Cortical plasticity induced by different degrees of peripheral nerve injuries: a rat functional magnetic resonance imaging study under 9.4 Tesla
© Li et al.; licensee BioMed Central Ltd. 2013
Received: 29 October 2012
Accepted: 25 April 2013
Published: 9 May 2013
Major peripheral nerve injuries not only result in local deficits but may also cause distal atrophy of target muscles or permanent loss of sensation. Likewise, these injuries have been shown to instigate long-lasting central cortical reorganization.
Cortical plasticity changes induced after various types of major peripheral nerve injury using an electrical stimulation technique to the rat upper extremity and functional magnetic resonance imaging (fMRI) were examined. Studies were completed out immediately after injury (acute stage) and at two weeks (subacute stage) to evaluate time affect on plasticity.
After right-side median nerve transection, cortical representation of activation of the right-side ulnar nerve expanded intra-hemispherically into the cortical region that had been occupied by the median nerve representation After unilateral transection of both median and ulnar nerves, cortical representation of activation of the radial nerve on the same side of the body also demonstrated intra-hemispheric expansion. However, simultaneous electrical stimulation of the contralateral uninjured median and ulnar nerves resulted in a representation that had expanded both intra- and inter-hemispherically into the cortical region previously occupied by the two transected nerve representations.
After major peripheral nerve injury, an adjacent nerve, with similar function to the injured nerve, may become significantly over-activated in the cortex when stimulated. This results in intra-hemispheric cortical expansion as the only component of cortical plasticity. When all nerves responsible for a certain function are injured, the same nerves on the contralateral side of the body are affected and become significantly over-activated during a task. Both intra- and inter-hemispheric cortical expansion exist, while the latter dominates cortical plasticity.
KeywordsFunctional magnetic resonance imaging (fMRI) Cortical plasticity Peripheral nervous system (PNS) Central nervous system Nerve injury BOLD
Nerve regeneration following peripheral nerve injury has been of interest to surgeons and neuroscientists for decades [1–5]. New surgical methods, such as partial nerve transfer and cross-C7 transfer, have been introduced to treat peripheral nerve injury [1, 6–8]. Despite these advances in peripheral nerve surgery, functional recovery continues to have clinical shortcomings. A universal hypothesis examining this is that knowledge of the central nervous system’s (CNS) response post nerve injury and repair will lead to improved clinical procedures. This CNS plasticity following nerve injury and repair has been increasingly studied in recent years [9–15]. A recent study showed brain activation maps of the four major branches of the rat brachial plexus using functional magnetic resonance imaging (fMRI) . Chen et al.  observed cortical rearrangement using fMRI following human toe-to-finger transplantation. Beaulieu et al.  reported that after cross-C7 grafts of the brachial plexus, cerebral plasticity could be observed using fMRI. They found that flexion of the neurotized arm is associated with bilateral cortical network activity. The contralateral cortex originally involved in control of the rescued arm still participates in the elaboration and control of the task through the bilateral premotor and primary motor cortices.
Functional MRI techniques are used in this investigation. These experiments are based on blood oxygen level dependent (BOLD) MRI contrast, which arises from change in oxygenation of hemoglobin that is associated with neural activity , noting that deoxyhemoglobin (dHb) is paramagnetic and oxyhemoglobin is diamagnetic . A previous paper from our group reported detailed BOLD fMRI cortical representation maps of the rat that were obtained by stimulation of each of the four terminal branches of the brachial plexus .
Total deafferentation is the most severe case of peripheral nerve injury in the upper limb. The methodology of fMRI has been used to observe inter-hemispheric neuroplasticity following total forelimb deafferentation . In another study, inter-hemispheric cortical plasticity deafferentation was also reported by Pelled et al.  following complete deafferentation.
In the present study, we report results obtained by transection in the rat forearm not only of a single nerve but also of nerve pairs. Given this, it was hypothesized that patterns of cortical plasticity caused by these types of peripheral nerve injuries would be different from those induced by total deafferentation. These differences could potentially lead to new and more refined rehabilitation and reeducation programs that may improve clinical outcomes.
Materials and methods
In each rat, the brachial plexus was exposed bilaterally by an incision made along the medial aspect of the upper extremity and extending into the axilla and a portion of the flank. A plastic-sheet barrier was used to isolate the nerve, ensuring that the electrode fixed to the nerve contacted only the nerve to be stimulated. Stainless-steel, 150-μm-diameter bipolar electrodes (AISI 304, Plastics One, Roanoke, VA) were used in all experiments. All nerve injuries were made on the right side of the rat.
Rats in the ASNI and SSNI groups had the right median nerve transected 1 cm proximal to the elbow. Four electrodes were used in each rat: (i) the proximal end of the transected right median nerve, (ii) the right ulnar nerve, (iii) the left median nerve, and (iv) the left ulnar nerve. ASNI rats had electrodes placed at the time of injury, while SSNI rats were rested for two weeks followed by surgical implantation of electrodes just prior to the fMRI studies. All incisions were closed after surgery.
Rats in the ADNI and SDNI groups had the right median and ulnar nerves surgically transected 1 cm proximal to the elbow. Four electrodes were used in each rat: (i) the proximal ends of the transected right median and ulnar nerves bundled together, (ii) the right radial nerve, (iii) the left median and ulnar nerve bundle, and (iv) the left radial nerve. Electrodes were placed in ADNI rats at the time of injury. SDNI rats were rested for two weeks followed by surgical implantation of electrodes just prior to the fMRI studies. All incisions were closed after surgery.
Prior to fMRI acquisition, the right femoral artery and vein of each rat was cannulated for blood pressure monitoring and continuous intravenous (IV) drug administration. The trachea was cannulated to allow mechanical ventilation. The total surgical time, including nerve transection and placement of electrodes, varied from 1.5 to 2 hours. Rats in the ASNI and ADNI groups were scanned immediately after surgery to acquire data of cortical activation following acute nerve injury. Rats in the SSNI and SDNI groups underwent fMRI data acquisition after the second surgery to study the effects of subacute nerve injury.
Medetomidine hydrochloride (Domitor, Pfizer, New York, NY) has been used successfully in prior fMRI studies [22–24] and was used here. The rat was placed supine, and anesthesia was provided by 1% isoflurane vaporized into 30–70% O2/N2 during surgery. Isoflurane was tapered off during the fMRI portion of the study, and a continuous IV infusion of Domitor (Pfizer, USA. 0.1 mg/kg/hr) and pancuronium bromide ( Hospira, Lake Forest, IL. 2 mg/kg/hr) was used for maintenance of anesthesia and muscle paralysis. The rat was placed on a mechanical ventilator (MRI-1 Ventilator, CWE, Ardmore, PA) using 30–70% O2/N2.
Each rat was placed on a custom-designed cradle fabricated from G-10 fiberglass material. The cradle was equipped with a warming pad controlled by a water-pump-driven temperature regulator (Medi-Therm III, Gaymar Industries, Orchard Park, NY).
Mild electrical stimulation at 10 Hz frequency, 0.5 mA current, and 1 ms duration was applied to the nerve trunk in all groups using a square-pulse electrical stimulator (S88 Square Pulse Stimulator, Grass Telefactor, West Warwick, RI) . This stimulation intensity is non-noxious, and it does not require the participation of sensory bodies in the skin and cutaneous tissue that generate most of the painful sensation. It is the same technique that is used clinically to test nerve continuity intra-operatively on humans and has been shown to be innocuous . We confirmed the non-noxious stimulation state by physiological monitoring. Throughout the stimulation session, there were no significant changes in arterial blood pressure, core temperature, or heart rate. Each nerve stimulation sequence began with an OFF period of 40 s followed by three repetitions of ON for 20 s and OFF for 40 s (total scan time = 3 min 40 s). This time sequence defines a reference waveform. The stimulation sequence was computer-controlled with LabVIEW software (National Instruments, Austin, TX) and started by a trigger pulse delivered by the scanner. Gradient echo (GE) scans (TE = 18.4 ms, TR = 2 s, matrix 96 × 96 and zero filled to 128 × 128, FOV = 4 cm, number of repetitions = 110, 10 contiguous 1 mm scans) were acquired using an echo-planar imaging (EPI) sequence on the 9.4 T/30 cm Bruker AVANCE MRI scanner (Bruker BioSpin, Billerica, MA) equipped with a receiving surface-coil (T9208) and a linear transmit-coil (T10325). Two sets of GE data were collected for each stimulation in order to ensure the reproducibility of our results. Each set of GE data consisted of a time course of images. In fMRI, a pixel time course waveform can be formed from the intensity of a given pixel in each image of an image time course. Cross-correlation of the reference waveform with every pixel time course was performed on each individual animal before group analysis. Maps of colorized correlation coefficients were overlaid on an anatomical image to produce an fMRI image. See Cho et al.  for more detail.
During fMRI acquisition, invasive blood pressure, core body temperature, respiratory rate (Model 1025, SA Instruments, Stony Brook, NY), pulse oximetry (8600V, Nonin Medical, Plymouth, MN), arterial blood gases (i-Stat, Heska, Loveland, CO), and inspired/expired O2 and CO2 (POET IQ2, Criticare Systems, Waukesha, WI) were monitored (WinDaq Pro, DataQ Instruments, Akron, OH) and maintained within normal physiologic ranges. Rats were euthanized upon completion of the study.
EPI scans were registered to ideal anatomy using the Oxford Center for Functional Magnetic Resonance Imaging of the Brain (FMRIB) Linear Image Registration Tool (FLIRT) software . Data for each nerve and stimulation protocol were averaged and masked using Analysis of Functional NeuroImages (AFNI) software . Activation was determined with a P-value threshold of 0.005 in group analysis after multiple comparison corrections (AlphaSim). Voxels were classified as active if the statistic was above threshold and counted (3dmaskave) across all slices. Voxel color-coding was determined by the amplitude of the fit coefficient. Regions of interest (ROIs) were drawn by consulting the activation map and cross-referencing it with the Paxinos and Watson rat atlas . In this study, bilateral somatosensory cortex (S1) and motor cortex (M1) areas were selected as primary ROIs. With this method, the degree of cortical activation in different functional areas can be quantified by the area (or number) of activated voxels.
In the subacute stage, stimulation of the left median nerve continues to result in distinct localized sensorimotor activation (Figure 3C) that is similar to the activation observed in the acute stage (Figure 3A), with differences not of statistical significance (Figure 3I, left median). Figure 3E to H show cortical activation during the acute and subacute period arising from ulnar nerve stimulation on the right and left sides, respectively. There is no significant change in the activation area of the left-side ulnar nerve between acute and subacute stages (compare Figure 3E and G). The area of activation corresponding to the right ulnar nerve, however, increased when comparing the subacute to the acute stage (compare Figure 3F and H). This difference was shown to be statistically significant (Figure 3I). The expansion of the right ulnar nerve representation after right median nerve injury remained within the same hemisphere as the cortical representation of the right median nerve.
Figure 4 shows averaged results of coronal slices (-0.28 mm from bregma) for the ADNI and SDNI groups that underwent transection of the right median and ulnar nerve pair. Figures 4A to D show cortical activation in the acute and subacute injury stages when the median and ulnar nerve pairs on both sides were stimulated. In the acute stage, localized activation was found in the right sensorimotor cortex when stimulating the left nerve pair. In the subacute stage, stimulation of the left median and ulnar nerve pair showed an expanded area of cortical activation in the right sensorimotor area that also expanded into the left sensorimotor regions of the cortex (Figure 4C). The voxel count analysis shows this expansion to be statistically significant (Figure 4I, right median and ulnar). Cortical activation is absent in the subacute stage following stimulation of the injured right median and ulnar nerve pair (Figure 4D). Cortical activation in response to radial nerve stimulation is shown in Figure 4E through H. Cortical activation following stimulation of the left radial nerve remained essentially unchanged from the acute to subacute stages (Figure 4E and G). Stimulation of the right radial nerve resulted in a marked increase in sensorimotor activation in the left hemisphere and a moderate expansion into the motor regions of the right hemisphere. Stimulation of either the right radial nerve or the left median and ulnar nerve pair showed expansion of representation into the hemisphere contralateral to the stimulated side as well as into the ipsilateral hemisphere, which demonstrates inter-hemispheric cortical reorganization in response to nerve injury.
Interaction between the CNS and PNS in nerve injury and repair
A well-functioning extremity requires not only a healthy peripheral nervous system including muscular and sensory end-organs, but also a healthy CNS. Peripheral nerve injuries remain one of the most challenging surgical problems and may result in devastating function loss that can have profound social consequences
Nerve injuries result not only in changes at the site of injury but also cause distal atrophy of target muscles or permanent loss of sensation. These injuries have been shown to cause long-lasting cortical reorganization [33, 34]. Functional reorganization in the somatosensory and motor regions of the brain may explain the often disappointing results from severe peripheral nerve injuries and subsequent attempts at surgical repair. Clinically, there is no surgical repair technique that can assure full functional recovery following peripheral nerve repair.
Many studies have demonstrated that the functional outcome after nerve repair is superior in children than in adults [35, 36]. Lundberg suggested that sensory recovery is based on a learning process that is analogous to learning a new language, which is a CNS function and is a type of cortical plasticity . Based on these theories, many functional reeducation programs that focus on manipulating CNS plasticity have been used successfully in adult patients to improve functional outcomes following nerve repair. Sensory reeducation based on vision-guided touch  and constraint-induced therapy [39, 40] have been shown to improve surgical outcome. In addition, pharmacological intervention studies have indicated that norepinephrine can improve functional outcome when combined with physical therapy [41, 42].
As long as nerve repair is carried out with care and reasonable technical skill, the outcome appears to depend largely on CNS factors including functional cortical reorganization caused by misdirection in axonal outgrowth in the PNS . Many studies suggest that the nature of cortical plasticity is to activate existing cortical pathways that are normally suppressed under healthy conditions [43–45]. Other studies insist that cortical plasticity is caused by newly formed axons [46, 47]. Both may be correct. It is possible that different types of cortical plasticity. This is parallel to what was demonstrated in this study. We presume that both intra- and inter-hemispheric cortical expansion arise from activation of existing pathways since the actual functions of the median and ulnar nerves overlap and the left and right cortical representation areas for each nerve are connected across hemispheres by the corpus callosum. Our study established a reliable methodology in an animal model for visualization of cortical plasticity caused by nerve injury and/or repair, so that new intervention and reeducation procedures can be designed and evaluated.
When unrepaired nerve residue was stimulated, the neuronal activity in the corresponding cortex decreases markedly, resulting in a negative signal in voxel-wise t-test analysis (Figure 5B and F). Following cortical plasticity, the original cortical area of the damaged nerve seems to be partially taken by other nerves. This phenomenon has been well studied and documented in physiologic studies [9, 48, 49].
Intra-hemispheric cortical plasticity
This study fills the gap the previous two studies left in which only inter-hemispheric plasticity was discussed[50, 51]. In the present investigation, rapid changes were seen after injury. The sensory representation in the cortex upon stimulation of the proximal end of the cut nerve (compare Figure 3A and B) disappeared within two weeks (Figure 3D). More interesting are changes in the patterns of cortical activation that occur in response to stimulation of adjacent nerves on the same side of injury, as well as stimulation of contralateral nerves. The median nerve carries motor innervation that is primarily flexor in origin, with the balance of flexor innervation carried out by the ulnar nerve. When the median nerve is transected, the ipsilateral ulnar nerve representation in the cortex appears to expand during a two-week period to include more of the sensorimotor region. Apparently, the cortex reallocates resources to enhance sensorimotor interaction with the ulnar nerve in response to the loss of function resulting from injury to the median nerve. This finding is consistent with prior electrophysiology studies as well .
Intra-hemispheric cortical plasticity may occur because the resulting median nerve injury has not fully compromised flexor functioning of the forepaw digits and wrist. In addition, previous studies have demonstrated that there is overlap in cortical representation of the sensory components of the median, ulnar, and radial nerves . Thus, with median nerve injury, it is not surprising for the ipsilateral ulnar nerve to exhibit expanded cortical representation (Figure 3H). This is further evidenced by studying the ADNI and SDNI groups. In these two collections, the left and right radial nerves were stimulated after injury to the right median and ulnar nerve pair (Figure 4E through H). In this setting, Intra-hemispheric cortical expansion was evident at two weeks upon stimulation of the right radial nerve (Figure 4H) but absent with stimulation of the left side radial nerve (Figure 4G). Voxel-wise t-test analysis for both single median nerve injury group and combined median+ulnar nerve injury group clearly demonstrates this intra-hemispheric cortical plasticity. It also substantiates that this increase in the neuronal activity during the subacute stage is caused by not only the increased neurons being fired during task, but also the increased intensity when each neuron fires.
Inter-hemispheric cortical plasticity
The degree of functional loss was greater with transection of both the median and ulnar nerves compared to an isolated median nerve injury. Double nerve injury condition is fundamentally similar as previous published studies in which three and four major nerves of forelimb were destroyed in the sense that the entire biological function was knocked out. With this injury, the forepaw has only limited sensory and motor function, which is provided through the radial nerve. With the nerve pair injury used in this study, the involved limb completely loses the flexion function that is very essential to the daily movement of the animal. While in the previous studies, animals lost both flexion and extension functions as the result of complete limb deafferentation surgery. In order to deal with this complete function loss, appropriately, the cortical allocates resources to enhance interactions with the remaining uninjured ipsilateral radial nerve in order to maximize the remaining function of the injured extremity.
This observation of changing cortical representation reinforces the notion that any given region of the cortex may have multiple secondary synaptic connections beyond the primary innervation to that cortical region. These secondary connections are normally inhibited or masked in the non-injured state. In the setting of nerve injury, it is hypothesized that the primary innervation fails, resulting in an unmasking of these secondary connections and thus explaining the cortical expansion seen in representations of adjacent non-injured nerves .
Inter-hemispheric cortical expansion was observed in the setting of combined median and ulnar nerve injury, but absent with isolated median nerve injury. With median and ulnar nerve injuries, flexion of the forepaw digits and wrist is absent along with complete loss of volar sensation and a partial loss of dorsal sensation of the forepaw. With this degree of function loss, the rat becomes much more dependent on the uninjured forepaw compared to an isolated loss of median nerve function. Thus, stimulation of the left uninjured median and ulnar nerve pair displays significant intra- and inter-hemispheric cortical expansion. Inter-hemispheric cortical expansion implies that the two hemispheres are connected. However, stimulation of the left radial nerve displays neither intra- or inter-hemispheric cortical expansion, suggesting that the cortex does not need to enhance or devote more resources to the extensor function of the non-injured hand.
Only voxel-wise t-test analysis from the combined median and ulnar nerve injury group shows this inter-hemispheric cortical plasticity pattern (Figure 5E and H). Similar as it is in the single nerve injury group, for higher degree of nerve injury, both the neuron number and the intensity of neuronal response increase during the subacute stage. The difference is this over activation pattern involving both hemispheres.
What is clear from these two sets of experiments is that the gradation of functional loss produced by different degree of nerve injuries impacts the pattern of cortical reorganization. In addition, inter-hemispheric cortical expansion appears more likely to occur when there is a higher degree of functional loss in one extremity as the body and cortex try to response.
Cortical expansion and cortical plasticity
Many studies have shown that reorganization of the rat cortex in response to peripheral nerve by either expansion of the representation of adjacent nerves on the same extremity or the representation of corresponding nerves on the side contralateral to nerve injury. This reorganization may be important when considering nerve repair options. It is not always possible for direct nerve repair or the use of cable grafts [52, 53] to restore function to the denervated muscles or sensory end-organs. In these circumstances, a donor nerve may be an option, but choosing the appropriate donor can be challenging. A donor nerve on the same side as the nerve injury may exacerbate the degree of functional loss observed in the injured extremity. Choosing a contralateral donor nerve (such as the C7 nerve root) may be technically more challenging [7, 54–56] and may require a longer period for the nerve-regeneration process. The emerging use of partial nerve transfers [57–59] may make sense in terms of impact on the cortical changes that occur in response to partial nerve redirection. The intra-hemispheric cortical expansion observed with stimulation of the ulnar nerve two weeks after median nerve injury suggests that a partial ulnar nerve transfer could be used to restore the relationship between the expanded cortical regions and reinnervated portions of the median nerve. Similarly, the implications of the intra-hemispheric cortical expansion observed with the right radial nerve stimulation two weeks after the right median and ulnar nerve injury suggests that a partial right radial donor nerve will help to restore the relationship between the expanded cortical region with some flexor function or protective volar sensation.
Both intra- and inter-hemispheric cortical expansion of the representations of the left median and ulnar nerves is observed two weeks after right nerve pair transection. It may be possible to use left median or ulnar nerve fascicles in a partial-nerve-transfer surgical strategy, which will help to reestablish the relationship with the expanded cortical regions and the motor and sensory regions of the reinnervated portions of the injured nerve pair. Similarly, stimulation of the left radial nerve two weeks after injury of the right median and ulnar nerve pair showed neither patterns of cortical expansion, suggesting that it may be more difficult to restore the cortical relationship with portions of the reinnervated right nerve pair when using a portion of the left radial nerve as a donor.
A possible concern about this study is that scar tissue around the nerve and electrodes could affect the efficiency of stimulation of the nerves in the subacute stage groups. Histology confirmed the presence of scarring in these groups. Scarring would be expected to reduce the effects reported here. Other uninjured nerves were not studied in these experiments, and the degree of cortical reorganization that might be observed in response to stimulation of these nerves could lead to additional candidate donors. Changes in the cortex in response to nerve injury and repair, including the use of different donor nerves, will need to be studied in future work.
In conclusion, this study describes cortical plasticity in the sensorimotor cortex caused by peripheral nerve injury using direct nerve stimulation and fMRI. According to our study, when a nerve of the rat forelimb is injured, a nearby nerve with a similar function to the injured nerve becomes significantly over-activated. Under this condition, intra-hemispheric cortical expansion becomes the most significant component of cortical plasticity. When all nerves responsible for a certain function are injured, the same nerves on the contralateral side of the body are affected and become significantly over-activated during task. Both intra- and inter-hemispheric cortical expansion exist, while the latter dominates cortical plasticity.
This work is supported by Grant support: R01 EB000215 (NIBIB/NIH).
- Dreissen JJ: Peripheral nerve injuries: microsurgical repair with interfascicular autografts. Clin Neurol Neurosurg 1975, 77:128–135.PubMedGoogle Scholar
- Flores LP: Functional assessment of C-5 ventral rootlets by intraoperative electrical stimulation of the supraclavicular segment of the long thoracic nerve during brachial plexus surgery. J Neurosurg 2008, 108:533–540.PubMedView ArticleGoogle Scholar
- Miyamaru S, Kumai Y, Ito T, Yumoto E: Effects of long-term denervation on the rat thyroarytenoid muscle. Laryngoscope 2008, 118:1318–1323.PubMedView ArticleGoogle Scholar
- Taras JS, Jacoby SM: Repair of lacerated peripheral nerves with nerve conduits. Tech Hand Up Extrem Surg 2008, 12:100–106.PubMedView ArticleGoogle Scholar
- Xu QG, Midha R, Martinez JA, Guo GF, Zochodne DW: Facilitated sprouting in a peripheral nerve injury. Neuroscience 2008, 152:877–887.PubMedView ArticleGoogle Scholar
- Beaulieu JY, Blustajn J, Teboul F, Baud P, De Schonen S, Thiebaud JB, Oberlin C: Cerebral plasticity in crossed C7 grafts of the brachial plexus: An fMRI study. Microsurgery 2006, 26:303–310.PubMedView ArticleGoogle Scholar
- Gu YD, Zhang GM, Chen DS, Yan J-G, Cheng XM, Chen L: Seventh cervical nerve root transfer from the contralateral healthy side for treatment of brachial plexus root avulsion. J Hand Surg [Br] 1992, 17:518–521.Google Scholar
- Millesi H, Meissl G, Berger A: Further experience with interfascicular grafting of the median, ulnar, and radial nerves. J Bone Joint Surg Am 1976, 58:209–218.PubMedGoogle Scholar
- Adachi K, Lee JC, Hu JW, Yao D, Sessle BJ: Motor cortex neuroplasticity associated with lingual nerve injury in rats. Somatosens Mot Res 2007, 24:97–109.PubMedView ArticleGoogle Scholar
- Lundborg G: Brain plasticity and hand surgery: an overview. J Hand Surg Br 2000, 25:242–252.PubMedGoogle Scholar
- Lundborg G: Richard P. Bunge memorial lecture. Nerve injury and repair--a challenge to the plastic brain. J Peripher Nerv Syst 2003,Dec;8(4):209–226.View ArticleGoogle Scholar
- Navarro X, Vivo M, Valero-Cabre A: Neural plasticity after peripheral nerve injury and regeneration. Prog Neurobiol 2007, 82:163–201.PubMedView ArticleGoogle Scholar
- Nudo RJ, Milliken GW: Reorganization of movement representations in primary motor cortex following focal ischemic infarcts in adult squirrel monkeys. J Neurophysiol 1996, 75:2144–2149.PubMedGoogle Scholar
- Pelled G: MRI of neuronal plasticity in rodent models. Methods Mol Biol 2011, 711:567–578.PubMedView ArticleGoogle Scholar
- Pelled G, Chuang KH, Dodd SJ, Koretsky AP: Functional MRI detection of bilateral cortical reorganization in the rodent brain following peripheral nerve deafferentation. Neuroimage 2007, 37:262–273.PubMedView ArticleGoogle Scholar
- Cho YR, Pawela CP, Li R, Kao D, Schulte ML, Runquist ML, Yan J-G, Matloub HS, Jaradeh SS, Hudetz AG, Hyde JS: Refining the sensory and motor ratunculus of the rat upper extremity using fMRI and direct nerve stimulation. Magn Reson Med 2007, 58:901–909.PubMedView ArticleGoogle Scholar
- Chen CJ, Liu HL, Wei FC, Chu NS: Functional MR imaging of the human sensorimotor cortex after toe-to-finger transplantation. Am J Neuroradiol 2006, 27:1617–1621.PubMedGoogle Scholar
- Ogawa S, Lee TM, Nayak AS, Glynn P: Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields. Magn Reson Med 1990, 14:68–78.PubMedView ArticleGoogle Scholar
- Pauling L, Coryell C: The magnetic properties and structure of hemoglobin, oxyhemoglobin, and carbon monooxyhemoglobin. Proc Natl Acad Sci USA 1936, 22:210–216.PubMedView ArticleGoogle Scholar
- Pawela CP, Biswal BB, Hudetz AG, Li R, Jones SR, Cho YR, Matloub HS, Hyde JS: Interhemispheric neuroplasticity following limb deafferentation detected by resting-state functional connectivity magnetic resonance imaging (fcMRI) and functional magnetic resonance imaging (fMRI). Neuroimage 2010, 49:2467–2478.PubMedView ArticleGoogle Scholar
- Pawela CP, Hudetz AG, Ward BD, Schulte ML, Li R, Kao DS, Mauck MC, Cho YR, Neitz J, Hyde JS: Modeling of region-specific fMRI BOLD neurovascular response functions in rat brain reveals residual differences that correlate with the differences in regional evoked potentials. Neuroimage 2008, 41:525–534.PubMedView ArticleGoogle Scholar
- Pawela CP, Schulte ML, Cho YR, Li R, Hudetz AG, Hyde JS: Comparing rodent forepaw stimulation under two levels of Domitor anesthesia using laser Doppler and fMRI at 9.4T [abstract]. Proc Intl Soc Mag Reson Med 2007, 15:3216.Google Scholar
- Sommers MG, Pikkemaat JA, Booij LHDJ, Heerschap A: Improved anesthesia protocols for fMRI studies in rats: The use of medetomidine for stable, reversible sedation [abstract]. Proc Intl Soc Mag Reson Med 2002, 10:393.Google Scholar
- Weber R, Ramos-Cabrer P, Wiedermann D, van Camp N, Hoehn M: A fully noninvasive and robust experimental protocol for longitudinal fMRI studies in the rat. Neuroimage 2006, 29:1303–1310.PubMedView ArticleGoogle Scholar
- Van Camp N, Verhoye M, Van der Linden A: Stimulation of the rat somatosensory cortex at different frequencies and pulse widths. NMR Biomed 2006, 19:10–17.PubMedView ArticleGoogle Scholar
- Jenkinson M, Bannister P, Brady M, Smith S: Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 2002, 17:825–841.PubMedView ArticleGoogle Scholar
- Cox RW, Hyde JS: Software tools for analysis and visualization of fMRI data. NMR Biomed 1997, 10:171–178.PubMedView ArticleGoogle Scholar
- Paxinos G, Watson C: The Rat brain in stereotaxic coordinates. Boston: Elsevier; 2005.Google Scholar
- Chudler EH, Dong WK: The role of the basal ganglia in nociception and pain. Pain 1995, 60:3–38.PubMedView ArticleGoogle Scholar
- Lebel A, Becerra L, Wallin D, Moulton EA, Morris S, Pendse G, Jasciewicz J, Stein M, Aiello-Lammens M, Grant E: fMRI reveals distinct CNS processing during symptomatic and recovered complex regional pain syndrome in children. Brain 2008, 131:1854–1879.PubMedView ArticleGoogle Scholar
- Shih YY, Chen CC, Shyu BC, Lin ZJ, Chiang YC, Jaw FS, Chen YY, Chang C: A new scenario for negative functional magnetic resonance imaging signals: endogenous neurotransmission. J Neurosci 2009, 29:3036–3044.PubMedView ArticleGoogle Scholar
- Zhang Y, Yang C, Xu X, Jiao R, Jin H, Lv Y, Yang H, Xu M: Morphine dependence changes the role of droperidol on pain-related electric activities in caudate nucleus. Biochem Biophys Res Commun 2008, 372:179–185.PubMedView ArticleGoogle Scholar
- Lundborg G, Björkman A, Rosén B: Enhanced sensory relearning after nerve repair by using repeated forearm anaesthesia: aspects on time dynamics of treatment. Acta Neurochir Suppl. 2007, 100:121–126.PubMedView ArticleGoogle Scholar
- Wall JT, Kaas JH, Sur M, Nelson RJ, Felleman DJ, Merzenich MM: Functional reorganization in somatosensory cortical areas 3b and 1 of adult monkeys after median nerve repair: possible relationships to sensory recovery in humans. J Neurosci 1986, 6:218–233.PubMedGoogle Scholar
- Almquist EE, Smith OA, Fry L: Nerve conduction velocity, microscopic, and electron microscopy studies comparing repaired adult and baby monkey median nerves. J Hand Surg [Am] 1983, 8:406–410.Google Scholar
- Birch R, Raji AR: Repair of median and ulnar nerves. Primary suture is best. J Bone Joint Surg Br 1991, 73:154–157.PubMedGoogle Scholar
- Rosén B, Lundborg G: Sensory re-education after nerve repair: aspects of timing. Handchir Mikrochir Plast Chir 2004,Feb;36(1):8–12.Google Scholar
- Dellon AL: Evaluation of sensibility and reeducation of sensation in the hand. Baltimore: Williams & Wilkins; 1981.Google Scholar
- Nudo RJ, Milliken GW, Jenkins WM, Merzenich MM: Use-dependent alterations of movement representations in primary motor cortex of adult squirrel monkeys. J Neurosci 1996, 16:785–807.PubMedGoogle Scholar
- Taub E, Uswatte G, Elbert T: New treatments in neurorehabilitation founded on basic research. Nat Rev Neurosci 2002, 3:228–236.PubMedView ArticleGoogle Scholar
- Johansson BB, Grabowski M: Functional recovery after brain infarction: plasticity and neural transplantation. Brain Pathol 1994, 4:85–95.PubMedView ArticleGoogle Scholar
- Sutton RL, Feeny DM: Alpha-noradrenergic agonists and antagonists affect recovery and maintenance of beam-walking ability after sensorimotor cortex ablation in the rat. Restor Neurol Neurosci 1992, 4:1–11.PubMedGoogle Scholar
- Bjorkman A, Rosen B, Lundborg G: Acute improvement of hand sensibility after selective ipsilateral cutaneous forearm anaesthesia. Eur J Neurosci 2004, 20:2733–2736.PubMedView ArticleGoogle Scholar
- Calford MB, Tweedale R: Interhemispheric transfer of plasticity in the cerebral cortex. Science 1990, 249:805–807.PubMedView ArticleGoogle Scholar
- Woolsey TA: Should one hand (paw) really not know what the other is doing? Focus on "reducing contralateral SI activity reveals hindlimb receptive fields in the SI forelimb-stump representation of neonatally amputated rats".[comment]. J Neurophysiol 2005, 94:1666–1667.PubMedView ArticleGoogle Scholar
- Darian-Smith C, Gilbert CD: Axonal sprouting accompanies functional reorganization in adult cat striate cortex. Nature 1994, 368:737–740.PubMedView ArticleGoogle Scholar
- Yamahachi H, Marik SA, McManus JN, Denk W, Gilbert CD: Rapid axonal sprouting and pruning accompany functional reorganization in primary visual cortex. Neuron 2009, 64:719–729.PubMedView ArticleGoogle Scholar
- Merzenich MM, Nelson RJ, Stryker MP, Cynader MS, Schoppmann A, Zook JM: Somatosensory cortical map changes following digit amputation in adult monkeys. J Comp Neurol 1984, 224:591–605.PubMedView ArticleGoogle Scholar
- Rasmusson DD: Reorganization of raccoon somatosensory cortex following removal of the fifth digit. J Comp Neurol 1982, 205:313–326.PubMedView ArticleGoogle Scholar
- Takeuchi N, Oouchida Y, Izumi S: Motor control and neural plasticity through interhemispheric interactions. Neural Plast 2012, 2012:823285.PubMedGoogle Scholar
- Pawela CP BB, Hudetz AG, Li R, Jones SR, Cho YR, Matloub HS, Hyde JS: Interhemispheric neuroplasticity following limb deafferentation detected by resting-state functional connectivity magnetic resonance imaging (fcMRI) and functional magnetic resonance imaging (fMRI). Neuroimage 2010,49(3):2467–2478.PubMedView ArticleGoogle Scholar
- Humphrey CD, Kriet JD: Nerve repair and cable grafting for facial paralysis. Facial Plast Surg 2008, 24:170–176.PubMedView ArticleGoogle Scholar
- Samardzic MM, Rasulic LG, Grujicic DM: Results of cable graft technique in repair of large nerve trunk lesions. Acta Neurochir (Wien) 1998, 140:1177–1182.View ArticleGoogle Scholar
- Bertelli JA, Ghizoni MF: Contralateral motor rootlets and ipsilateral nerve transfers in brachial plexus reconstruction. J Neurosurg 2004, 101:770–778.PubMedView ArticleGoogle Scholar
- Moneim MS: Interfascicular nerve grafting. Clin Orthop Relat Res 1982,Mar(163):65–74.Google Scholar
- Venkatramani H, Bhardwaj P, Faruquee SR, Sabapathy SR: Functional outcome of nerve transfer for restoration of shoulder and elbow function in upper brachial plexus injury. J Brachial Plex Peripher Nerve Inj 2008, 3:15.PubMedView ArticleGoogle Scholar
- Ahmad A, Barrington S, Maisey M, Rubens RD: Use of positron emission tomography in evaluation of brachial plexopathy in breast cancer patients. Br J Cancer 1999, 79:478–482.PubMedView ArticleGoogle Scholar
- Leechavengvongs S, Witoonchart K, Uerpairojkit C, Thuvasethakul P, Ketmalasiri W: Nerve transfer to biceps muscle using a part of the ulnar nerve in brachial plexus injury (upper arm type): A report of 32 cases. J Hand Surg Am 1998, 23:711–716.PubMedView ArticleGoogle Scholar
- Oberlin C, Béal D, Leechavengvongs S, Salon A, Dauge MC, Sarcy JJ: Nerve transfer to biceps muscle using a part of ulnar nerve for C5-C6 avulsion of the brachial plexus: Anatomical study and report of four cases. J Hand Surg Am 1994, 19:232–237.PubMedView ArticleGoogle Scholar
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