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Early in training, the experimenter spends more time on task shaping rat behavior. As the rats associate rat supination with reward, the hands on time decreases (Figure 3A). During habituation, reward association, and counterweight training, the full session length (30 min) is spent on the task. However, after a rat is supinating with a 6 g weight, the time on task gradually lessens to about 15 min as the rat's supination angle increases. Finally, when the rat reaches baseline, the time on task is at a minimum; the experimenter only needs to place the rat in the behavioral box and start the program. The maximum number of rats an experimenter can work with simultaneously is two rats during reward association, four rats during counterweight training and training to baseline, and as many rats as there are boxes during baseline assessment and post-injury testing. On average, 75% of rats (n = 56) acquire the task.
After the rat has associated supination with a reward, there is a positive progression in the rat's supination angle (Figure 3B). In Figure 3B, the rat progressed from 3 g to 6 g counterweight from day 3 to day 7. After counterweight training, there was a short period of adaptive training from day 7 to day 9, during which supination increased from 26 to 30 degrees. Because there was not much change, a static threshold was employed from day 9 to 18. During this period, the rat steadily increased from 30 degrees to 75 degrees in 8 days. There is day-to-day variability throughout training, in particular, days 12 and 14. But generally, there is an upward trend in supination angle. By the end of day 17 post-habituation, the rat had recorded its first baseline, and four sessions later, it finished baseline assessment. From habituation to recording of a fourth baseline, the training protocol takes an average of 20 ± 5 days.
While viewing an ideal progression through the training protocol is important, viewing an unsuccessful progression is equally important (Figure 4). In Figure 4A, the orange line shows a rat that successfully completes the protocol, the blue line shows an unsuccessful rat, and grey lines show another six successful rats. Successful rats reached baseline in 15 ± 0.6 days (n = 7). The representative successful rat uses a 1 o'clock grasp, while the unsuccessful rat uses a 3 o'clock grasp. Both rats associate the knob with a reward in 2 days. In addition, both rats show a similar supination angle (Figure 4A) progression in the first four days after the counterweight is added. However, after this point, the successful rat begins to break away from the unsuccessful rat. This is because the unsuccessful rat's grasp was unable to be corrected before this point (see Figure 2).
For the successful rat, there is a steep rise in supination angle that begins to plateau between 50 and 60 degrees but then resumes a steadier climb towards 75 degrees. However, for the unsuccessful rat, there is a more gradual increase in supination angle. As the rat plateaus around 20 degrees, the rat gets pushed to supinate more, but eventually, it loses interest in the task, even with manual feeding, and the supination angle decreases rapidly around Day 15 post-habituation. While there is a slight recovery after Day 17 post-habituation, the rat struggles to supinate more than 25 degrees. If a rat hasn't achieved baseline by day 20, we consider this rat unsuccessful and remove the rat from the study.
In addition to supination angle, one can perform a visual inspection of the supination waveforms (Figure 4B-D) for the successful and unsuccessful rat. When performing a visual inspection, we look for several waveform characteristics: slope of the line, latency, and number of peaks in the time window for the trial. The slope of the line is calculated as the derivative of the curve between the onset of the curve and the peak of the curve. The latency is calculated as the time between the initiation of the trial and the curve crossing the hit threshold. Lastly, peaks are calculated by using the derivative to find local maxima in the trial window. Previously, we found that slope of the line, or velocity, is a robust measure of supination kinetics and is sensitive to subtle deficit 8.
In the first third of training after beginning to supinate using 6 g (Figure 4B), the successful rat (Figure 4B1) shows a single waveform with a peak near 20 degrees, while the unsuccessful rat (Figure 4B2) shows a double turn, or two peaks, with the first peak near 10 degrees and the second peak near 5 degrees. In the middle third of training (Figure 4C), the successful rat (Figure 4C1) shows an increase in peak angle from 20 degrees to 50 degrees with a more defined, single peak curve. The unsuccessful rat (Figure 4C2), meanwhile, only shows a marginal increase in peak angle to 20 degrees but has improved in its form; it now only uses a single turn. By the final third of training (Figure 4D), the successful rat (Figure 4D1) shows a very pronounced single waveform with a peak around 65°, versus the unsuccessful rat (Figure 4D2) with a peak angle of 20 degrees but now with an additional peak at 2 s of 15°. This is another good indicator that with increasing training difficulty, the rat was unable to correct its 3 o'clock grasp, and in turn, unable to supinate properly. Even if this rat wasn't excluded from the study and could eventually perform up to 75 degrees, questions would remain about whether it was true supination versus supination with compensation.
Lastly, the supination task detects functional impairment after multiple types of injury, including a cut lesion of the corticospinal tract, the main pathway for voluntary movement in people, and forelimb motor cortex lesion performed with endothelin injections (Figure 5) 8,10,22. Rats in the pyramidotomy group (purple, n = 8) were trained to supinate at least 75° at 6 g at a success rate of 75% or above, while rats in the cortical lesion group (green, n = 10) were trained to supinate 60° at 7.5 g at 75% or above. Rats in both groups showed a sharp decrease in success rate after injury (Figure 5A). Success rate for rats in the pyramidotomy group decreased from 90% ± 2% to 14% ± 8%. The success rate for rats with cortical lesion decreased from 76% ± 1% to 10% ± 3%. By week 6, both groups were still impaired: the pyramidotomy group was at 34% ± 11% while the cortical lesion group remained at 16% ± 7%. As for supination angle, both groups show a decrease from pre- to post-injury (Figure 5B). Due to the different criterion baseline supination angles, the pyramidotomy group had a higher pre-injury supination angle (85° ± 2.9°) than the cortical lesion group (67° ± 0.52°). The pyramidotomy group decreased to 38° ± 10° while the cortical lesion group decreased to 27° ± 2.9°.

Figure 1: Supination Task Description. (A) The rat is placed in a Plexiglas box with an aperture through which it reaches and grasps a knob that must be turned in supination. The knob has two stops to prevent supination angles greater than 100°. The knob also has a pulley with counterweight; this creates torque that the rat must overcome to supinate. The knob is connected to an optical encoder that measures angle with an accuracy of 0.25°. This optical encoder is connected to a microcontroller, which in turn is connected to a computer which controls the task. The computer signals to the microcontroller when to trigger audio-feedback and dispense a pellet from the feeder if a success criterion is achieved. The microcontroller also controls the auto positioner whose position between 0 and 1.25 cm is dictated by the training stage set by the computer. (B) The rat performs the task in three successive movements: reaching through the aperture, grasping the knob with a power grasp located at 1 o'clock, and supinating. (C) The knob supination task is controlled by control software. The experimenter inputs the subject's name and chooses the training stage, while the program sets the corresponding parameters. A waveform of a single successful supination trial is shown in blue, while the sequence of successful and failed trials are shown in green and red, respectively. A trial is marked successful by the control software if the supination angle is greater than the hit threshold within the defined time window, whereas a trial is marked unsuccessful if it does not. This program controls one box. Four programs can be run simultaneously per computer. This figure has been modified from Sindhurakar et al., 2017, Neurorehabilitation and Neural Repair8. Please click here to view a larger version of this figure.

Figure 2: Supination Movements. Diagrams and descriptions of common correct and incorrect supination movements encountered during the training protocol. Correct movements allow for true supination, while incorrect movements include compensatory mechanisms that may prevent true supination. Included are suggested solutions to correct improper movements. Please click here to view a larger version of this figure.

Figure 3: Training protocol. (A) Standard timeline. There are five periods of training lasting approximately 25 days in total: Habituation (5 d), Reward Association (1 - 3 d), Weight Training (3 - 4 d), Training to Baseline (8 - 12 d), and Baseline Assessment (2 - 4 d). The line pattern on the timeline designates the time required of the experimenter to spend on the task each session. As the training protocol proceeds, the time on task decreases. (B) General progression of a rat's ability to supinate from reward association to baseline assessment. Overall, there is a positive linear progression of the rat towards baseline, but as observed, there is variability in a rat's performance throughout the training protocol. After weight training, there is a period of adaptive training, where the supination angle threshold is changed to match the rat's performance. This adaptive training is followed by a static thresholding paradigm until the rat has achieved baseline. Please click here to view a larger version of this figure.

Figure 4: Successful and Unsuccessful Task Acquisition. (A) Progression of supination angle throughout training protocol for eight rats, seven successful and one unsuccessful. One representative rat that reaches baseline criterion (successful, orange) and one unsuccessful rat (blue) are further used as case studies. In the first seven days of the training after habituation, both the successful and unsuccessful rat showed similar progress in supination angle. By Day 11 post-habituation, the successful rat was supinating 55° while the unsuccessful rat supinated 25°. After Day 15 post-habituation, the successful rat showed a strong upward progression, while the unsuccessful rat declined in performance. In the final third of training post-habituation, the unsuccessful rat had plateaued at 30° while the successful rat was supinating 80°. (B) Average waveform (black line) with a 95% confidence interval (orange for successful, blue for unsuccessful) for the first third of training after 6 g of counterweight is added. (B1) Successful rat - single peak around 20°. (B2) Unsuccessful rat - double peak with global maximum of 10°. (C) Average waveform (black line) with a 95% confidence interval (orange for successful, blue for unsuccessful) for the second third of training after 6 g of counterweight is added. (C1) Successful rat - single peak at 45°. (C2) Unsuccessful rat - improved form with single peak near 20°. (D) Average waveform (black line) with a 95% confidence interval (orange for successful, blue for unsuccessful) for the final third of training after 6 g of counterweight is added. (D1) Successful rat - pronounced single peak at 65°. (D2) Unsuccessful rat - double peak with global maximum at 20°. Please click here to view a larger version of this figure.

Figure 5: Task Sensitivity to Different Injury Models. Rats in the pyramidotomy group (purple, n = 8) were trained to supinate 75° at 6 g at a success rate of 75% or above, while rats in the cortical lesion group (green, n = 10) were trained to supinate 60° at 6 g at 75% or above. Data shown are mean ± standard error. (A) Success rate for pyramidotomy lesion versus cortical lesion. Both injury models showed a sharp decrease in success rate from pre- to post-injury (week 1). Success rate for pyramidotomy decreased from 0.90 ± 0.02 to 0.14 ± 0.08, while success rate for cortical lesion decreased from 0.76 ± 0.01. (B) Supination angle for pyramidotomy versus cortical lesion. Both groups showed a decrease from pre- to post-injury: the pyramidotomy group decreased to 38.2° ± 10.1° while the cortical lesion group decreased to 27.1° ± 2.9°. Please click here to view a larger version of this figure.