|
|
||||||||
1Department of Neurosurgery, Johns Hopkins Hospital, Baltimore Maryland; 2 Department of Anesthesiology, M.D. Anderson Medical Center, Houston, Texas; and 3Departments of Internal Medicine-Rheumatology and Neurology, University of Michigan Health System and Ann Arbor Veterans Affairs Medical Center, Ann Arbor Michigan
Submitted 18 July 2005; accepted in final form 21 September 2005
|
|
ABSTRACT |
|---|
|
|
|
INTRODUCTION |
|---|
|
The primate spinothalamic tract (STT) may also terminate in discrete anatomic structures. Anatomic studies after cordotomy demonstrate that the STT terminates as "disseminated bursts" of axonal arbors in monkey VP and in the corresponding human nucleus (ventral caudal, Vc) (Apkarian and Shi 1994
; Mehler 1962
; Mehler et al. 1960
; Rausell et al. 1992
; Willis et al. 2001
). These disseminated bursts may correspond both to the location of neurons responding to thermal or noxious stimuli and to the calbinden staining matrix that is located between rods (Apkarian and Shi 1994
; Bushnell et al. 1993
; Casey and Morrow 1987
; Lee et al. 1999
; Rausell and Jones 1991
). The STT also terminates in the area below and behind Vc, where stimulation evokes thermal and pain sensations (Davis et al. 1999
; Ohara and Lenz 2003
). These results suggest the hypothesis that different modalities of cutaneous sensation might be relayed through psychophysically defined modality- and place-specific elements in Vc.
The existence of such elements and psychophysics of their activation has not previously been reported. We have now studied the sensations evoked by activation of these thalamic elements in humans using microstimulation in an ascending staircase protocol. Each step along the staircase is a stimulus train characterized both by the number of pulses (4, 7, 20, 50, or 100) and by the stimulus frequency (10, 20, 38, 100, or 200 Hz) (see Fig. 3). We tested a corollary of the preceding hypothesis, that the same modality of sensation will be evoked at any site by different steps along the staircase (modality consistency). Further, we tested the corollary that the evoked sensations at different steps along the staircase at a site will be located on the same part of the body (place consistency). The results provide strong psychophysical evidence for place- and nonpainful modality-specific representation of somatic sensation in the thalamus of awake humans.
|
|
|
METHODS |
|---|
|
In the present study, subjects were operated on for treatment of movement disorders (men: 32, women: 18) including: 35 with essential tremor, 11 with Parkinson's tremor, and 4 with dystonia (Watts and Koller 1998
). Somatic sensations were evoked by thalamic microstimulation (110 sites) with different stimulus trains, each defined by the number and frequency of pulses as steps along an ascending staircase (see Fig. 3). The present population was a subset of the 116 patients (124 thalami) in which microstimulation at 300 Hz evoked mechanical or movement sensations (Ohara et al. 2004
) and thermal or pain sensations (Ohara and Lenz 2003
). We have previously described the response to stimulation along the staircase at sites where pain was evoked in both the present population and a population of patients with chronic pain (Lenz et al. 2004
).
Recording protocols
Physiologic exploration of the thalamus was carried out as an image-guided stereotactic procedure under local anesthetic using the Leksell frame (Lenz et al. 1993
). The stereotactic coordinates of the anterior commissure (AC) and posterior commissure (PC) were determined by computer-assisted tomography or magnetic resonance imaging and were used to estimate the location of the Vc (Hua et al. 2001
). Specifically, the sagittal sections of a standard atlas (Schaltenbrand and Bailey 1959
) were translated to match the subject's ACPC line and so form a map of the subject's thalamus. The 13.5-mm lateral section was a sagittal map of the subject's thalamus that was used as the first estimate of nuclear location (Fig. 1A).
|
As illustrated in Fig. 1, sites were explored starting 1 cm above the target and were characterized by the location of the sensation evoked (projected field) by threshold microstimulation (µA current levels). Projected fields at a stimulation site were characterized by inclusion of one or more parts of the body progressing from medial (intra-oral) to lateral (toes; Table 3) (Lenz and Byl 1999
). Single neurons were characterized by their spontaneous activity and by their response to innocuous and noxious mechanical and temperature stimuli (Lee et al. 1999
). Neurons responding to stimulation of the skin were termed cutaneous neurons, whereas deep neurons were those that responded to stimuli applied to deep structures (joints, ligaments, etc.) but not to stimulation of skin deformed by these stimuli.
|
Microstimulation protocol
Microstimulation at 300 Hz was delivered in trains of
1 s duration by using a biphasic square-wave consisting of a 0.2-ms anodal pulse followed in 0.1 ms by a cathodal pulse of the same duration and magnitude. Stimulation was carried out at 40 or 50 µA at sites located at regular intervals along the trajectory until a sensory response was evoked.
At each stimulation site, subjects were first asked whether they felt anything (Lenz et al. 1993
, 1998
). If a sensation was evoked, then a threshold was established by increasing and decreasing the stimulation current. If no sensation was evoked at 40 or 50 µA, then a no response (NR) was entered at that site. Sites were named by the first sensation described by the subject so that a site where microstimulation evoked a cool sensation was termed a cool site. The current threshold was established by lowering the current for successive stimuli until a sensation was no longer evoked. The current was then increased until a sensation was evoked again. This procedure was often repeated to verify the threshold. The sites where microstimulation evoked sensations were plotted with respect to the borders of core region of Vc in the parasagittal plane (Fig. 1).
The constant location of the electrode during the stimulation protocol was confirmed at each site. Before and after the stimulation protocol, 300-Hz stimulation was applied at the initial threshold to confirm that the projected field was unchanged. During recording, we compensated for movement of the electrode in the brain by making small electrode movements (<100 µm) to keep the size of the action potential constant. In addition, the receptive field, and the size and shape of the action potential were checked for consistency before and after microstimulation at each site. Nevertheless, we have no anatomic measure of the error in our estimate of the location of the electrode.
Psychophysical protocols
The patient was questioned to determine the location of the microstimulation-evoked sensation (projected field). The microstimulation-evoked sensation was described using the questionnaire (Fig. 2) during repeated stimulation. The patient was asked (question 1) to decide if the sensation was natural by identifying the stimulus and judging if the stimulus was "something that you might encounter in everyday life." The patient was then asked to decide if the sensation was located either on the surface of the skin or below the surface of the skin, or both (Fig. 2, question 2). Neither of these questions was a forced choice.
|
At sites where pain was evoked, the intensity of pain was documented using a visual analog scale (VAS) anchored by the statement that 10 is no sensation, 0 is the most intense sensation that is nonpainful, and 10 is the most intense pain imaginable. At sites where stimulation did not evoke pain, the following statement was used as an anchor of the scale 10 is no sensation, 0 is the most intense sensation imaginable. Microstimulation at 300 Hz was repeated to determine the projected field and to complete the questionnaire (see Microstimulation protocol).
This psychophysical protocol was followed at each stimulation site, and data were reported for all sites, including those where no sensation was evoked. To confirm that responses were reliable, the patient was asked to identify the onset and termination of the stimulus for both actual and sham trials of microstimulation, i.e., verbal cue without microstimulation. This protocol has been validated (Lenz et al. 1993
) and used in multiple studies of sensations evoked by thalamic microstimulation (Lenz et al. 1995a
, 1998, 2004
).
The current level of 300-Hz current threshold was applied at stimulus trains arranged in a multiple ascending staircase protocol. This type of protocol is commonly used for psychophysical studies of thermal and experimental pain sensations (Gracely et al. 1988
; Lenz et al. 2004
; Yarnitsky and Sprecher 1994
). Each stimulation train or step consisted of one of five different numbers of pulses (4, 7, 20, 50, 100horizontal axes in Fig. 3), and one of 5 different frequencies of stimulation (10, 20, 38, 100, 200 Hzvertical axes in Fig. 3). This staircase consisted of 24 stimulation trains because the step for 100 pulses10Hz was excluded due to the duration of the train. The order of presentation of steps was as follows: four pulses, 10 Hz; four pulses, 20 Hz;... four pulses, 200 Hz; 7 pulses, 10 Hz; 7 pulses, 20 Hz, etc. This protocol resulted in a factorial delivery of all possible pairs of frequencies and numbers of pulses (Figs. 3 and 5). Stimulation of the steps on the staircase was repeated to define the projected field, questionnaire descriptors, and VAS score.
|
The threshold for evoking sensation was analyzed by the frequency and number of pulses at the location in the grid which was closest to the origin, i.e., the step with four pulses, 10 Hz (Fig. 3). The thresholds for number of pulses or frequency were determined as the lowest value of that variable in any row or column, respectively. The pulse x frequency (pxf) product was defined as the least value of the product of the number of pulses and frequency among all steps in the staircase where a sensation was evoked. If two sites were equidistant from the origin then the pxf product threshold was taken to be the lowest pulse number multiplied by the lowest frequency. These thresholds were compared between different evoked sensations by nonparametric tests as the distributions were not normally distributed. The Mann-Whitney U test was used for comparisons of two variables and the Kruskal-Wallis, with post hoc Dunn multiple comparison test, was used for comparisons of more than two variables.
The effect of the number of pulses and the frequency on VAS scores evoked by microstimulation in the staircase was examined with a two-way ANOVA. Post hoc testing with Tukey's honestly significant difference test (HSD) was employed for multiple comparisons. Differences in pairs of proportions were tested statistically by a Fisher test or
2 test, as appropriate. Differences between more than two proportions were tested by a contingency analysis with post hoc using
2 or Fisher using an
which was corrected for multiple comparisons (Bonferroni). All analyses were carried out using Statistica (Statsoft, Tulsa, OK); the null hypothesis was rejected for P < 0.05.
|
|
RESULTS |
|---|
|
Modality of evoked sensations: characteristics and effect of thalamic location
The proportion of thermal/pain or mechanical/tingle sensations evoked along the staircase at a site was studied as a function of location in the core, posterior superior, or posterior inferior thalamic region (Table 1). The single site in the anterior inferior quadrant (Fig. 1) was not included in the analysis. Proportions of natural versus unnatural and surface versus deep versus both categories (Fig. 2: questions 1 and 2, Table 1) were calculated as a fraction of the total number of sites for each category because these questions were not forced choices. There were no significant differences in the location of sites where stimulation evoked the following categories: natural-unnatural, and surface versus deep versus both.
|
2). Thermal/pain sensations were more likely to be evoked by stimulation in the two posterior regions combined than in the core (Table 1, P = 0.009,
2).
Among descriptors of microstimulation-evoked sensations significant differences (P < 0.05, 4 x 2 contingency analysis via
2 tests) were found both for the natural-unnatural category (Table 2) and for deep versus surface versus both categories (Table 2). Post hoc testing of the deep/surface category revealed that painful sensations were more likely to be described by a nonsurface descriptor than NPCool or NPWarm (P = 0.002, Fisher with Bonferroni correction, see Table 2) and mechanical/tingle sensations (P < 0.004, see Table 2). A similar analysis of the natural versus unnatural category by modality showed no significance (P = 0.3, see Table 2). Thus the location of the stimulation site and the modality of the microstimulation-evoked sensations were determinants of different characteristics of microstimulation-evoked sensations, e.g., natural/unnatural.
|
We expected that at any site all steps in a staircase above the pulsefrequency threshold would evoke a response. However, at many sites (Fig. 3, A, B, and DF), the staircase was characterized by a pattern of steps above threshold in which stimulation-evoked sensations were evoked at some (
) steps but not at other steps (
). For example, the site illustrated in Fig. 3E contained gaps (
) at three steps i.e., at 50 pulses, 20-Hz step; 50 pulses, 38-Hz step; and at 100 pulses, 20-Hz step. These were all above the pulse frequency threshold (20 pulses: 20 Hz). These gaps were defined relative to the expected right upper rectangle of the staircase, i.e., above and/or to the right of the 50-pulses, 20-Hz step in Fig. 4E. Missing steps were assumed to have properties intermediate between those of steps above and below, as usual, i.e., the assumption of linearity (Gracely et al. 1988
).
|
2 test). Neither was the proportion of sites with a gap significantly different (P = 0.2,
2) among mechanical/tingle (32/55, 58%), NPCool (12/27, 44%), NPWarm (9/11, 82%), and pain (15/28, 54%). Therefore by this measure the reliability of detection of a sensation was not significantly different between modalities. Modality consistency: sensations along the staircase
If the thalamic elements of modality and place representation are discrete and nonoverlapping, then the sensations should be consistent (see INTRODUCTION) across different steps along the staircase at any site. Microstimulation-evoked cool sensations (NPCool) were usually consistent (25/27 sites), although NPCool changed to NPWarm along two staircases, at 20 pulses20 Hz and at 20 pulses38 Hz. NPWarm sensations were consistently NPWarm except for a change to NPCool at 20 pulses200 Hz at one site and a change to painful heat at 20 pulses20 Hz at another site (see following text). NPCool and NPWarm sensations were considered to be of the same modalitythermal, as usual (Mountcastle 1980
; Willis and Coggeshall 1991
). Thus nonpainful thermal sites had the same modality along the staircase except for one change from NPWarm to painful heat.
Along staircases where microstimulation evoked NPMechanical, NPMovement, and NPTingle sensations there were five cases where these sensations [NPTingle: n = 4 sites, NPMovement: n = 1, see (Lenz et al. 2004
)] changed to pain as stimulation ascended the staircase. Overall, changes in modality along the staircase were more common for pain sensations (39%, 11/28) than for nonpainful thermal (1/38, P < 0.001, Fisher), or for mechanical/tingle sensations (10%, 5/55, P < 0.002) (Lenz et al. 2004
).
This high degree of modality consistency might be due to a bias for any subject to describe all stimulation-evoked sensations using the same descriptors across sites, or at different steps along a staircase. To the contrary, different steps along a staircase evoked different descriptors at many pain sites (39%, see preceding text). In addition, stimulation at different sites in a patient often evoked different descriptors within a category. For example, natural and unnatural were chosen at different sites in 35% of subjects in whom those descriptors were chosen at two or more sites. In the same way, surface and deep were chosen in 38% of subjects, NPWarm and NPCool in 40%, NPMechanical and NPMovement in 60%, painful hot and painful cold in 17%, painful mechanical/movement for 33% of subjects. Therefore the modality consistency along most staircases is compatible with similarity in sensations evoked across steps within a staircase and not with a bias to choose the same descriptors either across steps within a staircase or across sites within a subject.
Place consistency: changes in projected fields along the staircase
As a test of place consistency, we measured the size of the projected field evoked by stimulation at different frequencies and numbers of pulses (Lenz et al. 1988b
). The parts of the body which were considered to be different anatomic locations are given in Table 3. Using this classification, the projected field changed between steps along the staircase at a site for 5% (6/110) of sites. These sites were classified as mechanical/tingle (4), NP thermal (1), and pain (1) and were located in the core (3 sites), posterior superior (1), and posterior inferior (2). This suggests that, for most sites, the same set of neurons and axons were activated at all steps in the staircase above the pulse and frequency threshold.
Modality and place representations: incidence of more than one descriptor and more than one part of the body as a function of current threshold in the core of Vc
If there are subnuclear elements mediating modality and place specificity in Vc, then the numbers of both descriptors and parts of the body should increase with the current of microstimulation. If these elements are discrete, then the increase in the proportion of sites with more than one descriptor or a projected field with more than one part of the body (Table 3) should increase in a stepwise manner. Therefore we plotted the current threshold (300 Hz) against the cumulative proportion of sites in the core with more than one descriptor (Fig. 4, A and B) and with more than one part of the body (E and F).
The proportion of sites with more than one part of the body often rose from the lowest level and then stayed constant with increasing threshold currenta plateau, (defined below) e.g., 2030 µA in Fig. 4, E and F. At the higher currents, the proportion of sites with more than one part of the body sometimes rose again (Fig. 4, E and G, 25 µA). To examine the properties of sites where only one modality (mechanical/tingle or thermal/pain) was evoked, we re-plotted the data for such sites and defined these sites as mechanical/tingle only (Fig. 4, E and G) and thermal/pain only sites (F and H).
The most striking aspect of Fig. 4 is the large number of plateaus in the plots of more than one part of the body (Fig. 4, EH), particularly in comparison to plots of more than one descriptor (Fig. 4, AD). We defined the presence of a plateau by a constant proportion of sites with more than one descriptor (Fig. 4, AD) or part of the body (EH) across any three adjacent current levels, i.e., across a range of 10 µA. Three adjacent current levels were considered to constitute a plateau even if the proportion (y axis) was zero, e.g., cold sensations. We required the highest and lowest currents in the plateau to include at least one stimulation site as indicated by symbols with black rather than gray perimeters. The presence of a plateau was more common (P < 0.001, Fisher) for plots of proportions of more than one part of the body (10/10, Fig. 4, EH) than for those of descriptors (1/10, AD).
Figure 4 also demonstrates that the proportions of sites with more than one descriptor were higher, across all current thresholds, than those with more than one part of the body. Specifically, the proportion of sites with more than one descriptor at 30 µA was significantly higher for descriptors (0.59 ± 0.25 mean ± SD; Fig. 4, A and D) than for parts of the body (0.21 ± 0.15, E and H, P < 0.01, t-test). The proportions of sites with more than one descriptor at 5 µA (0.19 ± 0.18) tended to be larger than those with more than one part of the body (0.8 ± 0.8, P = 0.09, t-test). Therefore in comparison with the psychophysical elements of modality specificity, the elements of place specificity for both mechanical/tingle and thermal/pain sensations seem to be larger or more discrete. There were not sufficient data to carry out a similar analysis of the posterior regions.
The number of plateaus in the proportion of sites with more than one part of the body was equally high among mechanical/tingle and thermal/pain sites (Fig. 4, E and F, 6/6) and among mechanical/tingle only or thermal/pain only (Fig. 4, A and B and E and F, 4/4). To test whether these proportions are significantly different from those expected at random, we assumed that the second and third points on any plateau had a P = 0.5 of being greater than the preceding point. This probability was chosen based on the expectation that a reliable increase in evoked sensation will result from increased stimulation of the somatic sensory system (Dostrovsky et al. 1993
; Lenz et al. 2004
; Ochoa and Torebjork 1983
). Therefore the probability of any plateau of three points on a cumulative proportion plot for any set of stimulation sites is estimated to be P = 0.25. A ratio of 4/4 or 6/6 is unlikely to occur at random based on the preceding assumptions and the assumption of a binomial distribution (P < 0.05). NPCool sensations in the core of Vc involved one part of the body (Fig. 4, F and H, plateaus of 4 and 6 points) and one descriptor (cool, B and D, plateaus of 3 points each) much more commonly than expected at chance (P < 0.05, binomial). These results and the uniformity of the plots in Fig. 4, EH, suggest that elements of place-specificity are equally reliable for mechanical/tingle and thermal/pain modalities, particularly in the case of cold sensations.
An increase in the y value (Fig. 4, proportion of sites) from a lower to a higher level was defined as a rise if the higher level met the criteria for a plateau (see preceding text). Rises were significantly less common among plots for descriptors (Fig. 4, AD, 0/10, P < 0.002, Fisher) than for parts of the body (7/10). In plots of proportions of parts of the body (Fig. 4, EH), rises ended at plateaus having a current of 20 µA in all cases excepting one ending at 15 µA (nonpainful mechanical). These results suggest that the proposed elements of place specificity are of similar size for both mechanical/tingle and thermal/pain sensations.
Place representations: overlap of RFs and projected fields
The degree to which neurons are responsible for stimulus-evoked sensations may be estimated by correlating neuronal RFs with projected fields evoked by stimulation at the site closest to (<1 mm) the recording site for the neuron. An overlap of projected fields and RFs suggests that the neurons and axons in that area represent the same part of the body. Therefore as an additional aspect of the place representation we correlated neuronal RFs with microstimulation evoked projected fields. The medial-lateral location of each one of the cutaneous RF or projected field was assigned a number based on the established sequence of somatotopic representation in Vc from medial to lateral, i.e., intraoral to toes (Table 3) (Lenz and Byl 1999
; Lenz et al. 1988b
).
The overlap of the receptive and projected fields was assessed through linear regression of somatotopy of the RF with that of projected field at a site (Table 4). The NPMechanical, NPMovement, and NPTingle sensations within the mechanical/tingle modality all had significant RF-projected field correlation. Among thermal/pain sensations, RF-projected field correlation was significant only in the case of NPWarm and painful tingle sensations. This suggests that microstimulation-evoked mechanical/tingle sensations are represented in discrete thalamic elements of place specificity, which are composed of neurons and axons representing the same part of the body. NPWarm and painful tingle sites aside, such elements are less clearly defined in the case of the thermal/pain modality.
|
We next examined the possibility that different patterns of stimulation evoke different intensities of sensation. The stimulation data including VAS scores for different numbers of pulses and frequencies is shown for a single site in Fig. 5 (patient 19302, site 28). NPCool sensations were evoked by stimulation throughout the grid starting at 7 pulses/10 Hz and increased steadily in intensity to 100 pulses/200 Hz. The highest rating of cool was 2 (scale from 10 to 10, see Psychophysical protocols), at the 100 pulses100- and 200-Hz steps, corresponded to a temperature of 6°C using the Peltier stimulator applied in the projected field for this site (Fig. 5A, Peltier correspondence).
Ratings of NPCool sensations across all sites demonstrated a significant dependence on the numbers of pulses (a 2-way ANOVA by frequency and numbers of pulses, F = 3.6, df = 4, P = 0.007) but not on frequency (F = 0.3, df = 4, P = 0.884) or interaction (F = 0.5, df = 14, P = 0.940). Post hoc analysis showed that the sensory rating at 100 pulses (VAS = 5.9) was significantly higher than that at 7 pulses 7.3, P = 0.009) or at 20 pulses (.0, P = 0.023). Ratings of NPWarm sensations showed no dependence on frequency (F = 0.8, df = 4, P = 0.515), the number of pulses (F = 0.7, df = 4, P = 0.573) or the interaction (F = 0.3, df = 16, P = 0.996; Fig. 6). Thus among nonpainful thermal sensations only the intensity of the NPCool sensation was dependent on the number of pulses in the stimulus train to a significant degree.
|
Ratings of mechanical/tingle sensations were variably related to stimulus parameters. Analysis of mechanical/tingle sensations showed a significant effect of number of pulses (F = 4.8, df = 3, P = 0.004) but not frequency (F = 1.4, df = 4, P = 0.25) or interaction (F = 0.4, df = 12, P = 0.976). Post hoc analysis by number of pulses revealed that the sensory rating at 100 pulses was significantly higher than at 7 pulses (P = 0.021) and 20 pulses (P = 0.022; VAS ratings: 7 pulses, 7.7; 20 pulses, 7.2; 50 pulses, 6.5; 100 pulses, 5.6). Ratings of NPTingle sensations showed a significant dependence on the number of pulses (F = 3.6, df = 3, P = 0.018) but not frequency (F = 1.2, df = 4, P = 0.312) or interaction (F = 0.2, df = 12, P = 0.996). Post hoc analysis showed the VAS rating at 100 pulses (6.1) was significantly higher than that at 7 pulses (7.8; P = 0.047). NPMovement showed no dependence on frequency (F = 0.4, df = 4, P = 0.837), the number of pulses (F = 0.9, df = 3, P = 0.477) or interaction (F = 0.6, df = 11, P = 0.776; Fig. 6). Overall, the intensity of mechanical/tingle sensations overall, and of both NPTingle and NPCool sensations was dependent on the number of pulses. The intensity did not covary with the frequency or the interaction of pulses and frequency for any type of sensation.
Analysis of staircase thresholds by pulse, frequency, and p x f product
Thresholds along the staircase (Table 5) demonstrated that the threshold p x f product for mechanical/tingle sensations was significantly higher (P = 0.018, Mann-Whitney U test, see Table 5) than that for thermal/pain sensations. This suggests that thermal/pain sensations were evoked at lower numbers of pulses and frequencies on average. On subgroup analysis, mechanical/tingle sensations displayed a trend for difference in p x f product threshold across all modalities (P = 0.11, Kruskal-Wallis, see Table 5). Mechanical/tingle sensations were evoked with the highest p x f product, followed by pain, NPWarm, and NPCool (Table 5).
|
|
|
DISCUSSION |
|---|
|
Basis of classification of thermal/pain and mechanical/tingle sensations
It is important to consider critically the interpretation of the present results in terms of the anatomy and physiology of the primate somatic sensory pathways (Ohara and Lenz 2003
). Microstimulation of mechanoreceptors can evoke sensations like those reported here for mechanical/tingle sensations (McComas et al. 1970
; Ochoa and Torebjork 1983
; Torebjork et al. 1984
; Vallbo 1981
; Vallbo et al. 1984
; cf. Wall and McMahon 1985
). These mechanoreceptive fibers project largely through the dorsal column (DC) and medial lemniscus to Vc, and mediate mechanical/tingle sensations as demonstrated by stimulation (Emmers and Tasker 1975
; Lenz et al. 1993
; North et al. 1993
; Ohara et al. 2004
; Tasker et al. 1982
; Willis and Coggeshall 1991
) and lesion studies (Nathan et al. 1986
; Vierck 1998
; Willis and Coggeshall 1991
; cf. Wall 1970
; Wall and Noordenbos 1977
). These sensations may be the perceptual substrate of performance of cognitive tasks based on tactile function (Romo and Salinas 2003
; Salinas et al. 2000
).
Stimulation of A
, C, and high-threshold muscle afferent fibers evoke fast sharp, slow dull, and dull crampy pain, respectively (Torebjork et al. 1984
) whereas stimulation of cool fibers evokes cool sensations (Iggo 1985
). These fibers terminate on STT and spinal trigemino-thalamic neurons (Jones 1985
; Willis 1985
) which mediate thermal/pain sensations as demonstrated by lesion studies (Bosch 1991
; Tasker 1992
; Tasker et al. 1982
; White and Sweet 1969
) and by stimulation of the STT in the spinal cord or midbrain or within and behind Vc (Bosch 1991
; Davis et al. 1999
; Lenz et al. 1993
; Mayer et al. 1975
; Ohara and Lenz 2003
; Tasker et al. 1982
; White and Sweet 1969
). These results suggest that thermal/pain sensations reported in this study are the result of activation of thalamic structures receiving input from the STT.
The lateral thalamic structures receiving input from the STT may be Vc and subnuclei (Fig. 1A) or VMpo or both. The present results (Table 1 and RESULTS) suggest that microstimulation evoked thermal/pain sensations are evoked both within and behind the core (Dostrovsky et al. 1991
; Lenz et al. 1993
; Ohara and Lenz 2003
). Therefore these results support the view that both Vc and the region below and behind it, including VMpo (Craig et al. 1994
), mediate pain and thermal sensation (Graziano and Jones 2004
; Ohara and Lenz 2003
; Willis et al. 2001
).
Several pieces of evidence demonstrate overlap of STT and DC function. Nonpainful brushing can activate STT neurons (Willis 1985
; Willis et al. 1973
), and cold stimuli can activate neurons in the DC pathway (Ferrington et al. 1988
). Noxious visceral stimuli can activate neurons in the postsynaptic DC pathway and lesions of this pathway can relieve visceral pain (Hirshberg et al. 1996
; Nauta et al. 2000
; Willis et al. 1999
). Therefore our model that the input of the medial lemniscus and the STT to Vc are functionally segregated must be viewed with caution.
Thalamic elements of specificity of mechanical/tingle sensations
Microstimulation evoked sensations in projected fields which were consistent across the staircase in 94% of sites overall suggesting the presence of thalamic elements mediating place specificity. The presence of these elements is also suggested by the plateaus in the proportion of sites where more than one part of the body was evoked (Fig. 4, EH). The present psychophysical evidence of elements mediating place specificity is congruent with the anatomic and physiologic evidence that cytochrome- and parvalbumin-postitive thalamic lamellae and rods are elements of place specificity for input arising from mechanoreceptors (Jones 1985
; Jones et al. 1982
; Lenz et al. 1988b
; Mountcastle and Henneman 1952
; Rausell and Jones 1991
). These rods or lamellae, respectively, have a radius or mediolateral dimension of
200600 µm in coronal section, based on anatomic and physiologic studies (Rausell et al. 1992
; Fig. 10 in Jones et al. 1982
). These dimensions are congruent to those suggested by rises in the proportion of sites with more than one part of body (20 µA, Fig. 4, E and G) (Fig. 1 in Ranck 1975
) and by the small proportion of sites having projected fields on more than one part of the body (Fig. 4, EH) (Jones et al. 1982
; Ranck 1975
; Rausell and Jones 1991
).
Similar evidence suggests that the thalamic elements of modality specificity are smaller than those for place specificity. Microstimulation-evoked mechanical/tingle sensations are always constant at 300 Hz and along the staircase, which demonstrates the existence of thalamic elements of modality specificity. However, the proportion of sites with more than one descriptor (Fig. 4, A and C) was commonly higher than that for one part of the body (Fig. 4, E and G), and plateaus in the descriptor plots (Fig. 4, A and C) were usually absent for NPMechanical or NPMovement sensations. The lack of plateaus in the plot of proportions of descriptors (Fig. 4, A and C) suggests that the anatomic element of modality specificity is smaller than that for place specificity, perhaps a small bundle of lemnical fibers (see Figs. 18 and 19 in Jones et al. 1982
). Therefore several elements of modality specificity may be located within a rod, the probable element of place specificity for mechanical/tingle sensations.
Thalamic elements of specificity of thermal/pain sensations
The preceding review suggests that the elements of place specificity of thermal/pain sensations may be STT terminations in Vc or VP that consist of "disseminated bursts" of axonal arbors (Mehler 1962
) that are located in the calbindin positive "matrix " between thalamic rods (Rausell and Jones 1991
). The location of these STT terminations is coincident with that of neurons responding to noxious stimuli (Apkarian and Shi 1994
). The approximate diameter of these structures is <300 µM (Fig. 8 in Rausell and Jones 1991
) consistent with 20-µA current of plateaus in the proportion of more than one part of the body versus threshold for thermal/pain sensations (Fig. 4, F and H) (Ranck 1975
).
The cool sensations evoked by microstimulation were highly consistent across the staircase for modality and place. Plateaus in the relationship between proportions of sites with greater than one descriptor or part of the body were very commonly found for cool sensations (Fig. 4). The magnitude of the cool sensation varied significantly with the number of pulses in the pattern of stimulation and had the lowest pulse threshold (Analysis of staircase results by VAS ratings).
These results are congruent with the stimulus-response function of neurons in Vc that respond to cold stimuli (Lenz and Dougherty 1998a
) and with the short bursts occurring in the spontaneous and evoked spike trains of neurons that respond to cold stimuli (Lee et al. 2005
). Therefore cool sensations are mediated through discrete elements of place and modality specificity that transmit graded responses signaling the intensity of cold stimuli. Both the presence of short bursts of action potentials and the number of pulses in the stimulation train seem to be related to the microstimulation-evoked cool sensation.
Pain was often evoked at "analog" sites at which microstimulation-evoked pain commonly had both more than one descriptor at 5 µA, changes in that descriptor, and changes in intensity from the nonpainful to the painful range along the staircase. These sensations may be mediated by wide dynamic range neurons (Lee et al. 1999
; Lenz et al. 2004
; Price et al. 2003
; Willis 1985
). Pain was also evoked at "binary" sites where the descriptors and pain ratings did not change along the staircase, perhaps mediated by nociceptive specific neurons. The large number sites with more than descriptor and the lack of plateaus suggest that the modality elements of pain are small, perhaps a few thalamic neurons located within place-specific elementsthe matrix between rods.
Significance of thresholds for numbers of pulses and frequencies
The present results demonstrate that thermal/pain staircase thresholds were significantly lower than for mechanical/tingle sensations. This is consistent with the response of neurons in Vc to somatic stimuli which is includes brief bursts of action potentials (low-threshold spike-bursts) (Lee et al. 2005
). The burst rate is highest among neurons responding to cold stimuli, whereas microstimulation at cold sites has the lowest pulse x frequency threshold and pulse threshold. The combination of stimulus-evoked thalamic bursting (Lee et al. 2005
) and sensations evoked by short bursts of microstimulation pulses (Fig. 6 and Table 5) is strong evidence that burst firing patterns encode somatic stimuli, particularly cold stimuli (Lenz and Dougherty 1998b).
The prolonged stimulus trains at threshold in the present results are consistent with earlier reports of the duration of thalamic or cortical stimulation required to evoke paresthesias (Libet et al. 1979
, 1991
). In these previous reports, thresholds for detection of paresthesias were determined in subjects with thalamic or cortical electrodes in place. These subjects were able to identify correctly, in a two alternative forced choice paradigm, the occurrence of stimuli that were not perceived consciously, demonstrating that the stimuli which were subthreshold for perception could be detected subconsciously (cf. Nolan and Caramazza 1982
). These reports may be consistent with the present results that relatively long trains of microstimulation in Vc are required for detection of paresthesias. The present report demonstrates that as few as four pulses are often adequate for detection of microstimulation-evoked thermal/pain sensations. Therefore subconscious detection must occur over a shorter interval in the case of thermal/pain sensations (Figs. 5 and 6 CF), which suggests that pain reaches consciousness more reliably than mechanical/ tingle sensations.
The short trains of microstimulation that reach consciousness at pain sites are consistent with the observations that short bursts of action potentials occur more commonly in thalamic neurons signaling pain (Lee et al. 2005
) and that the response to stimulation along the staircase often evokes a constant response above threshold - an alarm (Lenz et al. 2004
). An alarm is a binary, "all-or-none" response to a stimulus that is independent of the intensity of the stimulus once the threshold of the alarm is exceeded. Thalamic binary sites as an alarm, whereas analog sites serve pain transmission by encoding the quality and intensity of painunlike a labeled line (Craig 2003
; Lenz et al. 2004
; Perl 1998
).
Binary processes have been reported in the cortical potentials evoked by infrequent stimuli, including infrequent painful stimuli, which produce a state of alertness and attention (Becker et al. 1993
; Lenz et al. 2000
; Picton and Hillyard 1988
; Zaslansky et al. 1995
). Binary responses also characterize blood flow signals evoked by graded, experimental, cutaneous pain in some functional imaging studies (Bornhovd et al. 2002
; Coghill et al. 1999
).
The binary nature of thalamic processes, pain-related imaging signals and cortical potentials signaling alertness may all reflect a common mechanism. Thalamic bursts that encode experimental pain may be a mechanism by which painful stimuli sound the alarm to produce a state of alertness and attention. Similarly, the thalamic bursts that occur in patients with chronic pain (Lenz et al. 1998c
; Radhakrishnan et al. 1999
; Weng et al. 2000
) may contribute to the increased attention to painful stimuli that occurs in these patients (Asmundson et al. 1997
; Roelofs et al. 2004
).
|
|
GRANTS |
|---|
|
|
|
ACKNOWLEDGMENTS |
|---|
|
|
|
FOOTNOTES |
|---|
Address for reprint requests and other correspondence: F. A. Lenz, Dept. of Neurosurgery, Meyer Building 8-181, Johns Hopkins Hospital, 600 N. Wolfe St., Baltimore, MD 21287-7713 (E-mail flenz1{at}jhmi.edu)
|
|
REFERENCES |
|---|
|
Asmundson GJ, Kuperos JL, and Norton GR. Do patients with chronic pain selectively attend to pain-related information?: preliminary evidence for the mediating role of fear. Pain 72: 2732, 1997.[CrossRef][Web of Science][Medline]
Becker DE, Yingling CD, and Fein G. Identification of pain, intensity, and P300 components in the pain evoked potential. EEG Clin Neurophysiol 88: 290301, 1993.[CrossRef][Web of Science][Medline]
Bornhovd K, Quante M, Glauche V, Bromm B, Weiller C, and Buchel C. Painful stimuli evoke different stimulus-response functions in the amygdala, prefrontal, insula and somatosensory cortex: a single-trial fMRI study. Brain 125: 13261336, 2002.
Bosch DA. Stereotactic rostral mesencephalotomy in cancer pain and deafferentation pain. A series of 40 cases with follow-up results. J Neurosurg 75: 747751, 1991.[Web of Science][Medline]
Bushnell MC, Duncan GH, and Tremblay N. Thalamic VPM nucleus in the behaving monkey. I. Multimodal and discriminative properties of thermosensitive neurons. J Neurophysiol 69: 739752, 1993.
Casey KL and Morrow TJ. Nociceptive neurons in the ventral posterior thalamus of the awake squirrel monkey: observations on identification, modulation, and drug effects. In: Thalamus and pain, edited by Besson J-M, Guilbaud G, and Peschanski M. New York: Elsevier Science, 1987, p. 211257.
Coghill RC, Sang CN, Maisog JM, and Iadarola MJ. Pain intensity processing within the human brain: a bilateral, distributed mechanism. J Neurophysiol 82: 19341943, 1999.
Craig AD. Pain mechanisms: labeled lines versus convergence in central processing. Annu Rev Neurosci 26: 130, 2003.[CrossRef][Web of Science][Medline]
Craig AD, Bushnell MC, Zhang ET, and Blomqvist A. A thalamic nucleus specific for pain and temperature sensation. Nature 372: 770773, 1994.[CrossRef][Medline]
Davis KD, Lozano RM, Manduch M, Tasker RR, Kiss ZH, and Dostrovsky JO. Thalamic relay site for cold perception in humans. J Neurophysiol 81: 19701973, 1999.
Dostrovsky JO, Davis KD, Lee L, Sher GD, and Tasker RR. Electrical stimulation-induced effects in the human thalamus. In: Electrical and Magnetic Stimulation of the Brain and Spinal Cord, edited by Devinsky, O, Beric, A, and Dogali, M. eds. New York: Raven, 1993, p. 219229.
Dostrovsky JO, Wells FEB, and Tasker RR. Pain evoked by stimulation in human thalamus. In: International Symposium on Processing Nociceptive Information, edited by Sjigenaga Y. Amsterdam: Elsevier, 1991, p. 115120.
Emmers R and Tasker R. R. The Human Somesthetic Thalamus. New York: Raven, 1975.
Ferrington DG, Downie JW, and Willis WD Jr. Primate nucleus gracilis neurons: responses to innocuous and noxious stimuli. J Neurophysiol 59: 886907, 1988.
Garonzik IM, Hua SE, Ohara S, and Lenz FA. Intraoperative microelectrode and semi-microelectrode recording during the physiological localization of the thalamic nucleus ventral intermediate. Mov Disord 17, Suppl 3: S135S144, 2002.
Gracely RH, Lota L, Walter DJ, and Dubner R. A multiple random staircase method of psychophysical pain assessment. Pain 32: 5563, 1988.[CrossRef][Web of Science][Medline]
Graziano A and Jones EG. Widespread thalamic terminations of fibers arising in the superficial medullary dorsal horn of monkeys and their relation to calbindin immunoreactivity. J Neurosci 24: 248256, 2004.
Hirai T and Jones EG. A new parcellation of the human thalamus on the basis of histochemical staining. Brain Res Rev 14: 134, 1989.[CrossRef][Medline]
Hirai T, Schwark HD, Yen CT, Honda CN, and Jones EG. Morphology of physiologically characterized medial lemniscal axons terminating in cat ventral posterior thalamic nucleus. J Neurophysiol 60: 14391459, 1988.
Hirshberg RM, Al Chaer ED, Lawand NB, Westlund KN, and Willis WD. Is there a pathway in the posterior funiculus that signals visceral pain? Pain 67: 291305, 1996.[CrossRef][Web of Science][Medline]
Hua S, Garonzik IM, Lee J-I, and Lenz FA. Thalamotomy for Tremor. In: Youman's Neurological Surgery, edited by Winn R. New York: Sanders, 2001, p. 27692784.
Iggo A. Sensory receptors in the skin of mammals and their sensory functions. Rev Neurol 141: 599613, 1985.[Medline]
Johnson KO. Neural basis of haptic perception. In: Stevens Handbook of Experimental Psychology, edited by Pashler H and Yantis S. New York: Wiley, 2001, p. 537584.
Jones EG. The Thalamus. New York: Plenum, 1985.
Jones EG, Friedman DP, and Hendry SH. Thalamic basis of place- and modality-specific columns in monkey somatosensory cortex: a correlative anatomical and physiological study. J Neurophysiol 48: 545568, 1982.
Kaas JH. What, if anything, is SI? Organization of first somatosensory area of cortex. Physiol Rev 63: 206231, 1983.
Kaas JH, Nelson RJ, Sur M, Dykes RW, and Merzenich MM. The somatotopic organization of the ventroposterior thalamus of the squirrel monkey, Saimiri sciureus. J Comp Neurol 226: 111140, 1984.
Kaas JH and Pons TP. The somatosensory system of primates. In: Neuroscience, edited by Steklis HP. New York: Liss, 1988, vol. 4, p. 421468.
Landry P and Deschenes M. Intracortical arborizations and receptive fields of identified ventrobasal thalamocortical afferents to the primary somatic sensory cortex in the cat. J Comp Neurol 199: 345371, 1981.[CrossRef][Web of Science][Medline]
Lee J-I, Antezanna D, Dougherty PM, and Lenz FA. Responses of neurons in the region of the thalamic somatosensory nucleus to mechanical and thermal stimuli graded into the painful range. J Comp Neurol 410: 541555, 1999.[CrossRef][Web of Science][Medline]
Lee J-I, Ohara S, Dougherty PM, and Lenz FA. Pain and temperature encoding in the human thalamic somatic sensory nucleus (ventral caudalVc): inhibition-related bursting evoked by somatic stimuli. J Neurophysiol 94: 16761687, 2005.
Lenz FA and Byl NN. Reorganization in the cutaneous core of the human thalamic principal somatic sensory nucleus (ventral caudal) in patients with dystonia. J Neurophysiol 82: 32043212, 1999.
Lenz FA, Dostrovsky JO, Kwan HC, Tasker RR, Yamashiro K, and Murphy JT. Methods for microstimulation and recording of single neurons and evoked potentials in the human central nervous system. J Neurosurg 68: 630634, 1988a.[Web of Science][Medline]
Lenz FA, Dostrovsky JO, Tasker RR, Yamashiro K, Kwan HC, and Murphy JT. Single-unit analysis of the human ventral thalamic nuclear group: somatosensory responses. J Neurophysiol 59: 299316, 1988b.
Lenz FA and Dougherty PM. Cells in the human principal thalamic sensory nucleus (ventralis caudalisVc) respond to innocuous mechanical and cool stimuli. J Neurophysiol 79: 22272230, 1998.
Lenz FA, Gracely RH, Baker FH, Richardson RT, and Dougherty PM. Reorganization of sensory modalities evoked by microstimulation in region of the thalamic principal sensory nucleus in patients with pain due to nervous system injury. J Comp Neurol 399: 125138, 1998a.[CrossRef][Web of Science][Medline]
Lenz FA, Gracely RH, Romanoski AJ, Hope EJ, Rowland LH, and Dougherty PM. Stimulation in the human somatosensory thalamus can reproduce both the affective and sensory dimensions of previously experienced pain. Nat Med 1: 910913, 1995a.[CrossRef][Web of Science][Medline]
Lenz FA, Krauss G, Treede RD, Lee JL, Boatman D, Crone N, Minahan R, Port J, and Rios M. Different generators in human temporal-parasylvian cortex account for subdural laser-evoked potentials, auditory-evoked potentials, and event- related potentials. Neurosci Lett 279: 153156, 2000.[CrossRef][Web of Science][Medline]
Lenz FA, Normand SL, Kwan HC, Andrews D, Rowland LH, Jones MW, Seike M, Lin YC, Tasker RR, and Dostrovsky JO. Statistical prediction of the optimal site for thalamotomy in parkinsonian tremor. Mov Disord 10: 318328, 1995b.[CrossRef][Web of Science][Medline]
Lenz FA, Ohara S, Gracely RH, Dougherty PM, and Patel SH. Pain encoding in the human forebrain: binary and analog exteroceptive channels. J Neurosci 24: 65406544, 2004.
Lenz FA, Seike M, Richardson RT, Lin YC, Baker FH, Khoja I, Jaeger CJ, and Gracely RH. Thermal and pain sensations evoked by microstimulation in the area of human ventrocaudal nucleus. J Neurophysiol 70: 200212, 1993.
Lenz FA, Tasker RR, Kwan HC, Schnider S, Kwong R, Murayama Y, Dostrovsky JO, and Murphy JT. Single unit analysis of the human ventral thalamic nuclear group: correlation of thalamic "tremor cells" with the 36 Hz component of parkinsonian tremor. J Neurosci 8: 754764, 1988c.[Abstract]
Lenz FA, Zirh AT, Garonzik IM, and Dougherty PM. Neuronal activity in the region of the principle sensory nucleus of human thalamus (ventralis caudalis) in patients with pain following amputations. Neuroscience 86: 10651081, 1998.[CrossRef][Web of Science][Medline]
Libet B, Pearl DK, Morledge DE, Gleason CA, Hosobuchi Y, and Barbaro NM. Control of the transition from sensory detection to sensory awareness in man by the duration of a thalamic stimulus. Brain 114: 17311757, 1991.
Libet B, Wright EW Jr, Feinstein B, and Pearl DK. Subjective referral of the timing for a conscious sensory experience A functional role for the somatosensory specific projection system in man. Brain 102: 193224, 1979.
Mayer DJ, Price DD, and Becker DP. Neurophysiological characterization of the anterolateral spinal cord neurons contributing to pain perception in man. Pain 1: 5158, 1975.[CrossRef][Web of Science][Medline]
McComas AJ, Wilson P, Martin-Rodriguez J, Wallace C, and Hankinson J. Properties of somatosensory neurons in the human thalamus. J Neurol Neorsurg Psychiatry 33: 716717, 1970.
Mehler WR. The anatomy of the so-called "pain tract" in man: an analysis of the course and distribution of the ascending fibers of the fasciculus anterolateralis. In: Basic Research in Paraplegia, edited by French JD and Porter RW. Springfield, IL: Thomas, 1962, p. 2655.
Mehler WR, Feferman ME, and Nauta WHJ. Ascending axon degeneration following anterolateral cordotomy. An experimental study in the monkey. Brain 83: 718750, 1960.
Merskey H. Classification of chronic pain. Pain S1-S220, 1986.
Morrow TJ and Casey KL. State-related modulation of thalamic somatosensory responses in the awake monkey. J Neurophysiol 67: 305317, 1992.
Mountcastle VB. Pain and temperature sensibilities. In: Medical Physiology, edited by Mountcastle VB. St. Louis, MO: Mosby, 1980, p. 391427.
Mountcastle VB and Henneman E. The representation of tactile sensibility in the thalamus of the monkey. J Comp Neurol 97: 409440, 1952.[CrossRef][Web of Science][Medline]
Nathan PW, Smith MC, and Cook AW. Sensory effects in man of lesions of the posterior columns and of some other afferent pathways. Brain 109: 10031041, 1986.
Nauta HJ, Soukup VM, Fabian RH, Lin JT, Grady JJ, Williams CG, Campbell GA, Westlund KN, and Willis WD Jr. Punctate midline myelotomy for the relief of visceral cancer pain. J Neurosurg 92: 125130, 2000.[Web of Science][Medline]
Nolan KA and Caramazza A. Unconscious perception of meaning: a failure to replicate. Bull Psychonomic Soc 20: 2326, 1982.
North RB, Kidd DH, Zahurak M, James CS, and Long DM. Spinal cord stimulation for chronic intractable pain: experience over two decades. J Neurosurg 32: 384395, 1993.
Ochoa J and Torebjork E. Sensations evoked by intraneural microstimulation of single mechanoreceptor units innervating the human hand. J Physiol 342: 633654, 1983.
Ohara S and Lenz FA. Medial lateral extent of thermal and pain sensations evoked by microstimulation in somatic sensory nuclei of human thalamus. J Neurophysiol 90: 23672377, 2003.
Ohara S, Weiss N, and Lenz FA. Microstimulation in the region of the human thalamic principal somatic sensory nucleus evokes sensations like those of mechanical stimulation and movement. J Neurophysiol 91: 736745, 2004.
Perl ER. Getting a line on pain: is it mediated by dedicated pathways? Nat Neurosci 1: 177178, 1998.[CrossRef][Web of Science][Medline]
Picton TW and Hillyard SA. Endogenous Event Related Potentials. In: Handbook of Electroencephalography and Clinical Neurophysiology: Human Event Related Potentials, edited by Picton TW. New York: Elsevier, 1988, vol. 2, p. 361416.
Price DD, Greenspan JD, and Dubner R. Neurons involved in the exteroceptive function of pain. Pain 106: 215219, 2003.[CrossRef][Web of Science][Medline]
Radhakrishnan V, Tsoukatos J, Davis KD, Tasker RR, Lozano AM, and Dostrovsky JO. A comparison of the burst activity of lateral thalamic neurons in chronic pain and non-pain patients. Pain 80: 567575, 1999.[CrossRef][Web of Science][Medline]
Ranck JB. Which elements are excited in electrical stimulation of mammalian central nervous system: a review. Brain Res 98: 417440, 1975.[CrossRef][Web of Science][Medline]
Rausell E, Bae CS, Vinuela A, Huntley GW, and Jones EG. Calbindin and parvalbumin cells in monkey VPL thalamic nucleus: distribution, laminar cortical projections, and relations to spinothalamic terminations. J Neurosci 12: 40884111, 1992.[Abstract]
Rausell E and Jones EG. Chemically distinct compartments of the thalamic VPM nucleus in monkeys relay principal and spinal trigeminal pathways to different layers of the somatosensory cortex. J Neurosci 11: 226237, 1991.[Abstract]
Roelofs J, Peters ML, Patijn J, Schouten EG, and Vlaeyen JW. Electronic diary assessment of pain-related fear, attention to pain, and pain intensity in chronic low back pain patients. Pain 112: 335342, 2004.[CrossRef][Web of Science][Medline]
Romo R and Salinas E. Flutter discrimination: neural codes, perception, memory and decision making. Nat Rev Neurosci 4: 203218, 2003.[CrossRef][Web of Science][Medline]
Salinas E, Hernandez A, Zainos A, and Romo R. Periodicity and firing rate as candidate neural codes for the frequency of vibrotactile stimuli. J Neurosci 20: 55035515, 2000.
Schaltenbrand G and Bailey P. Introduction to Stereotaxis With an Atlas of the Human Brain. Stuttgart, Germany: Thieme, 1959.
Tasker RR. Mesencephalotomy for cancer pain. J Neurosurg 76: 10521053, 1992.[Web of Science][Medline]
Tasker RR, Organ L. W, and Hawrylyshyn P. The Thalamus and Midbrain in Man: A Physiologic Atlas Using Electrical Stimulation. Springfield, IL: Thomas, 1982.
Torebjork HE, Schady W, and Ochoa J. Sensory correlates of somatic aferent fiber activation. Hum Neurobiol 3: 1520, 1984.[Web of Science][Medline]
Tremblay N, Bushnell MC, and Duncan GH. Thalamic VPM nucleus in the behaving monkey. II. response to air puff stimulation during discrimination and attention tasks. J Neurophysiol 69:753, 1993.
Vallbo AB. Sensations evoked from the glabrous skin of the human hand by electrical stimulation of unitary mechanosensitive afferents. Brain Res 215: 359363, 1981.[CrossRef][Web of Science][Medline]
Vallbo AB, Olsson KA, Westberg KG, and Clark FJ. Microstimulation of single tactile afferents from the human hand. Sensory attributes related to unit type and properties of receptive fields. Brain 107: 727749, 1984.
Vierck CJ Jr. Impaired detection of repetitive stimulation following interruption of the dorsal spinal column in primates. Somatosens Mot Res 15: 157163, 1998.[CrossRef][Web of Science][Medline]
Wall PD. The sensory and motor role of impulses travelling in the dorsal columns towards cerebral cortex. Brain 93: 505524, 1970.
Wall PD and McMahon SB. Microneuronography and its relation to perceived sensation. A critical review. Pain 21: 209229, 1985.[CrossRef][Web of Science][Medline]
Wall PD and Noordenbos W. Sensory functions which remain in man after complete transection of dorsal columns. Brain 100: 641653, 1977.
Watts RL and Koller W. C. Movement Disorders. New York: McGraw Hill, 1998.
Weng HR, Lee J-I, Lenz FA, Vierck CJ, Rowland LH, and Dougherty PM. Functional plasticity in primate somatosensory thalamus following chronic lesion of the ventral lateral spinal cord. Neuroscience 101: 393401, 2000.[CrossRef][Web of Science][Medline]
White JC and Sweet W. H. Pain and the Neurosurgeon a Forty Year Experience. Springfield, IL: Thomas, 1969.
Willis WD The Pain System. Basel: Karger, 1985.
Willis WD, Al Chaer ED, Quast MJ, and Westlund KN. A visceral pain pathway in the dorsal column of the spinal cord. Proc Natl Acad Sci USA 96: 76757679, 1999.
Willis WD and Coggeshall R. E. Sensory Mechanisms of the Spinal Cord. New York: Plenum, 1991.
Willis WD, Trevino DL, Coulter JD, and Maunz RA. Responses of primate spinothalamic tract neurons to natural stimulation of hindlimb. J Neurophysiol 37: 358372, 1973.
Willis WD Jr, Zhang X, Honda CN, and Giesler GJ Jr. Projections from the marginal zone and deep dorsal horn to the ventrobasal nuclei of the primate thalamus. Pain 92: 267276, 2001.[CrossRef][Web of Science][Medline]
Yarnitsky D and Sprecher E. Thermal testing: normative data and repeatability for various test algorithms. J Neurol Sci 125: 3945, 1994.[CrossRef][Web of Science][Medline]
Zaslansky R, Sprecher E, Tenke CE, Hemli JA, and Yarnitsky D. The P300 in pain evoked potentials. Pain 66: 3949, 1995.
This article has been cited by other articles:
![]() |
K. Kobayashi, J. Winberry, C. C. Liu, R. D. Treede, and F. A. Lenz A Painful Cutaneous Laser Stimulus Evokes Responses From Single Neurons in the Human Thalamic Principal Somatic Sensory Nucleus Ventral Caudal (Vc) J Neurophysiol, May 1, 2009; 101(5): 2210 - 2217. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. H. Kim, S. Ohara, and F. A. Lenz Mental Arithmetic Leads to Multiple Discrete Changes From Baseline in the Firing Patterns of Human Thalamic Neurons J Neurophysiol, April 1, 2009; 101(4): 2107 - 2119. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. Weiss, S. Ohara, K. O. Johnson, and F. A. Lenz The Human Thalamic Somatic Sensory Nucleus [Ventral Caudal (Vc)] Shows Neuronal Mechanoreceptor-Like Responses to Optimal Stimuli for Peripheral Mechanoreceptors J Neurophysiol, February 1, 2009; 101(2): 1033 - 1042. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. C. Voigt, M. Brecht, and A. R. Houweling Behavioral Detectability of Single-Cell Stimulation in the Ventral Posterior Medial Nucleus of the Thalamus J. Neurosci., November 19, 2008; 28(47): 12362 - 12367. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. H. Kim, J. D. Greenspan, R. C. Coghill, S. Ohara, and F. A. Lenz Lesions Limited to the Human Thalamic Principal Somatosensory Nucleus (Ventral Caudal) Are Associated with Loss of Cold Sensations and Central Pain J. Neurosci., May 2, 2007; 27(18): 4995 - 5004. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. I. Lee, L. Verhagen Metman, S. Ohara, P. M. Dougherty, J. H. Kim, and F. A. Lenz Internal Pallidal Neuronal Activity During Mild Drug-Related Dyskinesias in Parkinson's Disease: Decreased Firing Rates and Altered Firing Patterns J Neurophysiol, April 1, 2007; 97(4): 2627 - 2641. [Abstract] [Full Text] [PDF] |
||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
| Visit Other APS Journals Online |