Abstract
Patients with lower limb amputation experience “embodiment” while using a prosthesis, perceiving it as part of their body. Humans control their biological body parts and receive appropriate information by directing attention toward them, which is called body-specific attention. This study investigated whether patients with lower limb amputation similarly direct attention to prosthetic limbs. The participants were 11 patients with lower limb amputation who started training to walk with a prosthesis. Attention to the prosthetic foot was measured longitudinally by a visual detection task. In the initial stage of walking rehabilitation, the index of attention to the prosthetic foot was lower than that to the healthy foot. In the final stage, however, there was no significant difference between the two indexes of attention. Correlation analysis revealed that the longer the duration of prosthetic foot use, the greater the attention directed toward it. These findings indicate that using a prosthesis focuses attention akin to that of an individual’s biological limb. Moreover, they expressed that the prosthesis felt like a part of their body when they could walk independently. These findings suggest that the use of prostheses causes integration of visual information and movement about the prosthesis, resulting in its subjective embodiment.
Similar content being viewed by others
Introduction
Patients with lower limb amputation re-learn walking with a prosthetic foot during rehabilitation to compensate for the lost limb. As they become more proficient in using prostheses, they are even able to run and climb mountains with them. When learning to use a prosthesis, many patients experience “embodiment”, which refers to the feeling that the prosthesis is a part of their own body. Recent studies reported that increased use of a prosthesis led to its increased perception as part of the body1,2. Therefore, embodiment of the prosthesis is important for walking rehabilitation3,4. However, the process of embodiment in patients with lower limb amputation is unclear. Patients with amputation who can walk with a prosthesis have higher survival rates and lower rates of re-amputation than do those who cannot walk, making it important for these patients to understand how they should use their prostheses during walking rehabilitation5,6.
To use the prosthetic foot well, patients with lower limb amputation may direct their attention to it, as they would to their own body part. Attention is a neural mechanism for the selection of behaviorally relevant information from a multitude of perceptions7,8,9. To perform the intended movement accurately, the brain directs attention to the natural body parts. Previous reports have shown that the brain updates information about the body by monitoring information such as its position10,11. Our previous study also reported that a visual detection task can quantitatively measure body-specific attention12 using the body facilitation effect. This effect can be explained by the fact that a target present on the body is detected faster compared to one situated far from the body13,14,15,16,17,18. This phenomenon indicates that the brain directs attention to one’s own body and regulates the amount of information from the limb to aid in motor control, and attention is potentially directed to the natural body parts16. Moreover, this body-specific attention is top-down in nature, i.e., it is an intrinsic process that that spontaneously directs attention to body parts in a space12,14,15,16. Interestingly, after healthy adults have been using a prosthetic hand well, this body facilitation effect was also found to act on the prosthesis. However, this effect was not observed before they used the prosthesis13,14. Moreover, animal studies showed that body representations in the brain can be modified when using a tool, which is then incorporated and becomes a part of the organism’s body19,20. These findings seem to indicate that patients with lower limb amputation who use their prosthesis well, direct more attention to the prosthetic foot, as they experience the prosthetic foot as their own body part; however, evidence regarding this is unclear.
This study aimed to examine whether attention is directed toward the prosthetic foot. We hypothesized that if patients with amputation could use their prosthetic limbs well for walking, the attention directed toward the prosthesis would increase. Furthermore, the principal factors and clinical features that could explain the changes in the attention directed toward the prosthesis were identified.
Results
To test attention to the prosthetic foot at the initial and final stages of rehabilitation among patients with lower limb amputation (Table 1), participants engaged in a visual detection task (Fig. 1, further details are given under Methods), from which the “index of attention to prosthetic foot” was calculated (see Analysis under Methods).
To clarify the change in the index of attention to the prosthetic and the healthy foot, as a result of improved walking ability, we performed a two-way analysis of variance (ANOVA) with repeated measures. Results from the ANOVA found a statistically significant interaction between the stage and foot factors (F1,10 = 6.190, p = 0.032) and no main effect for both factors (stage: F1,10 = 0.034, p = 0.858, foot: F1,10 = 4.032, p = 0.072). In multiple comparisons with the Bonferroni correction, the index of attention to the prosthetic foot (mean: − 30.92 ms) was lower than that to the healthy foot (mean: 27.80 ms) in the initial stage (p = 0.005; Fig. 2). Additionally, the index of attention to the prosthetic foot in the final stage was higher than that in the initial stage (p = 0.014), and there was no significant difference between the indexes of attention to the prosthetic foot (mean: 1.98 ms) and healthy foot (mean: − 2.21 ms) in the final stage. Conversely, the average number of incorrect responses to a red-filled circle, which required no response, was 0.83 and 0.69 times in the initial and final stages, respectively. There was no statistical difference in the number of incorrect responses between the initial and final stages. G*Power (Version 3.1.9.6)21 was used to analyze the sample size based on the interaction of the index of attention to the prosthetic foot and the healthy one. The results showed that the number of patients who participated in this study sufficiently met the recommended sample size.
To clarify the relationship between the index of attention to the prosthesis and other characteristic data, a correlation analysis was performed with the initial and final stage data. The analysis showed statistically significant correlations between the index of attention to the prosthetic foot and the period of using the prosthetic foot (r = 0.683, p < 0.001, Fig. 3).
To confirm the facilitation of visual stimulus detection on the foot among healthy adults, their body-specific attention between the left and right foot was measured using a visual detection task. The results showed an enhancement in visual stimulus detection for both the left and right foot. Moreover, the index of attention to the left and right foot was calculated (mean: left foot = 12.03 ms, right foot = 9.43 ms). No difference was found between the index of attention to the left and right foot (paired t-test, t = − 0.047, p = 0.964, Fig. 4).
To clarify the change in walking ability with the prosthetic foot from the initial stage to the final stage, the maximum walking speed and number of assistive devices in walking as well as independence of walking was assessed using the Functional Independence Measure (FIM)22,23 at both stages. Results showed an increase in maximum walking speed (paired t-test, p = 0.012, mean: initial stage 0.73 m/sec, final stage 1.11 m/sec, Fig. 5a) along with an increase in the FIM score for walking (Wilcoxon, p < = 0.005, median: initial stage 5, final stage 6, Fig. 5b) and a decrease in the number of assistive devices used (Wilcoxon signed-rank test, p = 0.020, median: initial stage 1, final stage 1, Fig. 5c). Therefore, the results demonstrated an improvement in the walking ability from the initial to the final stages.
To assess subjective change from the initial to the final stage, patients answered questionnaires on the subjective embodiment of the prosthetic foot and phantom limb vividness and pain during the two periods. From the initial to the final stage, the subjective embodiment score of the prosthetic foot increased (Wilcoxon, p = 0.011, median: initial stage − 1, final stage 1, Fig. 5d), implying that patients strongly felt that the prosthetic foot was their own foot in the final stage. Meanwhile, there was no statistically significant difference in the vividness experience of the phantom limb and the severity of phantom limb pain between the initial and final stages.
Discussion
To clarify the direction of attention in patients with lower limb amputation, the present study longitudinally evaluated the attention directed to the prosthetic foot using a visual detection task among 11 participants. Walking ability, maximum walking speed, number of assistive devices used in walking, and independence of walking in FIM improved in the final stage when patients could walk independently, compared to the initial stage when they were only able to walk with supervision. Additionally, the index of attention to the prosthetic foot was lower than that to the healthy foot in the initial stage, while the index of attention to the prosthetic foot increased in the final stage compared with the initial stage. Moreover, there was no significant difference between the index of attention to the prosthetic foot and the healthy foot in the final stage. Our correlation analysis showed that the index of attention to the prosthetic foot correlated with the period of using the prosthetic foot, indicating that the longer the duration of prosthetic foot use, the more attention patients directed toward it. These findings indicate an adaptive change in the patient’s direct attention to the prosthetic foot in a use-dependent manner. Moreover, the subjective embodiment score of the prosthetic foot in the final stage was higher than that in the initial stage. These findings suggested that the use of prostheses causes the integration of visual information and movement about the prosthesis, resulting in subjective embodiment.
The results found that attention to the prosthetic foot was low in the initial stage; however, this attention increased in the final stage. Moreover, the index of attention to the prosthetic foot correlated with the duration of prosthetic foot use, indicating that patients gradually directed attention to the prosthetic foot when using prostheses. A previous report showed that when any of the sensory inputs (for example, the visual, somatosensory, and vestibular inputs) are absent or inaccurate, the central nervous system adjusts the gains for each input to control stability24. When visual information is blocked, patients with limb amputation have significantly less motor control than do healthy individuals25,26,27,28. A recent study identified stronger functional connectivity between visual and sensorimotor areas in individuals who used their prostheses more frequently, suggesting that altered daily motor behavior facilitates prosthesis-related visual processing29. These findings indicate that patients with limb amputation rely heavily on visual information related to their prostheses to use the tool more effectively. Additionally, the use of a visual detection task in psychophysics studies reveals that the experience of functional tool-use facilitates visual information processing related to the tool in healthy adults13,14. Therefore, these findings suggest a strategy to promote visual information processing in which patients with lower limb amputation direct their attention to the prosthetic foot for useful visual information from the prosthesis, thus resulting in its better use.
Further, the results showed that the subjective embodiment score of the prosthetic foot in the final stage was higher than that in the initial stage, indicating that patients felt that the prosthetic foot was their own body part. Previous studies have reported that the subjective embodiment of a prosthesis, such as a rubber hand, is generated by multi-sensory integration, including not only visual and somatosensory input30 but also active movement31,32. Given the limited somatosensory information from the prosthesis, it is suggested that use of prostheses causes the integration of visual information and movement of the limb, including the prosthetic foot, resulting in its subjective embodiment. Recent reports have shown that increasing sensory information can be beneficial for walking, as it lightens the perceived prosthesis weight33, increases walking speed, and decreases mental and physical fatigue during walking34. Moreover, our results showed that there was no significant difference in the index of attention between the prosthetic foot and the healthy foot in the final stage. These findings suggest that using the prosthesis causes attention to be directed to it, to a degree like that of one’s own body, and that the embodiment of the prosthesis does occur.
Although the results showed that the subjective embodiment of the prosthesis increased in the final stage—compared with the initial stage—several patients struggled to answer the item “I felt as if the prosthetic foot was my foot.” Several participants made the following remarks: “I cannot live positively unless I understand that I lost my foot” and “I can use the prosthetic foot successfully, but the prosthetic foot cannot move like my previous foot.” In a previous study, patients expressed that a prosthesis is a tool that does not belong to the body, while others stated that the device becomes an integral part of their physical selves, suggesting that prosthesis users differ in their embodiment experience of prosthesis use35. In our results, the index of attention to the prosthetic foot did not correlate with the subjective embodiment score, suggesting that there is a discrepancy between implicit and explicit cognitive processes. A previous study showed that patients with motor paralysis decreased their body-specific attention to the paretic hand, suggesting that they used the intact limb instead of the paretic limb to perform an action by actively inhibiting the use of the paretic limb, resulting in decreased attention to or neglect of the paretic limb12. The present results also showed that there was no significant difference in the index of attention between the prosthetic foot and healthy foot in the final stage, indicating that patient’s direct attention to the prosthetic foot as well as to the healthy foot. These findings suggest that attention to the prosthetic foot is a specific index that can objectively measure the embodiment of the prosthesis.
Longitudinal measurement of attention to the prosthesis in patients with lower limb amputation may lead to shorter hospitalization and rehabilitation periods; this is an important consideration for future research and practice. Results from this study showed that attention to the prosthesis increased at the time of hospital discharge or at the end of rehabilitation. This implies that attention to the prosthesis is helpful in controlling gait while using the prosthesis. It also demonstrates the patient’s proficient walking ability. It is important to note that in the initial stage, patients managed to walk with many assistive devices but did not direct attention to their prosthesis, as if they were ignoring it. In the initial stage, it is difficult even for rehabilitation therapists to determine whether the patient is walking independently, due to their increased risk of sudden falling. Therefore, clarifying the amount of attention to the prosthesis may be an important factor in objectively predicting the proficiency of walking ability. Objective judgments of gait proficiency can be used as a guideline for the duration of hospitalization and rehabilitation, which is also beneficial to the medical economy. Thus, the amount of attention directed to the prosthesis is one indicator for further research that seeks to determine which interventions of rehabilitation or which prosthetic parts and their respective functions will better facilitate the acquisition of prosthetic gait.
Previous studies have reported that motor performance and motor learning processes differ, depending on whether explicit attention is directed to the body or to the environment36,37. Many studies have suggested that explicit attention should be directed to the external environment. However, some studies have also reported individual differences, suggesting that the optimal location of attention may differ, depending on the participant38,39,40. However, this study reveals that it is not clear whether explicit attention should be directed to the body or to the environment when attention to own body parts or prostheses is reduced. These findings provide novel information for the study of explicit attention, which is useful for motor control.
From our results, it is unclear whether the amount of attention to the prosthesis is appropriate, and it is recommended that its relationship with other indicators, such as the frequency of falls, is considered. In the future, clarifying the body-specific attention of prosthetic legs of proficient users, that is, patients who use a prosthesis for a long period of time and sports athletes, will help to understand the amount of appropriate attention necessary for patients with limb amputation. Furthermore, the measurement of prosthetic foot attention in proficient users of prostheses may provide important insights into the mechanisms of prosthetic foot control.
There were several limitations to this study. First, the results showed that the duration of prosthesis use was not correlated with walking speed. Walking speed was the only walking-related parameter assessed in this study, in which the stability indices were not measured. Our results demonstrated a decrease in the frequency of cane use and an increase in walking independence from the initial phase to the final phase; thus, we can infer that the stability of walking with the prothesis increased gradually. Furthermore, a recent study16 reported a relationship between toe grasp strength, which contributes to stability41,42,43, and body-specific attention in the foot in healthy adults. Future studies should conduct in-depth investigations into the walking parameters that are related to body-specific attention toward the prosthetic foot in patients with amputation. Second, since there was bias due to the amputation side and amputation site in the participations, it was difficult to discuss the differences between them. A larger sample size is required for future investigations, because the side of the amputation affects body representation in the brain44, and the amputation site directly affects walking ability.
This study showed that use-dependent increased attention to the prosthetic foot was found in patients with lower limb amputation. This is the first study to reveal the strong relationship between attention to the prosthetic foot and walking ability with the prosthesis by using psychophysiological techniques. This study also succeeded in showing an adaptive change in attention to the lower limb, which explains the embodiment mechanism of the prosthesis. Increased attention to the prosthetic foot is an important factor of walking rehabilitation. Further studies should discover ways to increase attention to the prosthetic foot to facilitate walking ability in patients with lower limb amputation.
Methods
Participants
This longitudinal study was performed with data that were prospectively collected from Tohoku University Hospital, Japan from 2012 through 2017. Fourteen patients who underwent amputation were initially recruited. From these, three patients who had serious uncontrolled medical conditions (e.g., cancer recurrence) during the experimental period and for whom data could not be obtained in the final phase were excluded. Finally, 11 inpatients and outpatients with lower limb amputation participated in this study [mean (± SD) age = 53.2 (± 19.3) years; seven men, all of whom were right-handed; Table 1]. Participants received physical therapy at Tohoku University Hospital, Japan to re-learn walking using a prosthetic foot. The levels of amputation were transtibial (below-knee, n = 4) and transfemoral (above-knee, n = 6), in addition to one hip disarticulation; the causes of amputation were tumor, peripheral vascular disease, and trauma in five, four, and two patients, respectively. The patients used walking devices (axillary crutch, forearm crutch, or T-cane), depending on their walking ability, during the experimental period. We also recruited 11 age-matched healthy adults as a control group (mean [± SD] age = 41.1 [± 16.8] years, seven males, 10 right-handed). The Tohoku University ethics committee approved this study (ID 2011-572, 2014-1-728). This study was conducted according to the ethical standards of the Declaration of Helsinki. Prior to the experiment, all participants agreed to participate and provided written informed consent.
Procedure
The measurements were administered in two periods (Fig. 1d). The initial stage was the time in which one month had passed since patients began using the prosthetic foot in rehabilitation and they managed to walk with the supervision of medical staff. The final stage was the time during which it became possible for patients to walk independently without supervision. This stage was at the end of rehabilitation, immediately before getting discharged from the hospital. They used a prosthetic foot almost every day from the initial to the final stage to re-learn walking. In the initial and final stages of walking rehabilitation, attention to the prosthetic foot and healthy foot was assessed using a visual detection task. Moreover, subjective embodiment of the prosthetic foot was assessed using the item “I felt as if the prosthetic foot was my foot.” Furthermore, assessments of the walking ability, maximum walking speed, independence of walking in FIM22,23, number of assistive devices used, and patient characteristics—such as vividness and pain of phantom limb—were made in two stages.
Attention to the prosthetic foot
To measure attention to the prosthetic foot in patients, a visual detection task was used, which was designed for measuring body-specific attention to detect a visual target near the body and has previously been tested on healthy adults12,13,14,15,16,17,18. Patients sat in a chair in front of a rack in a quiet room and were instructed to respond as quickly as possible to a visual target that appeared on either the prosthetic foot or on the opposite side (Fig. 1a, c). Reaction time was defined as the time between the onset of the visual target and the reaction of the participants pushing the button (Fig. 1b).
In the visual detection task, a white board covered the patients’ legs to equalize the visual information. We projected a visual target and a fixation point on the white board with a projector attached to the rack. The response button was located at the same distance from each visual target on the white board and at the center of the patient. The participants pushed a button with the right index finger as soon as the visual target appeared. A blue-filled circle, representing a “go” visual target, appeared in 80% of the trials. In the rest of the trials, a red-filled circle representing a “no-go” target that required no response appeared. The visual target had a visual angle of 1.7°, and was located 21 cm from the midsagittal plane. The distance between the fixation and the projected visual target was 32 cm, and the distance from the projected visual target to the participants was approximately 65 cm, depending on the length of their lower extremities. At the beginning of each trial, the patients were instructed to gaze at the fixation point (Fig. 1b). A visual target appeared randomly from 800 to 1600 ms after the fixation point appeared on the table, and the position of the visual target was either left or right at random. In the experiment, the patients performed 80 trials for each condition (prosthetic foot condition, healthy foot condition, and control condition). Before the experiment, the patients performed 60 trials as a training for the visual detection task. The order of each condition was counterbalanced across the participants.
Condition
To measure attention to the prosthetic foot, the conditions were defined as prosthetic foot, healthy foot, and control conditions (Fig. 1c). In the prosthetic foot condition, the patient placed their prosthesis on the foot-stand (knee extension), with the prosthetic foot positioned such that the visual stimulus was located at the center of the prosthesis ankle. The healthy foot was placed on the ground. In the healthy foot condition, the patient placed the healthy foot on the foot-stand (knee extension), with the healthy foot positioned where the visual stimulus on the healthy side was presented. In the control condition, the prosthetic foot and healthy foot were both on the ground, and participants responded to visual stimuli to confirm the attentional bias between the amputated and healthy sides. To be precise, when the patient with the left lower limb performed the visual detection task in the prosthetic foot condition, the left prosthesis was positioned below the left visual stimulus.
Subjective embodiment of the prosthetic foot
Subjective embodiment of the prosthetic foot was assessed by asking the following question in Japanese: “I felt as if the prosthetic foot is my foot.” Patients rated the subjective embodiment score of the prosthetic foot on an 11-point Likert scale ranging from − 5 (I completely disagree) to + 5 (I completely agree). This method of assessing subjective embodiment has been described in a previous study45.
Maximum walking speed
Maximum walking speed was measured by asking participants to walk 14 m and recording the time it took for them to walk 10 m (excluding 2 m at the start and at the end). The participants were instructed to walk as quickly as possible. The time data were averaged and calculated as walking speed (m/s).
FIM
Independence of walking was measured using a sub-item of FIM22,23. The FIM scores range from 1 to 7 (7: complete independence, 6: modified independence [using device], 5: supervision [without assistance], 4: minimal assistance, 3: moderate assistance, 2: maximal assistance, 1: total assistance or not testable). Scores below six required another person for supervision or assistance.
Number of assistive devices
The patients used assistive devices (axillary crutch, forearm crutch, or T-cane) during walking to support the body. The number of assistive devices used was counted in the initial and final stages; the fewer assistive devices used, the better the ability to walk with a prosthesis.
Vividness of the phantom limb and intensity of phantom limb pain
Patient characteristics, such as the vividness of the phantom limb and the intensity of phantom limb pain, were assessed using a questionnaire. Patients rated the vividness of the phantom limb and intensity of the phantom limb pain using an 11-point numerical rating scale from 0 (no) to 10 (worst imaginable pain or very vivid phantom limb). These methods of assessing the vividness of the phantom limb and the intensity of phantom limb pain were reported in a previous study46.
Analyses
The index of attention to the prosthetic foot was calculated by excluding the spatial attention bias specific to amputation47 (refer to Fig. 6). First, the attention score was calculated by subtracting the reaction time for the target in the prosthetic foot position from that of the opposite side. Second, spatial attentional bias was subtracted from the reaction time on the healthy side and the amputation side in the control condition. We then subtracted the spatial attentional bias from the attention score, based on previous reports that patients neglected the space near their missing limb47. Similarly, the index of attention to the healthy foot was also calculated.
To elucidate the attention to the prosthetic foot, we performed a two-way ANOVA with repeated measures (foot and stage), and multiple comparisons as a post hoc test with Bonferroni correction. To test the relationship between the index of attention to the prosthetic foot and the healthy foot, we performed a correlation analysis with both the initial and final stage data.
Furthermore, to examine which amputation-specific factors affected the index of attention to the prosthetic foot, we analyzed the correlation between the index of attention to the prosthetic foot and clinical characteristics of patients, such as age, duration of using the prosthetic foot, subjective embodiment of the prosthetic foot, maximum walking speed, vividness of the phantom limb, and phantom limb pain, with Pearson product-moment correlation coefficients or Spearman’s rank correlation coefficients. Additionally, to clarify the change from the initial stage to the final stage, we analyzed the maximum walking speed, subjective embodiment of the prosthetic foot, vividness of the phantom limb, and phantom limb pain in the initial and final stages using paired t-test or Wilcoxon signed-rank test. All data were checked for normality by Shapiro–Wilk test and then statistical analyses were performed. Statistical significance was set at p < 0.05.
Change history
02 August 2022
A Correction to this paper has been published: https://doi.org/10.1038/s41598-022-17654-6
References
Imaizumi, S., Asai, T. & Koyama, S. Embodied prosthetic arm stabilizes body posture, while unembodied one perturbs it. Conscious. Cogn. 45, 75–88. https://doi.org/10.1016/j.concog.2016.08.019 (2016).
Bekrater-Bodmann, R., Reinhard, I., Diers, M., Fuchs, X. & Flor, H. Relationship of prosthesis ownership and phantom limb pain: Results of a survey in 2,383 limb amputees. Pain https://doi.org/10.1097/j.pain.0000000000002063 (2020).
Bekrater-Bodmann, R. Factors associated with prosthesis embodiment and its importance for prosthetic satisfaction in lower limb amputees. Front. Neurorobot. 14, 604376. https://doi.org/10.3389/fnbot.2020.604376 (2020).
Niedernhuber, M., Barone, D. G. & Lenggenhager, B. Prostheses as extensions of the body: Progress and challenges. Neurosci. Biobehav. Rev. 92, 1–6. https://doi.org/10.1016/j.neubiorev.2018.04.020 (2018).
Johannesson, A., Larsson, G. U. & Oberg, T. From major amputation to prosthetic outcome: A prospective study of 190 patients in a defined population. Prosthet. Orthot. Int. 28, 9–21. https://doi.org/10.3109/03093640409167920 (2004).
Johannesson, A. et al. Outcomes of a standardized surgical and rehabilitation program in transtibial amputation for peripheral vascular disease: A prospective cohort study. Am. J. Phys. Med. Rehabil. 89, 293–303. https://doi.org/10.1097/PHM.0b013e3181cf1bee (2010).
Corbetta, M. & Shulman, G. L. Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci. 3, 201–215. https://doi.org/10.1038/nrn755 (2002).
Luck, S. J., Woodman, G. F. & Vogel, E. K. Event-related potential studies of attention. Trends Cogn. Sci. 4, 432–440. https://doi.org/10.1016/s1364-6613(00)01545-x (2000).
Posner, M. I. & Petersen, S. E. The attention system of the human brain. Annu. Rev. Neurosci. 13, 25–42. https://doi.org/10.1146/annurev.ne.13.030190.000325 (1990).
Oouchida, Y. et al. Maladaptive change of body representation in the brain after damage to central or peripheral nervous system. Neurosci. Res. 104, 38–43. https://doi.org/10.1016/j.neures.2015.12.015 (2016).
Wolpert, D. M. & Miall, R. C. Forward models for physiological motor control. Neural Netw. 9, 1265–1279. https://doi.org/10.1016/s0893-6080(96)00035-4 (1996).
Aizu, N., Oouchida, Y. & Izumi, S. I. Time-dependent decline of body-specific attention to the paretic limb in chronic stroke patients. Neurology 91, e751–e758. https://doi.org/10.1212/wnl.0000000000006030 (2018).
Kao, K. L. & Goodale, M. A. Enhanced detection of visual targets on the hand and familiar tools. Neuropsychologia 47, 2454–2463. https://doi.org/10.1016/j.neuropsychologia.2009.04.016 (2009).
Reed, C. L., Betz, R., Garza, J. P. & Roberts, R. J. Jr. Grab it! Biased attention in functional hand and tool space. Atten. Percept. Psychophys. 72, 236–245. https://doi.org/10.3758/app.72.1.236 (2010).
Reed, C. L., Grubb, J. D. & Steele, C. Hands up: Attentional prioritization of space near the hand. J. Exp. Psychol. Hum. Percept. Perform. 32, 166–177. https://doi.org/10.1037/0096-1523.32.1.166 (2006).
Aizu, N. et al. Body-specific attention to the hands and feet in healthy adults. Front. Syst. Neurosci. 15, 805746. https://doi.org/10.3389/fnsys.2021.805746 (2022).
Stettler, B. A. & Thomas, L. E. Visual processing is biased in peripersonal foot space. Atten. Percept. Psychophys. 79, 298–305. https://doi.org/10.3758/s13414-016-1225-1 (2017).
Stone, K. D., Kandula, M., Keizer, A. & Dijkerman, H. C. Peripersonal space boundaries around the lower limbs. Exp. Brain Res. 236, 161–173. https://doi.org/10.1007/s00221-017-5115-0 (2018).
Iriki, A., Tanaka, M. & Iwamura, Y. Coding of modified body schema during tool use by macaque postcentral neurones. NeuroReport 7, 2325–2330. https://doi.org/10.1097/00001756-199610020-00010 (1996).
Maravita, A. & Iriki, A. Tools for the body (schema). Trends Cogn. Sci. 8, 79–86. https://doi.org/10.1016/j.tics.2003.12.008 (2004).
Faul, F., Erdfelder, E., Lang, A.-G. & Buchner, A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav. Res. Methods 39, 175–191 (2007).
Heinemann, A. W., Linacre, J. M., Wright, B. D., Hamilton, B. B. & Granger, C. Relationships between impairment and physical disability as measured by the functional independence measure. Arch. Phys. Med. Rehabil. 74, 566–573. https://doi.org/10.1016/0003-9993(93)90153-2 (1993).
Linacre, J. M., Heinemann, A. W., Wright, B. D., Granger, C. V. & Hamilton, B. B. The structure and stability of the Functional Independence Measure. Arch. Phys. Med. Rehabil. 75, 127–132 (1994).
Day, B. L. & Cole, J. Vestibular-evoked postural responses in the absence of somatosensory information. Brain 125, 2081–2088. https://doi.org/10.1093/brain/awf212 (2002).
Fernie, G. R. & Holliday, P. J. Postural sway in amputees and normal subjects. J. Bone Jt. Surg. Am. 60, 895–898 (1978).
Hermodsson, Y., Ekdahl, C., Persson, B. M. & Roxendal, G. Standing balance in trans-tibial amputees following vascular disease or trauma: A comparative study with healthy subjects. Prosthet. Orthot. Int. 18, 150–158. https://doi.org/10.3109/03093649409164400 (1994).
Isakov, E., Mizrahi, J., Ring, H., Susak, Z. & Hakim, N. Standing sway and weight-bearing distribution in people with below-knee amputations. Arch. Phys. Med. Rehabil. 73, 174–178 (1992).
Nadollek, H., Brauer, S. & Isles, R. Outcomes after trans-tibial amputation: The relationship between quiet stance ability, strength of hip abductor muscles and gait. Physiother. Res. Int. 7, 203–214. https://doi.org/10.1002/pri.260 (2002).
van den Heiligenberg, F. M. Z. et al. Artificial limb representation in amputees. Brain 141, 1422–1433. https://doi.org/10.1093/brain/awy054 (2018).
Botvinick, M. & Cohen, J. Rubber hands ‘feel’ touch that eyes see. Nature 391, 756. https://doi.org/10.1038/35784 (1998).
Tsakiris, M., Prabhu, G. & Haggard, P. Having a body versus moving your body: How agency structures body-ownership. Conscious. Cogn. 15, 423–432. https://doi.org/10.1016/j.concog.2005.09.004 (2006).
Tsakiris, M., Schutz-Bosbach, S. & Gallagher, S. On agency and body-ownership: Phenomenological and neurocognitive reflections. Conscious. Cogn. 16, 645–660. https://doi.org/10.1016/j.concog.2007.05.012 (2007).
Preatoni, G., Valle, G., Petrini, F. M. & Raspopovic, S. Lightening the perceived prosthesis weight with neural embodiment promoted by sensory feedback. Curr. Biol. https://doi.org/10.1016/j.cub.2020.11.069 (2021).
Petrini, F. M. et al. Sensory feedback restoration in leg amputees improves walking speed, metabolic cost and phantom pain. Nat. Med. 25, 1356–1363. https://doi.org/10.1038/s41591-019-0567-3 (2019).
Murray, C. D. An interpretative phenomenological analysis of the embodiment of artificial limbs. Disabil. Rehabil. 26, 963–973. https://doi.org/10.1080/09638280410001696764 (2004).
Peh, S. Y., Chow, J. Y. & Davids, K. Focus of attention and its impact on movement behaviour. J. Sci. Med. Sport 14, 70–78. https://doi.org/10.1016/j.jsams.2010.07.002 (2011).
Wulf, G. Attentional focus and motor learning: A review of 15 years. Int. Rev. Sport Exerc. Psychol. 6, 77–104. https://doi.org/10.1080/1750984X.2012.723728 (2013).
Sakurada, T. et al. Prefrontal activity predicts individual differences in optimal attentional strategy for preventing motor performance decline: A functional near-infrared spectroscopy study. Neurophotonics 6, 025012. https://doi.org/10.1117/1.NPh.6.2.025012 (2019).
Sakurada, T., Hirai, M. & Watanabe, E. Optimization of a motor learning attention-directing strategy based on an individual’s motor imagery ability. Exp. Brain Res. 234, 301–311. https://doi.org/10.1007/s00221-015-4464-9 (2016).
Sakurada, T., Nakajima, T., Morita, M., Hirai, M. & Watanabe, E. Improved motor performance in patients with acute stroke using the optimal individual attentional strategy. Sci. Rep. 7, 40592. https://doi.org/10.1038/srep40592 (2017).
Fukuda, I. & Kobayashi, R. The effect of the toes-grip training in healthy young adults. Phys. Ther. Jpn. 35, 261–266. https://doi.org/10.15063/rigaku.KJ00005028753 (2008).
Hashimoto, T. & Sakuraba, K. Strength training for the intrinsic flexor muscles of the foot: effects on muscle strength, the foot arch, and dynamic parameters before and after the training. J. Phys. Ther. Sci. 26, 373–376. https://doi.org/10.1589/jpts.26.373 (2014).
Menz, H. B., Morris, M. E. & Lord, S. R. Foot and ankle characteristics associated with impaired balance and functional ability in older people. J. Gerontol. A Biol. Sci. Med. Sci. 60, 1546–1552. https://doi.org/10.1093/gerona/60.12.1546 (2005).
Boccia, M. et al. Neural modifications in lower limb amputation: An fMRI study on action and non-action oriented body representations. Brain Imaging Behav. 14, 416–425. https://doi.org/10.1007/s11682-019-00142-3 (2020).
Bekrater-Bodmann, R. Perceptual correlates of successful body-prosthesis interaction in lower limb amputees: Psychometric characterisation and development of the Prosthesis Embodiment Scale. Sci. Rep. 10, 14203–14203. https://doi.org/10.1038/s41598-020-70828-y (2020).
Lyu, Y., Guo, X., Bekrater-Bodmann, R., Flor, H. & Tong, S. Phantom limb perception interferes with motor imagery after unilateral upper-limb amputation. Sci. Rep. 6, 21100. https://doi.org/10.1038/srep21100 (2016).
Makin, T. R., Wilf, M., Schwartz, I. & Zohary, E. Amputees, “neglect” the space near their missing hand. Psychol. Sci. 21, 55–57. https://doi.org/10.1177/0956797609354739 (2010).
Acknowledgements
We thank the patients with lower limb amputation who participated in our experiments, and Nagai Mayumi, Eizaburo Suzuki, and Genji Abe for their assistance with the data collection. This work was partially supported by JSPS KAKENHI, Grant-in-Aid for Scientific Research on Innovative Areas (Grant Number: 2612007, 20H05456) and Grant-in-Aid for Young Scientists (Grant Number: 19K19826).
Author information
Authors and Affiliations
Contributions
N.A. and Y.O. conceived the study concept and design; N.A. and Y.O. collected data; N.A., Y.O., K.Y. and K.N. analyzed and interpreted the data; S.I. supervised the: study. All authors reviewed the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The original online version of this Article was revised: The original version of this Article contained an error in the spelling of the author Shin-Ichi Izumi which was incorrectly given as Izumi Shin-Ichi.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Aizu, N., Oouchida, Y., Yamada, K. et al. Use-dependent increase in attention to the prosthetic foot in patients with lower limb amputation. Sci Rep 12, 12624 (2022). https://doi.org/10.1038/s41598-022-16732-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-022-16732-z
This article is cited by
-
Enhancement of sense of ownership using virtual and haptic feedback
Scientific Reports (2024)
-
Facilitation of imitative movement in patients with chronic hemiplegia triggered by illusory ownership
Scientific Reports (2023)
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.