was found in the renal parenchyma (Figure 8).
In the chronically infect mouse group, we also observed more brain cysts compared to the acute experimental group. Cyst distribution appeared in several brain regions from the metencephalon to the telencephalon with an accumulation in the hippocampus. Gliosis was variable, with a tendency to be present in the cortical and periventricular regions. Mild to severe meningitis was accompanied by parenchymal perivasculitis and included endothelial proliferation (Figure 9).
In six out of 12 cases, skeletal muscle damage occurred. Damage included mild to focal myositis. There was evidence of cysts in the sarcoplasm in one case. In four out of 12 cases there was dystrophic calcification of muscle fibers that ranged from moderate or severe. Mild to moderate chronic inflammation was observed in the lungs in both the peribronchiolar and parenchymal tissue. Focal pneumonitis with a chronic component was also observed (Figure 9, Table 2).
Table 2.
Pathological Damage | Acute Group | Chronic Group |
---|---|---|
Reactive gliosis | +++ | ++ |
Glionecrosis | +++ | + |
Meningoencephalitis | + | +++ |
Vasculitis | + | − |
Cerebral hypoxia | ++ | + |
Cysts in hippocampal cortical region | + | +++ |
Cysts in the cerebellar region | ++ | + |
Peribronchial inflammation | ++ | +++ |
Acute pneumonitis | ++ | + |
Myocarditis | + | ++ |
Myositis | + | +++ |
Dystrophic calcification of sarcoplasm | − | ++ |
Cysts in sarcoplasm | − | + |
Reactive hepatitis | ++ | + |
The intensity of the damage corresponds to: − (none shown), + (slight), ++ (moderate) and +++ (severe).
4. Discussion
We did not find pendulum angular movement changes among the different study groups. Angular changes in the different hindlimb joints could compensate for the absence of change in the pendular movement. Further studies using camera recordings at 250 frames/sec will be done to clarify this point. In contrast, we observed alterations in the stride length as found by other authors [8]. We did not study rear paw drags. The metatarsial joint displacement curve was different in one chronically infected mouse compared to the control group. In this mouse, we observed cyst accumulation in the hippocampus, which can alter the locomotion kinematics. In rats, penetrating and damaging the hippocampus produces an alteration in locomotion speed [19].
We did not study whether the hippocampus cysts had enough time to liberate the bradyzoites to produce the kinematic alterations in this particular mouse. Note the clear neuron damage and hippocampal cysts in Figure 9C,D. The method used in these experiments to explore locomotion kinematics is reliable enough to detect changes in a joint through linear displacement curves.Traumatic brain injure in rats and mice hippocampus produce locomotion velocitiy reduction [17,19]. In this study most of cysts were found in a mouse with clearly change in join metatharsal displacement.
A sensorimotor deficit in C57BL/6 mice infected with the ME-49 Toxoplasma strain was also reported previously [8]. Gait deficits, measured as the number of missteps, the mean stride length and the number of rear paw drags, were significantly different between T. gondii-infected and control mice, p < 0.05 [8].
In an open field locomotion study of female C57BL/6 mice infected with transgenic Toxoplasma gondii ME49, it was found that the animals with brain cysts reached higher locomotion speeds in as early as the first second of locomotion and showed an initial acceleration during that first second of movement that was double that of control groups [9]. We did not study mice in open field locomotion to compare to the results of Alfonso et al. [9]. It is our intention to perform further studies on mice in open field locomotion using several recording cameras to study several kinematic locomotion parameters. For the first time, we implemented an analysis of iliac crest, hip, and ankle joint translation and a computational program to evaluate statistical significance among curves generated in different mouse groups using a Fréchet dissimilarity analysis. This method will be used in further experiments to statistical evaluate join displacement [20,21].
Acute infected mice had neuronal gliosis and necrosis damage, as well as an apparent cyst breakdown with consequent bradyzoites liberation, which changed them to chronic status and produced meningeal-encephalitic damage [8]. Neurons, astrocytes, and microglia are damaged by the presence of cysts in the neuronal body and in the dendrites and axons [22,23]. We found cysts in damaged neurons.
The cysts in chronic infected mice were distributed in several brain regions: mainly hippocampus, and the telencephalons.A minor number of cysts appeared in the brain stem and cerebellum. In acute infected mice we observed few cysts than in chronic infected mice, distribuited in several regions, manly in motor cortex. Given the distribution, several brain functions could be affected. It was also suggested that the presence of brain cysts was due to local damage in the hamate-encephalic brain barrier or alterations in metabolic blood flow [6]. It was suggested that the intercellular adhesion molecule 1 (ICAM-1) is upregulated in cellular barriers during Toxoplasma infection. Soluble human ICAM-1 and ICAM-1 antibodies inhibit the transmigration of parasites across cellular barriers, implicating this receptor in the process of transmigration.
Furthermore, an intercellular adhesion molecule (ICAM-1) immunoprecipitated the mature form of the parasite and adhesion microneme protein (MIC2) present on the parasite surface, indicating that this interaction may contribute to cellular migration [24,25] We did not study the intracellular adhesion molecules, but the Toxoplasma was widely distributed in the brain, suggesting that the brain barrier had broken down. The present results also demonstrated a disperse distribution of brain cysts, although there was an apparent predominance in the hippocampus. It is important to mention that in acute-infected mice, there was no histopathological damage in tissues such as the lung, liver, heart, and kidney, but damage was present in the chronically infected mice.
Our results suggest the importance of the possible presence of cysts liberating bradyzoites. The presence of cysts in the neural cell body, bradyzoites liberation, and muscle calcification in chronically infected mice produced skeletal muscle damage as well as mild to moderate focal myositis and dystrophic calcification of muscle fibers. This damage has been reported in Toxoplasma-infected mice and increases between days 12 and 30 postinfection [15,25]; we believe that this damage in the skeletal muscle reduced the locomotion of the host.
5. Conclusions
This study contributes with relevant information that increases knowledge in relation to the damage produced by Toxoplasma gondii in several tissues as well as a quantitative analysis of kinematic locomotion.
Author Contributions
Conceived and designed the experiments: M.d.l.L.G.-R., S.H.D.-J., G.M.-R. Performed the experiments: A.G.S.-L., R.F.T., S.C.B.-S., L.R.R.P. and K.F.T. Analyzed the images and created the database: S.C.B.-S., L.R.R.P. Contributed reagents/materials/analysis/ tunnel and video: M.d.l.L.G.-R., S.H.D.-J., R.F.T., A.G.S.-L., G.M.-R. Statistical analysis: G.M.-R. Wrote the paper: M.d.l.L.G.-R., S.H.D.-J., G.M.-R.
Funding
This work was partially supported by the Program to Support the Improvement of the Production Conditions of the SNI and SNCA Members (PRO-SNI) of the University of Guadalajara. Number: 227303/2018.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.Galván-Ramirez M., Monragón-Flores R. Toxoplasmosis Humana. 1st ed. Ecorfan; Mexico City, Mexico: 2017. [Google Scholar]
- 2.Webster J.P. Rats, cats, people and parasites: The impact of latent toxoplasmosis on behaviour. Microbes Infect. 2001;3:1037–1045. doi: 10.1016/S1286-4579(01)01459-9. [DOI] [PubMed] [Google Scholar]
- 3.Webster J.P. The effect of Toxoplasma gondii on animal behavior: Playing cat and mouse. Schizophr. Bull. 2007;33:752–756. doi: 10.1093/schbul/sbl073. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Flegr J. Influence of latent toxoplasmosis on the phenotype of intermediate hosts. Folia Parasitol. 2010;57:81–87. doi: 10.14411/fp.2010.010. [DOI] [PubMed] [Google Scholar]
- 5.Vyas A., Sapolsky R. Manipulation of host behaviour by Toxoplasma gondii: What is the minimum a proposed proximate mechanism should explain? Folia Parasitol. 2010;57:88–94. doi: 10.14411/fp.2010.011. [DOI] [PubMed] [Google Scholar]
- 6.Berenreiterová M., Flegr J., Kuběna A.A., Němec P. The Distribution of Toxoplasma gondii Cysts in the Brain of a Mouse with Latent Toxoplasmosis: Implications for the Behavioral Manipulation Hypothesis. PLoS ONE. 2011;6:e28925. doi: 10.1371/journal.pone.0028925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Gaskell E.A., Smith J.E., Pinney J.W., Westhead D.R., McConkey G.A. A unique dual activity amino acid hydroxylase in Toxoplasma gondii. PLoS ONE. 2009;4:e4801. doi: 10.1371/journal.pone.0004801. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Gulinello M., Acquarone M., Kim J.H., Spray D.C., Barbosa H.S., Sellers R., Tanowitz H.B., Weiss L.M. Acquired infection with Toxoplasma gondii in adult mice results in sensorimotor deficits but normal cognitive behavior despite widespread brain pathology. Microbes Infect. 2010;12:528–537. doi: 10.1016/j.micinf.2010.03.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Afonso C., Paixão V.B., Costa R.M. Chronic Toxoplasma Infection Modifies the Structure and the Risk of Host Behavior. PLoS ONE. 2012;7:e32489. doi: 10.1371/journal.pone.0032489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Fuentes-Castro B.E., Reyes-García J.G., Valenzuela-Vargas M.T., Martínez-Gómez F. Histopathology of murine toxoplasmosis under treatment with dialyzable leukocyte extract. Mem. Inst. Oswaldo Cruz. 2017;112:741–747. doi: 10.1590/0074-02760170045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Möhle L., Parlog A., Pahnke J., Dunay I.R. Spinal cord pathology in chronic experimental Toxoplasma gondii infection. Eur. J. Microbiol. Immunol. 2014;4:65–75. doi: 10.1556/EuJMI.4.2014.1.6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Swierzy I.J., Muhammad M., Kroll J., Abelmann A., Tenter A.M., Lüder C.G.K. Toxoplasma gondii within skeletal muscle cells: A critical interplay for food-borne parasite transmission. Int. J. Parasitol. 2014;44:91–98. doi: 10.1016/j.ijpara.2013.10.001. [DOI] [PubMed] [Google Scholar]
- 13.Wohlfert E.A., Blader I.J., Wilson E.H. Brains and Brawn: Toxoplasma Infections of the Central Nervous System and Skeletal Muscle. Trends Parasitol. 2017;33:519–531. doi: 10.1016/j.pt.2017.04.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Sarabia-Estrada R., Bañuelos-Pineda J., Osuna Carrasco L.P., Jiménez-Vallejo S., Jiménez-Estrada I., Rivas-Celis E., Dueñas-Jiménez J.M., Dueñas-Jiménez S.H. Aberrant gastrocnemius muscle innervation by tibial nerve afferents after implantation of chitosan tubes impregnated with progesterone favored locomotion recovery in rats with transected sciatic nerve. J. Neurosurg. 2015;123:270–282. doi: 10.3171/2014.12.JNS132519. [DOI] [PubMed] [Google Scholar]
- 15.Asencio Pina C.R., Pérez-Cisneros M., Dueñas-Jimenez S., Mendizabal-Ruíz G.A. VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering. Springer; Berlin/Heidelberg, Germany: 2019. System for High-Speed Synchronized Acquisition of Video Recording of Rodents During Locomotion. [DOI] [Google Scholar]
- 16.Valdez Pena S.I., González-Sandoval J., Dueñas-Jimenez S.H., Mendizabal-Ruíz G. Modeling hind-limb kinematics using a bio-inspired algorithm with a local search. BioMedical Eng. OnLine. 2018;17:134. doi: 10.1186/s12938-018-0565-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Osuna-Carrasco L.P., López-Ruiz J.R., Mendizabal-Ruiz E.G., De la Torre-Valdovinos B., Bañuelos-Pineda J., Jiménez-Estrada I., Dueñas-Jiménez S.H. Quantitative analysis of hindlimbs locomotion kinematics in spinalized rats treated with Tamoxifen plus treadmill exercise. Neuroscience. 2016;1:151–161. doi: 10.1016/j.neuroscience.2016.07.023. [DOI] [PubMed] [Google Scholar]
- 18.Paxinos G., Franklin K.B.J. The Mouse Brain in Stereotaxic Coordinates: Hard Cover Edition. Access Online via Elsevier; Amsterdam, The Netherlands: 2001. [Google Scholar]
- 19.López Ruiz J.R., Osuna Carrasco L.P., López Valenzuela C.L., Franco Rodríguez N.E., de la Torre Valdovinos B., Jiménez Estrada I., Dueñas Jiménez J.M., Dueñas Jiménez S.H. The hippocampus participates in the control of locomotion speed. Neuroscience. 2015;17:207–215. doi: 10.1016/j.neuroscience.2015.10.034. [DOI] [PubMed] [Google Scholar]
- 20.Leon-Moreno L., Castañeda-Arellano R., Rivas-Carrillo Mendizabal-Ruiz G., Dueñas-Jiménez S. Analysis of hindlimbs locomotion kinematics in a mouse model of penetrating brain injury; Proceedings of the Society for Nuerociense L Annual Meeting; Chicago, IL, USA. 19–23 October 2019. [Google Scholar]
- 21.Aronov B., Har-Peled S., Knauer C., Wang Y., Wenk C. Fréchet Distance for Curves, Revisited. In: Azar Y., Erlebach T., editors. Algorithms—ESA. Lecture Notes in Computer Science. Springer; Berlin/Heidelberg, Germany: 2006. p. 4168. [Google Scholar]
- 22.Ferguson D.J., Hutchison W.M. The host-parasite relationship of Toxoplasma gondii in the brains of chronically infected mice. Virchows Arch. A Pathol. Anat. Histopathol. 1987;411:39–43. doi: 10.1007/BF00734512. [DOI] [PubMed] [Google Scholar]
- 23.Haroon F., Händel U., Angenstein F., Goldschmidt J., Kreutzmann P., Lison H., Fischer K.D., Scheich H., Wetzel W., Schlüter D., et al. Toxoplasma gondii actively inhibits neuronal function in chronically infected mice. PLoS ONE. 2012;7:e35516. doi: 10.1371/journal.pone.0035516. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Barragan A., Brossier F., Sibley L.D. Transepithelial migration of Toxoplasma gondii involves an interaction of intercellular adhesion molecule 1 (ICAM-1) with the parasite adhesin MIC2. Cell. Microbiol. 2005;7:561–568. doi: 10.1111/j.1462-5822.2005.00486.x. [DOI] [PubMed] [Google Scholar]
- 25.Jin R.M., Blair S.J., Warunek J., Heffner R.R., Blader I.J., Wohlfert E.A. Regulatory T Cells Promote Myositis and Muscle Damage in Toxoplasma gondii Infection. J. Immunol. 2017;198:352–362. doi: 10.4049/jimmunol.1600914. [DOI] [PMC free article] [PubMed] [Google Scholar]