Abstract
35
36
In modern industrial societies, animals including humans are 37
frequently exposed to external mechanical oscillations such as whole-body 38
(WB) vibration. To ensure postural stability and effective move ment, 39
animals must appropriately regulate their responses to such vib ratory 40
disturbances. Therefore, understanding how animals respond to v ibration 41
is of growing importance. However, compared with humans, knowledge of 42
mouse responses to WB vibration remains limited, as previous st udies 43
have primarily examined anesthetized or euthanized mice. Here, we used 44
high-speed video-based quantitat ive analyses to characterize bo dy part 45
movements in both awake and anesthetized mice under vertical, 46
longitudinal, and lateral WB vibration. Awake mice exhibited lo wer 47
resonance frequencies and smaller displacement amplitudes than 48
anesthetized mice during both vertical and lateral WB vibration , whereas 49
longitudinal WB vibration produ ced minimal differences. These r esults 50
indicate that the active neuro-musculoskeletal (NMS) system contributes to 51
postural stability in a vibration axis-dependent manner. Axis-s pecific 52
vibration control may reflect an evolutionarily acquired balanc e between 53
postural stability and locomotor efficiency. Vibration modeling f u r t h e r 54
suggests that the NMS system acts as a vibration absorber by re ducing 55
stiffness and providing feedback-controlled active damping, analogous to 56
active vehicle suspensions. Behavioral preference tests revealed that mice 57
selectively avoid vertical WB vibration at specific frequencies , but not 58
lateral or longitudinal vibration, regardless of resonance freq uencies. 59
These findings suggest that resonated body part displacement du ring WB 60
vibration do not directly determine vibration discomfort, and t hat vertical 61
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WB vibration along the gravitational axis exerts a distinct imp act on 62
postural control and behavior in mice. This study provides new insights 63
into the biomechanics and behavior of quadrupeds exposed to WB 64
vibration, with analogies to four -wheeled vehicles offering a useful 65
perspective. 66
67
68
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Main manuscript 69
70
Animals are exposed to various kinds of mechanical vibration, w hich can be 71
produced by external factors such as other animals (e.g., pups carried by mother mice), 72
and internal factors such as self-movement (e.g., head oscillat ions during running). To 73
maintain stable posture and generate appropriate movements, body parts must respond to 74
such vibratory disturbances in a controlled manner 1,2. In humans, whole-body (WB) 75
vibration has been extensively investigated because of its effe cts on responses, 76
biodynamics, health, and discomfort 3–6. 77
By contrast, much less is known about how non-human animals res pond under 78
WB vibration 7,8. Previous studies in rodents ha ve often measured resonance properties 79
in anesthetized or euthanized animals 9,10. This was due to the difficulty of maintaining 80
animals in a fixed position wit hout stress during vibration. Although such approaches 81
yielded valuable basic data on body transmissibility, anesthetized (or euthanized) animals 82
inherently lack active neural and muscular control, thereby overlooking the essential role 83
of the neuro-musculoskeletal (NMS) system in responding to vibr ation and stabilizing 84
posture 1,2,11. Consequently, the dynamics of W B vibration responses in awake animals 85
remain poorly understood. This h as been a critical limitation, because the neuro-86
musculoskeletal (NMS) system m ay function as a vibration suppre ssor like a spring-87
damper system 3–5 and precise biomechanical understanding of animal’s body 88
transmissibility during WB vibra tion requires data from awake animals. In addition, 89
previous studies using animals was focused mainly on vertical W B vibration, not lateral 90
nor longitudinal one, and measurement points of body transmissibility were very limited 91
(usually a single body point) 9,10, due to technical difficulties. These limited and 92
insufficient knowledge on vibration responses in animals remains to be complemented. 93
Mice represent a powerful animal model for addressing this issue. As quadrupeds, 94
their postural and locomotor strategies can be compared with th ose of other mammals, 95
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while their small size, and pharm acological and behavioral trac tability enable precise 96
experimental manipulation and diverse measurements with many ex perimental tool kits 97
available. Moreover, recent developments of high-speed image ac quisition and image 98
processing techniques make it possible to simultaneously monitor movements at multiple 99
body parts of a mouse during WB vibration. 100
Here, we investigated the contribution of the NMS system to WB vibration 101
responses along three axes in mice. Using high-speed video-based analysis, we examined 102
multiple body part responses during vertical, longitudinal, and lateral WB vibration in 103
awake and anesthetized mice. Comparison of those data revealed axis-specific 104
contribution of the NMS system during WB vibration, which is reminiscent of vibration 105
control strategy in four-wheeled v ehicles. To examine vibration preference in mice, we 106
utilized a two-shuttle-box behavioral test and found a novel vertical axis-specific 107
vibration avoidance in mice. 108
109
In the present study, both awake and anesthetized mice were placed in custom-110
made chambers (mouse boxes) and were exposed to whole-body (WB) vibrations along 111
three axes (vertical [up-down], longitudinal [fore-aft], and la teral [left-right]). The 112
waveforms of the vibrations were sinusoidal with varying frequencies (3 to 40 Hz) and a 113
fixed peak-to-peak displacement amplitude of 1 mm, unless other wise noticed (Figs. 1-114
3). The relatively small size of the mouse boxes allowed awake mice to maintain a typical 115
hunched resting posture, which was advantageous for obtaining reliable measurements of 116
body part movements in response to WB vibrations under a consis tent posture 12 117
(Supplementary Videos 1 and 2). For anesthetized mice, the feet were affixed directly to 118
the vibrating table to maintain a natural hunched posture as much as possible 119
(Supplementary Fig. S5). Movements of various body parts and references in response to 120
WB vibrations were measured by tracking predefined points marked on the skin and the 121
mouse box prior to the experiments (see Methods). The measured displacement 122
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amplitudes of the reference points ( ~1 mm, consistent with the intended stimulation 123
amplitude) confirmed that the vibration stimuli were well controlled under all conditions, 124
except at the low frequencies of 3–5 Hz (Supplementary Fig. S6; see Methods). The 125
awake state represents a natural physiological state with intac t neural control, whereas 126
the anesthetized state corresponds to a state lacking neural co ntrol of body posture 13. 127
Comparing awake and anesthetized mice enabled us to investigate the functional 128
contribution of neural control to the musculoskeletal system. Therefore, we quantitatively 129
analyzed the parameters of the measured movements in various bo dy parts, such as 130
displacement amplitude and phase difference relative to the ref erence movement (i.e., 131
input vibration) to examine diff erences between the awake and a nesthetized states. The 132
frequency at which vibration occurs most readily and is amplified in an object, is referred 133
to as the resonance frequency 8. We also analyzed the resonance frequencies of multiple 134
body parts in both awake and anesthetized mice during three-axis WB vibrations (vertical, 135
longitudinal, and lateral). 136
137
Body part movements during vertical WB vibrations 138
Figure 1A depicts the experimental setting and the body part po sitions used for 139
displacement measurements during vertical WB vibrations, with the symbol code also 140
applied to Figure 1B, 1D, and 1E. Figure 1B shows pooled data of the peak-to-peak 141
displacement amplitudes in awake and anesthetized mice. In awak e mice, the relative 142
displacement amplitudes of the m iddle-to-posterior body parts (‘middle’, ‘back’, ‘lower 143
back’, and ‘tail base’) along th e vibration axis were noticeabl y enhanced within the 144
frequency range of 10-16 Hz (Fig. 1B, left panel; green and blue symbols compared with 145
a black dashed line), indicative of resonance. In contrast, ant erior body parts (‘shoulder’ 146
and ‘head’; Fig. 1B, left panel, magenta symbols) exhibited min imal or no enhancement 147
of the displacement amplitude in this frequency range, and damp ing effects emerged at 148
lower frequencies than the other regions except ‘heel’. Notably, the relative displacement 149
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of the ‘head’ remained constant and close to the input vibratio n amplitude (black dased 150
line) at less than 15 Hz, indica ting no clear resonance. At fre quencies below 10 Hz, 151
displacement amplitudes of all body parts were similar to the r eference (i.e., relative 152
amplitude close to 1), although the amplitudes of lower body parts located near the basal 153
vibrating surface tended to be smaller. In anesthetized mice (F ig. 1B, right), the relative 154
displacement amplitudes were substantially larger than those in awake mice across all 155
body parts except for the ‘lower b ack’, ‘tail base’, and ‘heel’, the three regions located 156
closest to the vibrating surface, suggesting reduced damping in the absence of active 157
neuromuscular control. 158
Figure 1C1 shows the resonance frequencies, defined as the frequencies at which 159
the relative displacement amplitude reached its maximum for eac h body part, based on 160
the averaged frequency–amplitude profiles shown in Figure 1B. In all body parts, awake 161
mice exhibited substantially low er resonance frequencies than a nesthetized mice. This 162
difference remained consistent and statistically significant ev en when resonance 163
frequencies were measured from individual frequency-amplitude profiles for each mouse 164
and then averaged by body part (Supplementary Fig. S2A, left; anesthetized mice [n = 6] 165
vs. awake mice [n = 5-7], P < 0.05). In the analysis of maximal relative displacement 166
amplitude, awake mice showed significantly smaller amplitudes at anterior-to-mid body 167
regions, specifically the ‘shoulder’ and ‘middle’, than anesthetized mice, regardless of 168
whether the data were derived from group-averaged (Fig. 1C 2) or individual profiles 169
(Supplementary Fig. S2A, right). 170
At frequencies of 20 Hz or higher, awake mice exhibited a profound decrease in 171
displacement amplitudes (i.e. damping effect) across all the bo dy parts, in clear contrast 172
to anesthetized mice (Fig. 1B). Notably, in awake mice, the anterior body parts (‘shoulder’ 173
and ‘head’) and the ‘heel’ began t o exhibit a damping effect at a lower frequency ( ~15 174
Hz) than the posterior body parts (~20 Hz; ‘middle’, ‘back’, ‘lower back’, and ‘tail base’). 175
In contrast, anesthetized mice showed only minor damping effects starting around 25 Hz, 176
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with a slight decrease in amplitude observed across all body parts at 30 Hz (Fig. 1B, right). 177
At frequencies above 30 Hz, quan tification of displacement ampl itude and phase 178
difference in anesthetized mice became unreliable due to highly irregular waveforms (e.g., 179
double-peak complex waveforms at the ‘lower back’ in Supplementary Fig. S3A and B), 180
considerable inter-animal variability, and deviation from the s imple sinusoidal-like 181
patterns observed in the ‘reference’ (Supplementary Fig. S3). One characteristic complex 182
displacement waveform exhibited a relatively small positive-goi ng hump during the 183
downward phase of displacement, as seen at the 'tail base' and 'shoulder' in (A) and (B) 184
of Supplementary Fig. S3. Another distinct pattern, observed at the 'tail base,' 'lower back,' 185
and 'middle' in (C) of Supplementary Fig. S3, consisted of the fusion of two positive peaks, 186
leading to a broader and larger displacement waveform with an increased apparent cycle 187
time compared to that of the 'reference' waveform (i.e., input vibration cycle time). These 188
complex waveform patterns suggest that the body parts of anesth etized mice 189
mechanically behave as coupled oscillators, where interconnected body segments contain 190
two or more oscillators (i.e., a multi-degree-of-freedom system ) that interact during 191
vertical WB vibration. Some anest hetized mice exhibited clear a mplitude damping at 192
certain body parts (e.g., the 's houlder' in Supplementary Fig. S3A and C, 8 mice), while 193
others showed little damping effect (Supplementary Fig. S3B, 3 mice). Together, these 194
Results
indicate that the active NMS system in awake mice effec tively attenuates body 195
part movements at 20 Hz and highe r frequencies, whereas in the absence of 196
neuromuscular control, damping becomes evident only at 30 Hz and higher. Furthermore, 197
the findings suggest that the ante rior body parts, particularly the ‘head’ and ‘shoulder’, 198
are stabilized more effectively by the active NMS system during vertical WB vibration 199
than other regions. 200
Next, we analyzed the phase difference (i.e., phase delay) of b ody part 201
movements relative to the ‘reference’ movement during vertical WB vibration (Fig. 1D). 202
Compared to anesthetized mice, awake mice exhibited a greater p hase delay (negative 203
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phase difference) in all body parts at much lower frequencies. In both awake and 204
anesthetized mice, phase delay emerged around the resonance fre quencies of each body 205
part (10–15 Hz in awake mice; 20–25 Hz in anesthetized mice), c onsistent with 206
predictions from simple vibration theory 14,15. Meanwhile, Figure 1E shows that in awake 207
mice, relative displacement along the longitudinal (i.e., fore- aft) axis, orthogonal to the 208
applied vertical WB vibration, was negligible compared to the v ertical displacement of 209
the ‘reference’ (i.e., input vertical displacement) (Fig. 1B). These results suggest that 210
mouse body parts may respond to vertical WB vibrations in a manner analogous to a base-211
excited, forced vibration of a single-degree-of-freedom (SDOF) mass-spring-damper 212
(MSD) system 3,4,16. Notably, the relative amplitude responses of ‘shoulder’ and ‘ head’, 213
which were efficiently damped ar ound their resonance frequencie s (10-15 Hz), became 214
smaller at higher frequencies (presumably above √2 times the natural frequency of the 215
system) than those of other, less-damped body parts (e.g., ‘middle’ and ‘lower back’) (Fig. 216
1B, left). In other words, there was no adverse (i.e., compromi sing) effect on high-217
frequency vibration isolation in the well-damped ‘shoulder’ and ‘head’ compared with 218
the less-damped ‘middle’ and ‘lower back’ (Fig. 1B, left). This response profile 219
contradicts the predictions of a simple base-excited forced vib ration model 3,14,17, and 220
instead favors an active vibration isolation model 17 (Supplementary Fig. S4; see 221
Discussion). 222
To gain mechanistic insights on how the NMS system contributes to suppression 223
of body part movements under vertical WB vibration, we made a r ough estimation of 224
stiffness k (i.e., spring constants) based on a SDOF MSD system. We assume d that the 225
measured resonance frequency clos ely approximates the natural f requency ( fn) of the 226
system. While this assumption may result in a slight underestim ation of the stiffness (k) 227
due to the presence of damping (Table 1), such a compromise is unlikely to affect the 228
relative comparison between awake and anesthetized mice. Under this assumption, k can 229
be determined by the two parameters, the mass ( m) and the resonance frequency, as 230
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described in equation [2] in the Methods section and in Table 1 8,18. The two body parts, 231
the ‘middle’ and the ‘head’ was focused for their k estimation. This is because the ‘middle’ 232
was reasonably considered as the center of the total mouse body mass and was good 233
approximation to the SDOF MSD system with lumped parameters, wh ereas the ‘head’ 234
was a very important body part since it includes the brain and contains the sensory organs 235
contributing to vision (eyes), a udition (ears), and vestibular sensation (vestibules of the 236
ears). The mass of the ‘middle’ and the ‘head’ was assumed to b e 22.0 g (0.022 kg) and 237
2.8 g (0.0028 kg), respectively, based on the typical body weight (BW) of an adult mouse 238
and the mean measured head-to-BW ratio. The estimated stiffness (k) values in awake 239
mice were less than half of those in anesthetized mice (Table 1 ). This finding suggests 240
that the active NMS system may function to reduce stiffness for responding to vertical 241
WB vibration, as interpreted withi n the framework of a simple S DOF MSD vibration 242
model. 243
The NMS system can contribute to suppression of body part movements through 244
damping properties in the vibration system when the NMS system is considered 245
analogous to a base-excited SDOF system with lumped parameters: a mass (m) connected 246
to a spring (stiffness, k) and a damper (damping coefficient, c ) 3,4. For vibration control, 247
there are two control models in the SDOF-MSD vibration system: a passive control model 248
where a damping property is fixed, and an active control model where damping properties 249
are actively modulated (Supplementary Fig. S4) 17. To examine where the NMS system 250
may behave as passive or active control over external vertical WB vibration, the relative 251
displacement amplitude (i.e., vibration transmissibility) of the mouse body part ‘middle’ 252
in response to vertical WB vibration was fitted with the two control models (see Methods, 253
Supplementary Fig. S4). The ‘middle’ region was considered the most suitable for model 254
fitting due to the closest region to the mouse’s center of gravity, and the mass was fixed 255
to 22.0 g as described above. As an active control model, we employed the “skyhook” 256
control model where the active control force is applied via fee dback depending on the 257
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absolute velocity of the mass. The frequency response curve of the relative displacement 258
amplitude in the ‘middle’ was not fitted well to the passive co ntrol model, whereas the 259
active control (skyhook control) model explained the measured d ata reasonably with 260
stiffness 239.78 (N/m) and csky 1.9382 (N •s/m) (Supplementary Fig. S4). These results 261
indicate that the NMS system in mice may function as the active damping control over 262
vertical vibration like an active suspension of a vehicle. 263
264
Body part movements during longitudinal WB vibrations 265
In awake mice exposed to longitudinal (fore-aft) WB vibration (Fig. 2A), relative 266
fore-aft displacements increased between 5 and 12 Hz, typically exhibiting a single peak 267
in most body parts except at the ‘tail base’ and ‘heel’ regions (Fig. 2B, left). In 268
anesthetized mice, relative displacement amplitudes showed a si milar amplification 269
between 8 and 13 Hz, also with a single peak (Fig. 2B, right). Regarding phase difference 270
in awake mice, the ‘tail base’ and ‘heel’ exhibited relatively small phase shifts, while the 271
‘back’, which is the most distant from the vibrating floor, sho wed a markedly delayed 272
phase response (exceeding -180 ° at frequencies above 15 Hz) (Fig. 2D, left; see also 273
Methods). Resonance frequencies of body parts in awake mice tended to be slightly lower 274
than those in anesthetized mice (Fig. 2C 1 and Supplementary Fig. S2B, left). However, 275
no significant differences were observed in the maximum relative displacement amplitude 276
between the two groups (Fig. 2C 2 and Supplementary Fig. S2B, right), suggesting little 277
damping effect exerted by the NMS system during longitudinal WB vibration, except at 278
the ‘tail base’ and ‘heel’, which are physically closer to the vibrating floor. 279
Unlike vertical WB vibration, l ongitudinal (fore-aft) WB vibrat ion produced 280
markedly larger relative displacements along the vertical axis (orthogonal to the stimulus 281
direction) in awake mice within the 10-20 Hz range (Fig. 2A and 2E). These responses 282
suggest that mouse body movements during longitudinal WB vibrat ion cannot be 283
explained by a single-axis model and instead involve multiple-d egree-of-freedom 284
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dynamics. In the awake state, with the body supported above the ground by four limbs, 285
longitudinal vibrations may induce rotational, seesaw-like oscillatory vertical movements 286
(pitching) around the body’s center of gravity, located near the ‘middle’ body point (Fig. 287
2A). This argument is supported by Supplementary Video 2 and by the observation that 288
the orthogonal vertical displa cements of anterior and posterior body parts, farther from 289
the ‘middle’ point, were considerably larger during fore-aft WB vibrations (Fig. 2E). 290
291
Body part movements during lateral WB vibrations 292
In contrast to vertical and longitudinal WB vibration, awake mi ce exposed to 293
lateral WB vibration (Fig. 3A) exhibited complex frequency–disp lacement response 294
profiles, with two distinct peaks at 7 Hz and 12 Hz in most bod y parts (Fig. 3B, left). 295
These multi-peaked profiles suggest that body displacements during lateral WB vibration 296
may follow a multiple-degree-of-freedom vibration model in awake mice. Notably, only 297
posterior body parts (i.e., the ‘tail base’ and ‘lower back’) s howed displacement 298
amplitudes reduced to or below the amplitude of the applied vibration stimulus (Fig. 3B, 299
left, blue symbols), indicating th at these regions are damped e ffectively and vibration-300
resistant during lateral WB vibration. Unlike under longitudinal WB vibration, orthogonal 301
fore-aft displacements were negligible across all body parts du ring lateral WB vibration 302
(Fig. 3E), similar to the results observed under vertical WB vi bration. In anesthetized 303
mice, relative displacement amplitudes were markedly greater than those in awake mice 304
across all body parts, exhibiting single response peaks at 9 Hz (Fig. 3B, right). 305
Resonance frequencies derived fr om the group-averaged displacement profiles 306
were lower in awake mice compared to anesthetized mice (Fig. 3C 1). This trend was 307
confirmed by the analysis of resonance frequencies calculated from individual frequency–308
displacement profiles (Supplementary Fig. S2C, left). Statistically significant reductions 309
in resonance frequency were observed in the anterior body parts of awake mice compared 310
to anesthetized mice, including the ‘forehead’, ‘head’, and ‘back1’ (anesthetized mice [n 311
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= 6] vs. awake mice [n = 7], P < 0.01). 312
Analysis of the maximum relative displacement amplitudes along the lateral 313
vibration axis revealed that awake mice exhibited significantly reduced displacements 314
across all measured body parts, with particularly pronounced suppression observed in the 315
medial regions of the body (‘middle’ and ‘back2’; Fig. 3C 2; Supplementary Fig. S2C, 316
right). These results suggest that the NMS system suppresses body part movements during 317
lateral WB vibration, functioning as a robust damping and stabi lizing mechanism in 318
response to lateral perturbations. 319
Notably, unlike in vertical and longitudinal WB vibration conditions, most body 320
parts in awake mice exhibited phase differences (phase delay) e xceeding -180° at 321
frequencies above 15 Hz, with even greater phase delays observe d at frequencies above 322
20 Hz during lateral WB vibration (Fig. 3D, left). At 20 Hz, re lative displacement 323
amplitudes remained over 0.27 across all body parts and exceede d 0.5 at the ‘back1’, 324
‘middle’ and ‘back2’ points (Fig. 3B, left), indicating that phase-difference measurements 325
in this frequency range were reliable. These pronounced phase d elays beyond -180° in 326
awake mice may reflect either a passive multiple-degree-of-freedom vibration system or 327
active vibration control mechanisms. 328
Although Figure 3D shows gradual increase in phase delay in awa ke mice and 329
excess of -180° phase difference at around 15 Hz, analysis base d on the steady-state 330
response at fixed vibration frequency only cannot discriminate whether the phase 331
difference is really delayed beyond -180° or advanced below -180° compared to the 332
Reference
theoretically. Thus, to investigate how this large ph ase delay may develop 333
during lateral WB vibration in awake mice, we utilized a freque ncy-modulated single-334
sweep vibration stimulus (Supplementary Fig. S7A). The frequency of the stimulus was 335
continuously and gradually changed from 10 Hz to 30 Hz at a slo w rate of 0.5 Hz/s (1-336
mm peak-to-peak displacement amplitude). Moreover, to examine distinctive responses 337
of left and right body parts, symmetrical left and right body p arts were included among 338
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14
measurement points and displacem ent responses of body parts wer e measured from the 339
rear of an awake mouse (Supplementary Fig. S8A, see Methods). 340
Analysis of the data along the lateral vibration axis using the frequency-341
modulated lateral vibration stimu lus suggests that frequency-de pendent progressive 342
increase in phase difference is continuously developed from around -90° to over -270° in 343
upper body parts (Supplementary Fig. S8C, ‘top’ and ‘upper hip’, magenta and blue), and 344
that characteristics of left and right body parts were similar (Supplementary Fig. S8B and 345
C, filled triangles and solid lines [left] vs. open squares and dotted lines [right]). However, 346
the data analyzed along the vertical axis orthogonal to the sti mulus indicate large 347
displacement (reaching over 0.25 mm) of most body parts except for ‘top’ 348
(Supplementary Fig. S8D). This resembles the results of longitu dinal (fore-aft) WB 349
vibration experiments (Fig. 2E), implying a similar possibility that lateral WB vibration 350
may induce rotational, seesaw-like vertical oscillations between the left and right sides of 351
the body. To examine this possibility, phase difference along the vertical axis (orthogonal 352
to the stimulus axis) between symmetrical left and right body p arts were analyzed 353
(Supplementary Fig. S8E). These results support the above possi bility and revealed that 354
vertical body part movements have a constant antiphase (near -180°) relationship between 355
left and right corresponding pa rts (Supplementary Fig. S7B), ir respective of lateral 356
vibration frequencies (Supplementary Fig. S8E). 357
358
Mouse preferences for different WB vibration conditions 359
The above experiments revealed that mouse body-part responses to whole-body 360
(WB) vibration differ markedly depending on the direction of vi bration (vertical, 361
longitudinal, or lateral) and its frequency (Figs. 1-3). These characteristics are 362
summarized in terms of displacement magnitude in Table 2. The differential properties of 363
body-part movements under various vibration conditions may influence mouse behaviors, 364
particularly in terms of mouse pr eferences for WB vibration sti muli 19 and potential 365
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concerns about adverse effects of resonant vibrations on mice 9. Using a two-alternative 366
shuttle box behavior paradigm (Fig . 4A), we examined mouse pref erences for various 367
WB vibration conditions (6–40 Hz) along three axes (vertical, l ongitudinal, and lateral 368
directions) that were all used i n the above experiments (Table 2). Interestingly, no 369
significant preference or dislike was observed for either longi tudinal or lateral WB 370
vibration at any tested frequency compared to the corresponding control condition 371
without vibration (Fig. 4B and 4C). A single exception was note d: mice significantly 372
avoided the lateral vibration at 40 Hz, spending only ~40% of t heir time in the vibrated 373
chamber (Fig. 4C). In contrast, vertical WB vibration elicited robust avoidance behavior 374
at 32 Hz and 40 Hz (Fig. 4B and 4-C), indicating a clear axis- and frequency-dependent 375
behavioral response. These results suggest that mice selectivel y avoid vertical WB 376
vibration at frequencies over 16 Hz. This pattern cannot be att ributed to body-part 377
resonance, because the resonance frequencies of body parts in a wake mice are 378
approximately 6–16 Hz across all vibration axes (Figs. 1C1–3C1, Supplementary Fig. S2, 379
and Table 2), a range in which no significant avoidance behavior was detected (Fig. 4C). 380
Therefore, we conclude that resonance itself does not account for vibration avoidance. 381
It appears that the higher the frequency of vertical WB vibrati on was, the more 382
severely mice avoided the vibration (Fig. 4C). However, the dis placement peak-to-peak 383
amplitude of the vertical WB vi bration was fixed at 1.0 mm, and the energy of the 384
vibration stimulus (i.e., peak acceleration) increased along with the frequency increment 385
in the experiments above. Thus, we next examined whether displacement amplitude itself 386
can affect mouse preferences for vertical WB vibration. To this end, we adjusted both the 387
displacement amplitude and frequen cy of the vibration stimuli, with their peak 388
acceleration held at a fixed rate of 5.05 m/s 2, equivalent to that of a 1-mm vibration 389
stimulus at 16 Hz, which did not induce avoidance (Fig. 4C and 4D). In this configuration 390
(fixed peak acceleration conditions), a trade-off relationship exists between displacement 391
amplitude and frequency (Fig. 4D), which allowed us to dissocia te the effects of 392
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16
frequency and displacement ampli tude under a fixed mechanical e nergy level. Under 393
these vibration conditions, mice exhibited significant avoidanc e of vertical vibration 394
when the peak-to-peak displacement exceeded 7 mm at 5.1 and 6 H z, which are much 395
below the resonance frequency range (Fig. 1B, awake). In contrast, vibration stimuli with 396
smaller displacements and hi gher frequencies (e.g., 0.25 mm at 32 Hz) did not elicit 397
avoidance, as preference remained near chance level (Fig. 4D). Collectively, these results 398
indicate that both displacement amplitude and frequency influence the aversive response 399
to vertical WB vibration in mice. 400
401
402
Discussion
403
In the present study, we analyz ed the movements of various body parts during 404
WB vibrations along three differe nt (vertical, longitudinal, an d lateral) axes, and 405
compared the response properties between awake and anesthetized mice. To our 406
knowledge, this is the first report to systematically examine resonance frequencies and 407
phase delays in various body parts in awake and anesthetized mi ce along the three axes, 408
revealing the differential contribution of the NMS system to mouse postural control along 409
the three vibration axes (Figs. 1-3). We found that awake mice exhibit lower resonance 410
frequencies in body parts than anesthetized mice during WB vibrations with all three axes 411
of excitation (Figs. 1C 1-3C1, Supplementary Fig. S2), suggesting that the NMS system 412
functions to maintain body resonance at lower frequencies. In terms of vibration control, 413
our results indicate that the NMS system suppresses body vibration by reducing stiffness 414
(k) of the mass (Table 1) and ac tive control of the damper (skyho ok damper) such as 415
vehicle suspension control, when a SDOF-MSD vibration system is considered416
(Supplementary Fig. S4). This du al mechanism—reduction of stiffn ess and dynamic 417
adjustment of damping—may enable animals to suppress resonance and maintain postural 418
stability during WB vibration. The present study may be the first to propose the functional 419
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17
and mechanical roles of the NMS system in controlling body vibr ation from a vibration 420
engineering perspective. Using be havioral preference tests, we also examined the 421
behavioral significance of three-axis WB vibrations and found that mice selectively avoid 422
vertical WB vibrations in a frequency- and displacement-dependent manner (Fig. 4). 423
424
A downward shift of body resonance frequency and a softening ef fect by the NMS 425
system 426
The functional significance of lowering body resonance frequency by the NMS 427
system in mice remains to be eluc idated. From the perspective o f vibration isolation, a 428
downward shift in resonance frequency leads to reduction in vib ration transmission at 429
frequencies above ~√2 times the resonance frequency (more precisely, the system’s 430
natural frequency) 14. In vertical WB vibrations, an esthetized mice exhibited body 431
resonance frequencies ranging 20-25 Hz, whereas awake mice showed a lower resonance 432
frequency range of approximately 10-15 Hz (Fig. 1C1, and Supplementary Fig. S2A, left). 433
This implies that the mouse NMS system might effectively attenu ate vertical body 434
vibrations at frequencies above 15 Hz, a range that could be cr itical to mice due to 435
potential harm to the brain and internal organs, or disturbances to the visual, auditory, and 436
vestibular systems. From a clinical perspective, the reduced co ntribution of the 437
neuromuscular system in individuals such as infants, older adults, or unconscious patients 438
may result in elevated body resonance frequencies. This highlig hts the importance of 439
minimizing exposure to potentially harmful high-frequency WB vi brations during 440
medical transport in ambulances or other vehicles. Such vibrati ons may approach the 441
resonance range of these vulnerable individuals, leading to amp lified body movements 442
and potentially greater physiol ogical stress compared to health y adults with intact 443
neuromuscular control and lower body resonance frequencies. 444
So far, it remains unclear how t he NMS system reduces the stiff ness k of body 445
parts (i.e., the ‘softening’ effect) (Table 1), thereby lowerin g the body resonance 446
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18
frequencies (Figs. 1-3, and Supplementary Fig. S2, left). Interestingly, similar phenomena 447
have been reported in rhesus monkeys 20 and human subjects exposed to higher 448
magnitudes of vibration 21–24. Griffin (1990, Chapter 8.4.2.1) suggested that this effect 449
might result from an involuntary loss of muscle tone by vibration, phasic muscle activity 450
excited by vibration, or the thi xotropic behavior of muscles 18. All of these hypotheses 451
involve muscle activity 25, which is consistent with our findings. However, our results 452
appear counterintuitive, because anesthetized mice, in which al l skeletal muscles are 453
relaxed and presumably more softened, exhibit effective higher stiffness; whereas awake 454
mice, in which some (but not all) skeletal muscles are contract ed and appear more rigid, 455
show lower effective stiffness during WB vibration when the mouse body is regarded as 456
a vibrating system. This intriguing discrepancy might be reconc iled with non-linear 457
properties of the complex posture control system including musc les, tendons, bones, 458
joints, ligaments, and the nervous system 2,18. Notably, several studies have reported that 459
muscle stiffness is reduced during and after contraction 26–29. In addition, muscle spindle 460
tuning can affect muscle stiffness 30, and joint/limb stiffness can be regulated by joint 461
receptors 31. As another possibility, the skeletal structures which are intrinsically stiffer, 462
might be dominant to support the body in anesthetized mice, so that body transmissibility 463
is mediated mainly by the skeletal system, while fully relaxed muscles behave primarily 464
as passive mass attached to the skeletal structure during WB vibration. 465
Zeeman et al. 10 reported spinal resonance frequencies of 8-10 Hz during 466
longitudinal WB vibration in anesthetized rats, comparable to o ur results (Fig. 2B, 467
anesthetized; Supplementary Fig. S2B left, anesthetized). In contrast, Rabey et al. 9 468
estimated much higher resonance frequencies (41-60 Hz in mice) during vertical WB 469
vibration in anesthetized or eu thanized rodents than those obse rved in our study. This 470
discrepancy may arise from diffe rences in resonance estimation methods and vibration 471
stimuli. In particular, Rabey et al. 9 employed frequency-modulated sweep vibration 472
stimuli at a rapid rate of 30 Hz/s, which may predominantly induce nonstationary transient 473
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19
responses, whereas our study focused on steady-state responses of the mouse body during 474
vertical WB vibration using discrete, single-frequency vibration stimuli. 475
476
Active control of body vibration by the NMS system in mice 477
Our model fitting suggests that the NMS system functions as an active vibration 478
control system to suppress body vi bration during vertical WB vi bration in mice 479
(Supplementary Fig. S4). This interpretation is also supported by the frequency response 480
profiles of the more strongly da mped anterior body parts in awa ke mice (Fig. 1B, left). 481
Specifically, the damping sufficient to control resonance at ‘shoulder’ and ‘head’ did not 482
compromise higher frequency isolation; that is, the ‘shoulder’ and ‘head’ did not exhibit 483
larger amplitude responses than the less damped body parts (e.g ., ‘middle’ and ‘lower 484
back’) above 20 Hz. This response property is characteristic of active vibration isolation, 485
as utilized in automobile suspensions 17. In contrast, the seated human body exposed to 486
vertical vibration has been well described by passive control models (Supplementary Fig. 487
S4A, upper panel) 21,32. This discrepancy may refle ct fundamental biomechanical 488
differences: humans are bipedal with an upright rostrocaudal ax is, whereas mice are 489
quadrupedal with a prone rostrocaudal axis. Thus, it might be r easonable that mice with 490
four limbs employ a vibration control strategy analogous to four-wheeled vehicles. 491
Using the fitted parameters ( k and csky) and equation [2] of the active skyhook 492
control model (Supplementary Fig. S4), the damping ratio (also referred to as the damping 493
factor), Zsky of the ‘middle’ mouse body (the presumable body’s center of ma ss) was 494
estimated to be 0.42. This value is comparable to those reported in the Rhesus monkey 495
(~0.46) 20, the seated human body (0.475) 21, and walking humans (~0.3) 33 under vertical 496
WB vibration. These findings suggest that the damping ratio of animal bodies in response 497
to vertical vibration may be evolutionarily conserved across species, although it can vary 498
depending on the ethological context of each species. Such cons ervation might provide 499
biomechanical advantages by optimizing a trade-off relationship between stability against 500
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20
external perturbations (e.g., vibration) and mobility efficiency (i.e., controlled instability 501
with energy cost) during locomotion. 502
Biological mechanisms underlying active skyhook vibration control in mice 503
remain to be elucidated. In the skyhook damper system, measurem ent and use of the 504
absolute mass velocity are requi red; however, in practice, it i s not possible to connect a 505
physical damper from a mass (i.e., the mouse body) to an inerti al reference 34. In mice, 506
head movement-corrected stable visual images together with vestibular signals encoding 507
body acceleration might be exploited to approximate absolute velocity. Group Ia muscle 508
spindle afferents act as muscle velocity sensors 31,35, and thus muscle spindle-mediated 509
velocity-dependent feedback control of muscle activity may provide damping of body 510
vibration 36, given that damping force is proportional to the velocity of the vibrating body 511
14. Moreover, group Ia muscle spindl e afferents and some Golgi tendon organs can 512
respond to vibration in tendons and muscles 31,35. Skin, fascia, joint capsules, and 513
ligaments are also innervated by mechanoreceptors that are sensitive to vibration 35. 514
Neural processing of these propr ioceptive information and the r esulting mechanical 515
output could implement active skyhook-like control of body vibration in mice. 516
517
Vibration axis-specific response properties of mouse body parts and its functional 518
implications 519
In vertical WB vibration, the present study revealed that one of the anterior body 520
parts, the‘head’ is vibration resistant and stabilized most effectively by the active NMS 521
system among mouse body parts (Fig. 1B, awake). A similar effect has also been reported 522
in standing humans 37,38. This stabilization may contribute to the stable and accurate 523
acquisition of sensory information, because most sensory organs including eyes (vision), 524
ears (hearing), vestibular apparatus (balance), nose (olfaction), and whiskers (touch), are 525
concentrated in the head where stability is critical for detect ing and processing these 526
sensory stimuli in mice. Moreover, head stability may protect the brain from mechanical 527
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21
damage during locomotion which inevitably involves vertical WB vibration. 528
In anesthetized mice where the NMS system is inhibited, only ve rtical WB 529
vibration caused complex. coupl ed oscillation-like displacement patterns of body parts 530
(Supplementary Fig. S3), whereas no such patterns were observed during longitudinal or 531
lateral WB vibration. This phenom enon may result from the effect of gravity along the 532
vertical axis. In awake mice, the NMS system-mediated vibration control may suppress 533
such coupled oscillations, which could otherwise be injurious t o certain body parts, and 534
instead allow the body to respond a s a s i m p l e S D O F v i b r a t i o n s ystem (Fig. 1, 535
Supplementary Fig. S4), thereby minimizing mechanical stress am ong body parts. 536
Limiting the system’s degrees of freedom may also be advantageous by reducing the cost 537
of body control 39. 538
The present study found that the mid-body regions, ‘middle’ and ‘back’ move 539
maximally among the body parts, r egardless of vibration axis or the state of the NMS 540
system (active or inactive) (Figs. 1-3 and Supplementary Fig. S2). This phenomenon may 541
reflect that the mid body, including internal organs, lacks rib support, making it more 542
susceptible to vibration. 543
Curiously, one of the posterior body parts, the ‘lower back’ in awake mice tended 544
to exhibit larger vibration responses than in anesthetized mice lacking the NMS system-545
mediated control during vertical W B vibration (Fig. 1B, blue circles and C 2; 546
Supplementary Fig. S2A, right). This finding is in shar contrast to our general observation 547
that the NMS system suppresses vibration responses of body part s in awake mice (Figs. 548
1-3) and was not observed during longitudinal (fore-aft) or lat eral WB vibration (Figs. 549
2B, 2C2, 3B, and 3C2; Supplementary Fig. S2B and C, r ight). These results suggest that 550
vertical axis-specific response enhancement at the ‘lower back’ might contribute to active 551
postural control against gravity by the NMS system. During vert ical WB vibration, the 552
NMS system might functionally couple the posterior body parts ( ‘lower 553
back’, ’back’, ’middle’, and ’tail base’) to reduce mechanical stress within the posterior 554
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22
body area. 555
Among the three axes of WB vibra tion, two distinct response pro perties were 556
observed only during longitudinal WB vibration in mice. First, vibration responses were 557
largely uniform across body parts, except for lower body region s close to the vibrating 558
floor, in both awake and anesthe tized mice (Fig. 2B). This indi cates that, unlike in the 559
vertical and lateral axes (Figs 1B and 3B), mouse body parts are equally mobile along the 560
longitudinal axis. Second, displacement responses differed only slightly between awake 561
and anesthetized mice (Fig. 2B and 2C2), suggesting that the NMS system exerts the least 562
control over body posture along th e longitudinal (fore-aft) axi s. In other words, mouse 563
body parts remain easily movable in the longitudinal direction even when the NMS 564
system is active. Analogous to four-wheeled vehicles, such mobility may be advantageous 565
for quadrupeds like mice, which primarily locomote in the fore-aft direction. In addition, 566
interestingly, mouse stride frequency during wheel running typi cally ranges from 4 to 9 567
Hz 40 ,which corresponds well to our observed resonance frequency ra nge during 568
longitudinal WB vibration in mice (Fig. 2B and 2C 1, awake; Supplementary Fig. S2B, 569
left). This correspondence may also contribute to efficient locomotion in mice. 570
Regarding the lateral (left-right) axis, it is noteworthy that the posterior body 571
parts of mice are least vibrated among all body parts during lateral WB vibration (Fig. 3B 572
blue symbols, and 3C 2). This phenomenon indicates that the anterior and central body 573
parts remain relatively mobile, w h i l e t h e p o s t e r i o r p a r t s a r e comparatively stable and 574
immobile along the lateral axis. Such differential stability ma y play a critical role in 575
efficient control of body direction during locomotion. In mice, the hindlimbs are mainly 576
used to generate propulsion and accelerate the body, whereas the forelimbs can contribute 577
to braking and steering 41,42. Thus, posterior stability may facilitate propulsion, whereas 578
anterior mobility may be advantageous for steering. The mouse b ody may be analogous 579
to a rear-drive four-wheeled vehicle, complementing previously reported left-right 580
locomotor asymmetries 43. Taken together, axis-specifi c modulation of body vibration 581
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23
control may represent an adaptive strategy that balances locomotor efficiency with 582
vibration attenuation to prevent body dysfunction. 583
584
Vibration discomfort in mice: relationships with body transmissibility and vibration 585
axis 586
Our behavioral results using the shuttle-box paradigm include t w o t y p e s o f 587
behaviors: escape, where mice move away from immediate and present aversive stimulus 588
(i.e., “Get me out of this vibration NOW”), and passive avoidan ce, where mice show 589
preventive behavior against predicted future threats (i.e., “Do not let me get into that 590
vibration”). Our analysis (Fig. 4; percentage of time spent in the vibration area) might 591
primarily quantify the passive avoidance component. Notably, ou r behavioral results 592
showed no carry-over effect, and the aversive vibration stimuli were not associated with 593
specific chamber locations (i.e., vibration areas) in mice (see Methods). Therefore, our 594
behavioral results likely repres ent vibration di scomfort corresponding to a mild, rather 595
than strong, unpleasant emotional state in mice. 596
In humans, it has been suggested that vibration discomfort can be related to body 597
transmissibility and resonan ce phenomena within the body 3,6. However, only weak 598
correlations have been found between vertical head motion and d iscomfort, and 599
psychophysically measured equivalent comfort contours do not mirror the inverse of body 600
transmissibility curves in humans 3. Rather, vibration frequency is considered the primary 601
determinant of human vibration discomfort 44. This is consistent with our findings that 602
vibration discomfort in mice depends on vertical vibration frequency when displacement 603
amplitude is fixed, irrespective of resonance frequencies at sp ecific body parts (Table 2; 604
Fig. 4C). Pain after WB vibration exposure also has been report ed to be frequency 605
dependent and independent of the resonance frequency in rats 45. Vibration discomfort is 606
thus a complex phenomenon determined by multiple internal and e xternal factors, and 607
cannot be predicted solely by the response of a single body par t or a single vibration 608
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24
variable 3,44. Consequently, general models o f vibration discomfort remain e lusive, and 609
existing models have been developed under specific experimental conditions with distinct 610
constraints in humans 3. Notably, when vertical vibrati on acceleration is held constan t, 611
discomfort in mice becomes dependent on displacement amplitude rather than vibration 612
frequency (Fig, 4D), highlighting the dynamic interplay between frequency, displacement 613
amplitude, acceleration, and environmental context of vibration. 614
The present study demonstrated that vibration discomfort in mic e is specific to 615
vertical WB vibration (Fig. 4). Similar vertical axis specific phenomena have been 616
reported in humans, where vertical vibration induced greater di scomfort than horizontal 617
vibration (lateral or longitudi nal vibration) at frequencies of 4 Hz and above 44,46. This 618
indicates that heightened sensitivity to vertical vibration may be evolutionarily preserved 619
in mammals. Such axial (directio nal) dependency is reminiscent of a human cognitive 620
function, the inversion effect i n visual perception, such as Thatcher illusion (face 621
inversion effect: inverted faces r educe sensitivity to notice f ace distortion) 47 and the 622
shape-from-shading inversion effect (convex-concave perception changes, depending on 623
lighting cues based on the human visual system assumption that light comes from above) 624
48. Comparable face inversion effec ts along the vertical axis hav e been reported in non-625
human primates 49 and medaka fish 50. Because animals on earth are affected by gravity 626
and gravity always acts along the vertical axis, animals may have adapted themselves to 627
this constraint through evolution. Therefore, vertical WB vibration may possess a unique 628
biological significance in eliciting behaviors such as vibration avoidance in mice. 629
In conclusion, we identified axis-specific features of body pos ture control and 630
avoidance behavior under three-axis WB vibration in mice. It remains to be clarified how 631
such axial specificity is achiev ed from biomechanical and neuro physiological 632
perspectives. Interestingly, some parallels were observed betwe en vibration control in 633
mice and control strategies in four-wheeled vehicles. Analogies between quadrupeds and 634
vehicles 43 may provide a useful framework for future studies on the biome chanics and 635
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25
the NMS system-mediated control of posture in mice. 636
637
638
Methods
639
640
Animals 641
All procedures for the care and treatment of animals were carried out in accordance with 642
the Japanese Act on the Welfare and Management of Animals and the Guidelines for the 643
Proper Conduct of Animal Experiments issued by the Science Coun cil of Japan. The 644
experimental protocols were approved by the Gunma University An imal Care and 645
Experimentation Committee (a pproval numbers: 18-019 and 23-018) . Adult C57BL/6 646
mice of both sexes (BW 17.3 – 25.3 g) were used for body part movement analysis, and 647
male mice (BW 21.8 – 31.7 g) were used for vibration avoidance (preference) tests. The 648
mice were maintained on a 12:12-hour light-dark cycle (lights o n a t 8 a m ) a n d a t a 649
constant temperature of 23±3℃. Rodent laboratory chow (MF, Oriental Yeast Co., Ltd) 650
and water were freely available in their home cages. 651
652
Vibration apparatus and video recording of body-part movements in awake and 653
anesthetized mice 654
Mice were exposed to sinusoidal base oscillations at frequencies ranging from 3 to 40 Hz 655
with a constant pe ak-to -peak displacement amplitude of 1 mm in three different axial 656
directions: vertical (up-down: z-axis), longitudinal (fore-aft: y-axis), lateral (left-right: x-657
axis). We utilized video object tracking to examine the vibration response in various parts 658
of the mouse body (see Methods below; Supplementary Videos 1 and 2). Unless otherwise 659
noted, the displacement amplitude of the vibration stimuli was set to 1 mm, as our 660
preliminary experiments showed that 1-mm vertical vibrations at 3-56 Hz for 1 hour had 661
no effect on the behavioral res ults of open field tests conduct ed immediately after 662
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26
exposure to the vibrations (n = 4-10), suggesting that 1-mm vibrations are not harmful to 663
mice. Moreover, with 1-mm vibration stimuli, our video-based tracking method provided 664
sufficient spatial resolution to detect mouse body part movemen ts across a frequency 665
range of at least 3-25 Hz, which covered the resonance frequencies for all three vibration 666
axes in both awake and anesthetized conditions (Figs. 1-3; Supp lementary Figs. S1 and 667
S2). An electromagnetic vibratory actuator (m060, IMV CORPORATION, Osaka, Japan) 668
was used to generate vibration. The actuator was controlled by a vibration controller 669
system (K2, IMV Corporation, Osaka, Japan) connected with a sig nal amplifier (MA1, 670
IMV CORPORATION, Osaka, Japan). The magnitude (acceleration) an d frequency of 671
the base vibrations were monitored with an accelerometer (356A32, PCB Piezotronics, 672
NY , USA) placed on the vibrator platform. In experiments using awake mice, no sedatives 673
or anesthesia were administered. Mice were placed in a transparent acrylic chamber 674
(mouse box; 100 mm length × 40 mm width × 40 mm height) with a detachable lid 675
composed of a thin plastic sheet and thick polyurethane foam co ntaining multiple 676
ventilation holes. This chamber size allowed mice to maintain a natural hunched posture 677
continuously without stress. For vertical vibration, the chambe r was secured to the 678
actuator’s vibrating table with double-sided adhesive tape or w ith instant glue applied 679
onto polyimide tape, which was attached to both the table surface and the chamber bottom 680
(Fig. 1A). For longitudinal or lateral vibration, the actuator was rotated 90 degrees (i.e. 681
positioned horizontally), and an L-shaped attachment was screwe d onto the vibrator 682
platform. Depending on whether the rear or side panel of the mo use chamber was fixed 683
to the attachment, this setup enabled longitudinal or lateral vibration, respectively (Figs. 684
2A and 3A). A sheet of paper-type bedding (Pulmas 3000, Scitex, Kawasaki, Japan) was 685
placed on the chamber floor to absorb urine and feces. In exper iments under anesthesia, 686
mice were pretreated with a ketamine (100 mg/kg, body weight) and xylazine (10 mg/kg) 687
mixture dissolved in 0.9% NaCl s olution, administered intraperitoneally (100 µL/10 g). 688
To approximate a natural hunched posture, anesthetized mice were positioned with their 689
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27
limbs folded under the body 9, and all paws were affixed directly to the vibrating table 690
(for vertical vibration) or to an attached acrylic plate (for l ongitudinal and lateral 691
vibration) using four strips of double-sided adhesive tape (Sup plementary Fig. S5B and 692
C). The positions of the adhesive stripes were fixed and bilate rally symmetric 693
(Supplementary Fig. S5A). Unless otherwise noted, mouse body mo vements were 694
recorded using the slow-motion video acquisition mode (1080p Full HD resolution at 240 695
frames per second [fps]) of an iP hone 8 Plus (Apple Inc., Cuper tino, CA, USA), 696
positioned laterally (for vertical and longitudinal vibrations; Figs. 1A and 2A, 697
Supplementary Fig. S5B, Supplementary Videos 1 and 2) or dorsally (for lateral vibration; 698
Fig. 3A, Supplementary Fig. S5C) relative to the mouse or the m ouse chamber. The 699
recording duration at each frequency was typically 1 min or les s (up to a maximum of 5 700
min), with inter-trial intervals of at least 0.5 min. The order of stimulus frequencies was 701
randomized. 702
When a frequency-modulated, single-sweep vibration stimulus was used, the 703
waveform was generated using a built-in function of the vibration controller system (K2, 704
IMV Corporation, Osaka, Japan). The stimulus frequency was linearly increased from 10 705
Hz to 30 Hz at a slow rate of 0.5 Hz/s, with a constant peak-to -peak displacement 706
amplitude of 1 mm (Supplementary Fig. S7A). 707
708
Measurements of displacement and phase differences at various body parts 709
To track body movements reliably, mouse body hair was shaved an d tracking points on 710
several body parts were marked directly on the skin using a whi teout pen prior to video 711
recording (Supplementary Fig. S5B and S5C; Supplementary Videos 1 and 2). In vertical 712
and longitudinal (fore-aft) vibration, measurements were performed at seven points along 713
the lateral side of the body: ‘head’, ‘shoulder’, ‘middle’, ‘back’, ‘lower back’, ‘tail base’, 714
and ‘heel’ (Figs. 1A and 2A). In lateral vibration, body-part m ovements were measured 715
from the dorsal side at seven regions arranged in rostrocaudal order: ‘forehead’, ‘head’, 716
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28
‘back1’, ‘middle’, ‘back2’, ‘lower back’, and ‘tail base’ (Fig. 3A). As reference markers 717
for vibration, solid objects suc h as the ‘mouse box’ affixed to the vibrating floor, were 718
marked with black dots using a black oil-based pen (Figs. 1A-3A ; Supplementary Fig. 719
S5B and S5C). 720
To focus on the steady-state response to vibration, body part m ovements were 721
analyzed at least 5 seconds after vibration onset. Because awake mice were able to move 722
freely in the chamber even during vibration, analysis was limit ed to video segments in 723
which the mouse maintained a stable hunched posture. Tracking o f the marked points in 724
the recorded videos was performed using the open-source softwar e Kinovea (version 725
0.8.26; https://www.kinovea.org), with the marker tool positioned at the center of each 726
marked point (Supplementary Videos 1 and 2). Of the measured coordinates (x and y in 727
pixels) over time (ms), the coordi nate axis either parallel or orthogonal to the vibration 728
direction was selected for analysis, depending on the direction of the vibration stimulus. 729
For example, in vertical vibrati on experiments, y-coordinate va lues were analyzed as a 730
function of time (Fig. 1B and 1D), whereas x-coordinate values were analyzed in Fig. 1E. 731
The values in pixels were converted to millimeters based on cal ibration scales derived 732
from known dimensions of objects such as the ‘mouse box’ and a yellow reference object 733
(Figs. 1A-3A; Supplementary Fig. S5B and S5C). Tracked data exh ibiting an unstable 734
baseline drift due to postural changes were excluded from the analysis. 735
From the tracked data segments containing at least stable six cycles of vibration 736
response at each body part, displacement peak-to-peak amplitudes (i.e., double 737
amplitudes) and phase differences at each body part relative to a reference, were analyzed 738
using a custom-made macro of Igor Pro 8.04 software (WaveMetrics, Lake Oswego, OR, 739
USA) by NH (Supplementary Fig. S1). Positive and negative peak positions were 740
detected using the built-in “FindPeak” function in Igor Pro (box size for sliding average: 741
4-6), and all detections were visually confirmed (Supplementary Fig. S1, cross symbols). 742
Peak-to-peak displacement was calculated as the difference between adjacent positive and 743
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29
negative peaks of the displacemen t waveform (Supplementary Fig. S1, black double-744
headed arrows). All displacement amplitudes were normalized to that of the ‘reference’ 745
in each trial. Phase difference was defined as the delay relative to the adjacent ‘reference’ 746
peak. Specifically, the delay was initially calculated as the t ime difference between the 747
displacement peak (positive or n egative) of the ‘reference’ (Supplementary Fig. S1; red 748
vertical dotted lines) and the nearest subsequent peak of the s ame polarity in the 749
displacement waveform of each body part (Supplementary Fig. S1; black vertical dotted 750
lines). This delay (Supplementary Fig. S1; red arrows) was then converted to an angle 751
(degrees) based on the cycle time of the vibration frequency (with a full cycle time delay 752
corresponding to -360 degrees). For each mouse, averaged values of displacement and 753
phase difference were calculated from at least six successive c ycles of the displacement 754
waveform. At higher vibration frequencies, where displacement amplitudes were often 755
greatly reduced (i.e., strongly damped) and approached the detection limit, the waveforms 756
became nearly flat, making peak detection unreliable. This led to large variability in the 757
measured phase differences and compromised the accuracy of vibr ation-response 758
quantification. Such unreliable da ta were excluded from further analysis, resulting in 759
smaller sample sizes at higher frequencies. All data are presented as mean ± SEM (awake 760
mice, n = 2-10; anesthetized mice, n = 4-10). Due to technical limitations of the vibrator 761
at low frequencies, vibrations at around 3 Hz could not be precisely controlled. Although 762
the vibrator was set to generate vibrations with 1-mm amplitude at 3 Hz, the actual 763
‘reference’ displacement was reduced slightly (Supplementary Fig. S6). 764
To examine the frequency-dependent progressive increment of phase difference 765
and the interrelationship between left and right body parts, we utilized the single-sweep 766
frequency-modulated lateral WB vi bration stimulus (see Methods above). Symmetrical 767
left and right posterior body parts were designated as measurement points, and body part 768
movements were recorded from the rear view (Supplementary Fig. S8A). Measurements 769
of stimulus frequencies, displace ments and phase delays were de scribed in 770
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30
Supplementary Figure S7 and perfo rmed using a custom script of MATLAB (version 771
9.9.0, R2020b; The MathWorks Inc., Natick, MA, USA) written by M. Suzuki. The results 772
obtained with the frequency-modulated stimulus were largely com parable to those 773
obtained with the fixed frequenc y stimulus (Supplementary Fig. S8), indicating that the 774
modulation rate was sufficiently slow to allow steady-state responses of the body parts. 775
776
Model fitting 777
To describe the dynamic response of the mouse body, a simple single-degree-of-freedom 778
(SDOF) vibration model with lumped parameters was employed. This model consists of 779
a single moving mass supported by a spring and damper, excited by base displacement 780
(Supplementary Fig. S4) 3,4. For model fitting, we focused on the displacement response 781
of the ‘middle’ body part in aw ake mice under vertical vibratio n, as a simple and 782
reasonable approximation of the whole-body dynamics. The ‘middl e’ body part was 783
considered to approximate the center of the total body mass ( m, in kg). The mass 784
parameter m was fixed at 0.022 kg (22.0 g), corresponding to the typical b ody weight of 785
an adult mouse. In the passive control model of base excitation (i.e., vibration applied at 786
the base), both the spring coefficient ( k, in N/m) and damping coefficient ( c, in N·s/m) 787
were assumed to be constant. According to the model, the relative amplitude of the mass 788
displacement with respect to the base (input) displacement (i.e., transmissibility) is given 789
as a function of the stimulus frequency (f, in Hz) as follows: 790
Relative amplitude ൌ ඩ
ଵାቀଶ∙𝒇
ቁ
మ
൜ଵିቀ𝒇
ቁ
మ
ൠ
మ
ାቀଶ∙𝒇
ቁ
మ [ 1 ] 791
where fn is the natural frequency, and Z is the damping ratio, defined as: 792
𝑓 ൌ
ଵ
ଶగට𝒌
𝒎 ,𝑍 ൌ
𝒄
ଶ√𝒎𝒌. [ 2 ] 793
Model fitting was performed to the experimental data using this equation, treating k and 794
c as free parameters (Supplementa ry Fig. S4A). In the second mod el, an active control 795
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31
approach incorporating a dynamically controllable damper was em ployed. Specifically, 796
we adopted an ideal skyhook damping control system (Supplementary Fig. S4B) in which 797
the damping force is regulated via feedback based on the absolute velocity of the mass 34. 798
This “skyhook” scheme was chosen for its simplicity in mathematical formulation. In this 799
model, the damping coefficient csky serves as a feedback gain proportional to the absolute 800
velocity. In this model, the relative amplitude is expressed as: 801
Relative amplitude ൌ
ଵ
ඨ൜ଵିቀ𝒇
ቁ
మ
ൠ
మ
ାቀଶ∙ೞೖ
𝒇
ቁ
మ
. [ 3 ] 802
Here, Zsky is defined in the same way as Z, except that the damping coefficient, c i s 803
replaced with csky. The model was fitted to th e experimental data using k and csky as free 804
parameters (Supplementary Fig. S4B). Model fitting was limited to data from awake mice, 805
as data from anesthetized mice exhibited complex responses suggestive of a multi-degree-806
of-freedom system at higher fre quencies (Supplementary Fig. S3) , which made them 807
unsuitable for the simplified models described above. In additi on, model fitting was not 808
performed to data from lateral or longitudinal WB vibrations, because these conditions 809
were also complex, indicative of a multi-degree-of-freedom syst em, and likely violated 810
the assumption of a simple SDOF system. 811
812
Preference (avoidance) test for vibration 813
All animals were habituated to experimenters by daily handling for 5 days prior to 814
behavioral testing. During handling, each mouse was placed on t he gloved palm of the 815
experimenters for 10 minutes per day. 816
To examine vibration preference ( o r a v o i d a n c e ) i n m i c e , a t w o - chambered 817
shuttle-box behavioral paradigm was employed (Fig. 4A). The apparatus consisted of two 818
open-ended acrylic rectangular cha mbers of identical size (130 mm [length] × 45 mm 819
[width] × 45 mm [height]). The top panels were transparent to a llow overhead video 820
recording of the mouse, while the remaining panels were opaque grey to reduce exposure 821
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32
to external visual stimuli. The c hambers were arranged such tha t their open ends faced 822
each other, separated by a 2-mm gap, allowing the mouse to shuttle freely between them. 823
One chamber was affixed to the vibrating table (vibrator area), while the other 824
was placed on an immobile platform of identical height (static area). A sheet-type white 825
bedding (Pulmas3000, Scitex, Kawasaki, Japan) was taped to the floors of both chambers 826
to absorb urine and feces, and to enhance color-based detection of the mouse body (black-827
colored) during image analysis. Illumination intensity ranged from 245 to 432 lux, and 828
the brightness levels in both chambers was adjusted to the simi lar level so that the 829
difference between them was less than 10 lux. All tests were co nducted in a quiet room 830
between 9 a.m. and 12 p.m. For each mouse, test sessions were s eparated by at least one 831
day. 832
Before testing, mice were transported to the testing room and acclimated for 20 833
minutes in a plastic cage (260 mm [length] × 155 mm [width] × 125 mm [height]) housing 834
three mice per cage. Following acclimation, each mouse was plac ed in the vibration 835
chamber (Fig. 4A; vibrator area), where it voluntarily entered without signs of distress. 836
The opening between the two chambers was closed with a removabl e guillotine-style 837
partition, and the vibration stimulus was applied for 1 minute to allow sufficient exposure 838
for preference formation. Subseque ntly, the partition was remov ed, and the mouse was 839
allowed to move freely between the two chambers for 30 minutes. Each mouse was tested 840
once per day with an interval of at least one day between trial s. On the first day, a 841
habituation trial was conducted without vibration to allow mice to become familiar with 842
the shuttle-box environment. From day 2 onward, mice were exposed to vibration stimuli 843
presented in randomized order. The vibration conditions include d a fixed peak-to-peak 844
displacement amplitude of 1 mm at different frequencies (6, 12, 16, 32, and 40 Hz), as 845
well as a no-vibration control, a nd were tested separately in t hree different directions 846
(vertical, longitudinal [fore–aft], and lateral). Among these conditions, peak acceleration 847
varied depending on frequency. Un like active avoidance tests wi th electrical footshock 848
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33
(fear conditioning), in which the chamber is associated with th e aversive stimulus, our 849
test protocol produced no carryover effect (i.e., the avoidance result in a previous trial did 850
not affect behavior in the following trial). In a separate experiment using vertical vibration, 851
the peak-to-peak acceleration was fixed at 5.0532 m/s², and the displacement amplitude 852
was varied across different frequencies (5.1, 6, 16, and 32 Hz) with corresponding 853
amplitudes of 9.84, 7.11, 1.00, and 0.25 mm, respectively (Fig. 4D). Between trials, the 854
chambers were cleaned using 70% ethanol and immersed in a dilut ed chlorine bleach 855
solution for at least 30 minutes to eliminate residual olfactory cues. 856
Mouse behavior was recorded at 29.97 fps (640 × 480 pixels; VGA resolution) 857
using a digital camera (EX-ZR1000, CASIO, Tokyo, Japan) placed above the chambers 858
(Fig. 4A). For image analysis, the video frame rate was downsampled to ~5 fps (one frame 859
every 200 ms), and the analysis area was limited to the two cha mbers. A custom Python 860
(version 3.8) program written by NH was used to analyze mouse p osition. The mouse 861
body was detected as a binarized object (i.e., a chunk of pixels) using HSV color detection 862
(with black representing the mouse body), followed by morphological filtering (opening 863
and closing operations using a 4×4 kernel) implemented with Ope nCV (version 4.10). 864
The mouse position was defined as the centroid of the detected object in each frame (Fig. 865
4A, asterisks), and detection ac curacy was confirmed by visual inspection. The 866
percentage of time spent in the vibrator area was calculated us ing frame interval and the 867
number of frames in which the centroid position was located in either “vibrator area” or 868
“static area”. Mouse positional probabilities in the two chambe rs during the preference 869
test were visualized as heatmaps of bivariate kernel density estimation (KDE) plots using 870
a Python data visualization library, Seaborn (version 0.10.1). 871
872
Statistical analysis and use of a Large Language Model 873
Statistical significance was assessed with the Mann-Whitney U-t est for 874
comparisons between awake and anesthetized mice (Figs. 1-3 and Supplementary Fig. 875
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34
S2; Holm-Sidak correction) and Dunn’s multiple comparison test for evaluating vibration 876
preference relative to each cor responding control (Fig. 4), usi ng GraphPad Prism 10 877
software (GraphPad, La Jolla, CA). Differences were considered statistically significant 878
at P < 0.05. Pooled data are presented as mean ± SEM. ChatGPT (OpenAI, USA) was 879
used to assist with grammatical editing and language refinement after the manuscript was 880
drafted. 881
882
883
Acknowledgements
884
We thank Yumi Fukuzaki for assistance with preliminary experim ents and 885
Sakura Shimakata for help with behavioral experiments. We are also grateful to Mamoru 886
Sawada for invaluable comments and discussions. 887
888
889
Author contributions 890
N.H. conceived the project, and M. Suzuki and N.H. designed and performed the 891
experiments. M. Suzuki and N.H. a nalyzed and interpreted the da ta with help from M. 892
Saito, T.U., H.I., K.S., and H.H. M. Suzuki and N.H. drafted th e manuscript, and N.H. 893
completed the paper with inputs from all the authors. 894
895
896
Competing interests 897
This study was supported by S UBARU CORPORATION. 898
899
900
Materials
& Correspondence 901
Correspondence and requests for materials should be addressed to Hirokazu 902
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35
Hirai or Nobutake Hosoi. 903
904
905
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36
Tables 906
907
Table 1. Rough estimation of stiffness (spring constants), calculated based on a 908
single-degree-of-freedom system excited by vertical vibration, using fixed body part 909
weights and their corresponding resonance frequencies in anesth etized and awake 910
mice. 911
Rough estimation of stiffness, k (N/m) middle head
Anesthetized 347.4 44.6
Awake 146.8 16.1
Stiffness k (i.e., the spring constant) was estimated using the equation: k = m • (2π•fn)2, 912
where m is the mass, and fn is the natural frequency of each body part in response to 913
vertical vibration. The measured resonance frequency (Fig. 1C1) was assumed to roughly 914
approximate the natural frequency (fn) of the system. However, this assumption may lead 915
to an underestimation of k, as resonance frequencies in damped systems are typically 916
slightly lower than their corresponding natural frequencies. Th e body part ‘middle’ was 917
approximated as the center of mass, and its mass m was fixed at 22.0 g (0.022 kg), 918
representing the typical body weight of an adult mouse. The mass of the ‘head’ was fixed 919
at 2.8 g (0.0028 kg), based on the mean ratio of head weight to total body weight in mice 920
(0.128 ± 0.005, n = 5) and the body weight value described above. 921
922
923
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37
924
Table 2. Frequency- and vibration axis-dependent displacement of the ‘middle’ and 925
‘head’ body parts in awake mice in response to 1-mm vibrations. 926
Displacement at ‘middle’ Displacement at ‘head’
Vibration frequency (Hz) Vibration frequency (Hz)
Vibratory excitation
direction 6 12 16 32 40 6 12 16 32 40
Vertical (up-down) – ↑↑ ↑↑ ↓↓ ↓↓ – ↑ ↓ ↓↓ ↓↓
Longitudinal (fore-aft) ↑ – ↓↓ ↓↓ ↓↓ ↑ – ↓ ↓↓ ↓↓
Lateral (left-right) ↑↑ ↑↑ – ↓↓ ↓↓ ↑↑ – ↓ ↓↓ ↓↓
Abbreviations ‘–‘, ‘↑’, ‘↑↑’, ‘↓’, and ‘↓↓’ indicate the relative magnitude of displacement 927
in response to vibration along its excitation axis. The ‘middle’ body part is approximated 928
as the center of mass of the mous e. Specifically, ‘–‘, ‘↑’, ‘↑↑ ’, ‘↓’, and ‘↓↓’ represent 929
displacements that are equal to, slightly greater than, much greater than, slightly smaller 930
than, and much smaller than (i.e., strongly damped) the stimulu s amplitude (1 mm), 931
respectively. 932
933
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38
Figures 934
935
Figure 1. Differential movements of mouse body parts in respons e to vertical WB 936
vibrations in awake and anesthetized mice. 937
(A) Illustration of the experimental setup and the body part lo cations (tracking points) 938
used to measure displacements during vertical WB vibration (sin usoidal waveform, 1-939
mm peak-to-peak amplitude at vari able frequencies). Color-coded symbols indicate the 940
corresponding mouse body parts analyzed in the other panels (B, D and E). A mouse was 941
placed in a small transparent rectangular acrylic chamber (‘mou se box’) affixed to a 942
vibrator. Body movements were r ecorded from the side with a dig ital camera at 1080p 943
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39
(Full HD) resolution and 240 fps during vibration exposure (see Supplementary Video 1). 944
(B) Relative displacement amplit udes of each body part, as depi cted in (A), during 945
vertical WB vibration. Measured displacement at each body part was normalized to that 946
of the reference (mouse box), a nd the resulting relative amplit udes were averaged in 947
awake (left) and anesthetized (right) mice (see Methods). 948
(C1 and C 2) Resonance frequency (C 1; defined as the frequency at which the relative 949
displacement amplitude was maximum in the averaged frequency re sponse profiles 950
shown in (B)), and corresponding maximum relative displacement amplitudes (C2) of 951
each body part in awake (filled symbols; n = 6-9) and anesthetized (open symbols; n = 4-952
10) mice (Mann-Whitney tests between awake and anesthetized mic e, **P < 0.01, *P 953
<0.05; see also Supplementary Fig. S2). Resonance frequencies w ere lower in all body 954
parts of awake mice compared to anesthetized mice. Notably, the m a x i m u m r e l a t i v e 955
displacement amplitudes of anterior body parts (head, shoulder, and middle) were reduced 956
in awake mice, whereas those of posterior parts (lower back, ta il base, and heel) were 957
comparable between the two groups. 958
(D) Mean phase difference of p eriodic displacement in each body part relative to the 959
Reference
point in awake (left) and anesthetized (right) mice. Phase difference was first 960
measured as the time lag between t he displacement peak of the r eference and the 961
temporally adjacent displacement peak of each body part. This t ime lag was then 962
converted to a phase angle (in degrees), with negative values i ndicating a phase delay, 963
based on the cycle duration of the vibration frequency (see Methods). 964
(E) Mean relative displacement amplitudes of each body part mea sured along the 965
longitudinal (fore-aft) axis, which is orthogonal to the vertical vibration axis (i.e., 966
stimulus axis), in awake mice. Displacements along the fore-aft axis were normalized to 967
the vertical displacement amplitude of the reference point (i.e., stimulus input amplitude). 968
Error bars represent the standard error of the mean (SEM) in this and subsequent figures. 969
In (B), (C2), and (E), horizontal broken lines indicate the reference amplitude level (equal 970
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40
to the vibration stimulus). In (D), broken lines at -90 and -180 degrees indicate a quarter-971
cycle and a half-cycle phase delay, respectively. 972
973
974
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41
975
Figure 2. Minor difference in the movements of mouse body parts in r esponse to 976
longitudinal (i.e., fore-aft) WB vibrations in awake and anesthetized mice. 977
(A) The experimental setup and measurement locations (tracking points) for mouse body 978
movements were similar to those of Figure 1, except that the vi brator was tilted 979
horizontally. The rear plane of the mouse box was attached to t he vibrator to apply 980
longitudinal WB vibration (sinusoidal, 1 mm peak-to-peak amplit ude with variable 981
frequency) to mice. 982
(B-E) Data are presented in the same way as in Figure 1. Notabl y, the reduction in 983
resonance frequency at the body parts of awake mice was minor, especially in the medial 984
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42
parts of the body (the ‘middle’ and ‘back’) and the ‘heel’ (C1). The difference in maximum 985
relative displacement between awake (n = 5-6) and anesthetized (n = 6-10) mice was also 986
minor across body parts, except fo r the ‘lower back’, and ‘tail b a s e ’ ( C2). During 987
longitudinal WB vibration in awake mice, pitching of the mouse body was observed, with 988
pronounced movements along the orthogonal vertical axis in the anterior and posterior 989
parts of the body (E). 990
991
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43
992
993
Figure 3. Large difference in the movements of mouse body parts in response to 994
lateral WB vibrations between awake and anesthetized mice. 995
(A) The experimental setup was si milar to that shown in Figure 1, except that the side 996
plane of the mouse box was affixed to the horizontally tilted v ibrator, allowing the 997
application of lateral WB vibration (sinusoidal, 1 mm peak-to-p eak amplitude with 998
variable frequency) to mice. Moreover, tracking points for mouse body movements were 999
placed along the midline of the body, and movements were recorded from above. 1000
(B-E) Data are presented in the same way as in Figure 1. As with vertical WB vibrations 1001
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44
(Fig. 1), resonance frequencies in most body parts were reduced in awake mice compared 1002
to anesthetized mice, except for the ‘tail base’ (C1). The difference in maximum relative 1003
displacement between awake and anesthetized mice was markedly l arger than that 1004
observed in the other axial WB vibrations (C 2; Mann-Whitney U-test, ** P < 0.01, 1005
comparison between awake [n = 6-7] and anesthetized [n = 6] groups). Movements of the 1006
body parts along the orthogonal longitudinal (i.e., fore-aft) a xis were negligible during 1007
lateral WB vibrations (E). 1008
1009
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45
1010
Figure 4. Mice selectively avoid vertical vibrations, but not l ongitudinal or lateral 1011
ones, depending on frequency and amplitude. 1012
(A) Two mouse chambers were placed with their open ends facing each other and 1013
separated by a 2-mm gap. One chamber was attached to the vibrator (upper panel, vibrator 1014
area), while the other was isola ted from vibration (upper panel , static area). Mouse 1015
positions were recorded with a digital video camera for 30 minu tes to assess approach-1016
avoidance behavior in response to various vibration conditions. The upper panel shows a 1017
cropped representative video frame, and the lower panel shows the estimated mouse 1018
position (indicated by a red asterisk), determined as the centroid of the mouse body (i.e. 1019
a chunk of white pixels) using a color-detection image processing method (see Methods). 1020
Broken lines indicate the boundaries between the static and the vibrator areas. 1021
(B) Heatmaps showing the mouse’s positional probability for 30 minutes in response to 1022
three-axis vibrations. Warmer c olors indicate higher probabilit y of presence at each 1023
location. Broken lines represent the boundaries between the static and the vibrator areas. 1024
White numbers indicate the percentage of time spent in the vibrator area. 1025
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46
(C) Mean percentages of time spent in the vibrator area over a 30-min test period, plotted 1026
against vibration frequency (1- mm peak-to-peak amplitude) for t hree vibration axes: 1027
vertical (n = 18-21 mice), longitudinal and lateral (n = 18 eac h). Control data were 1028
obtained under no-vibration cond itions (vertical, n = 21; longi tudinal and lateral, n = 9 1029
each). Dunn’s multiple comparison test, ** P < 0.0001, ‡P < 0.005 compared with the 1030
corresponding control for each vibration condition. Mice specif ically avoid vertical 1031
vibrations at frequencies above 30 Hz. 1032
(D) Mice also avoided vertical vibrations of larger amplitude at frequencies below 16 Hz, 1033
even under a constant peak acceleration of 5.0532 m/s2, equivalent to that generated by a 1034
vibration stimulus with a 1.00 mm peak-to-peak displacement at 16 Hz (n = 15 mice in 1035
each condition; Dunn’s multiple comparison test, **P < 0.0001, ‡P < 0.005 compared to 1036
16 Hz, 1.00 mm or 32 Hz, 0.25 mm). The dotted lines in (C) and (D) indicate chance level. 1037
1038
1039
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47
Supplementary Figures 1040
1041
1042
Supplementary Figure S1. Method for measuring peak-to-peak amplitude and time 1043
delay (phase difference) from tracked displacement of mouse body parts. 1044
Representative displacement waveforms of the ‘lower back’, ‘sho ulder’, and ‘reference 1045
(mouse box)’ during vertical WB vibration (sinusoidal, 15 Hz, 1 mm amplitude) in awake 1046
mice are shown to illustrate how amplitude and time delay (phas e difference) were 1047
measured from the displacement waveforms. Notably, compared to the ‘reference (mouse 1048
box)’, the displacement of the ‘lower back’ was larger (i.e., resonance), while that of the 1049
‘shoulder’ was slightly smaller un der this exper imental condition. For measurement, a 1050
stable period of the displacement waveforms was selected so that the waveforms 1051
contained at least six consecutive vibration cycles without pos tural change. Cross 1052
symbols indicate the detected positive and negative peak locati ons, which were used to 1053
measure peak-to-peak amplitude (double amplitude; black double- headed arrows) and 1054
time delay (red arrows) (see Methods). Within the stable period , multiple measurements 1055
of peak-to-peak amplitude were made, and multiple time delays w ere obtained based on 1056
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48
time points of the reference peaks (vertical red dotted lines) and the corresponding peaks 1057
of each part part (vertical black dotted lines). These values w ere averaged to represent 1058
individual data points. Averaged time delays were converted to angular values based on 1059
the cycle time of the vibration frequency for further analysis. 1060
1061
1062
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1063
Supplementary Figure S2. Resonance frequencies and maximum rela tive 1064
displacement amplitudes derived from individual mice. (A-C) In contrast to the group-1065
averaged profiles shown in Figs. 1-3, resonance frequencies and maximum relative 1066
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50
displacement amplitudes were obtained from individual frequency–amplitude profiles at 1067
each body part of individual mice. These values were then avera ged across animals, and 1068
the mean values were plotted against each body part (left panel , resonance frequency; 1069
right panel, maximum relative displacement amplitude). (A), (B) , and (C) correspond to 1070
vertical, longitudinal, and lateral WB vibrations, respectively. ***P < 0.005, **P < 0.01, 1071
and *P < 0.05 (multiple Mann-Whitney tests between awake and anesthetized mice). 1072
1073
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Supplementary Figure S3. Displacement time courses at various body parts in 1074
anesthetized mice during vertical WB vibration at 40 Hz. (A-C) Displacement along 1075
the vertical vibration axis at each body part (Fig. 1A) was monitored over time in 1076
anesthetized mice exposed to vertical WB vibration at 40 Hz (sinusoidal, 1-mm peak-to-1077
peak amplitude) using video tracking (see Methods). Panels (A), (B), and (C) show data 1078
from three different mice. The y-axis scale of the leftmost ‘reference’ graph corresponds 1079
to the scales used for the other body parts within each panel. In contrast to the 1080
‘reference’, the displacement waveforms in all body parts except for the ‘heel’, 1081
exhibited complex patterns with pronounced positive-negative asymmetry and large 1082
inter-individual variability, making it difficult to reliably measure displacement 1083
amplitude and phase difference (see Methods). In one typical pattern of the complex 1084
displacement waveform, a relatively small positive-going hump appeared during the 1085
downward phase of displacement, as seen at the ‘tail base’ and ‘shoulder’ in (A) and 1086
(B). In another typical pattern seen at the ‘tail base’, ‘lower back’, and ‘middle’ in (C), 1087
two positive peaks appeared to merge, resulting in a broader and larger displacement 1088
waveform with a doubled apparent cycle time (~50 ms) compared to the 25-ms cycle 1089
time of the ‘reference’ trace. 1090
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52
1091
1092
Supplementary Figure S4. An active control model (skyhook dampe r control) fits 1093
the displacement of the mouse body part ‘middle’ in response to vertical vibration 1094
better than a passive control model. (A) and (B) show the two vibration control models, 1095
passive control and active control (upper panels), and their co rresponding model-based 1096
fits to the same experimental data (lower panels), respectively . The measured 1097
displacement of the ‘middle’ body part in response to vertical whole-body vibration (Fig. 1098
1) was normalized to the reference amplitude at each frequency (i.e., amplitude of the 1099
basal vibration stimulus) and us ed for model fitting (green fil led circles), because the 1100
‘middle’ is approximated as the center of the total lumped mouse body mass. Both models 1101
are based on a single-degree-of-freedom vibration system consis ting of a lumped mass 1102
(m) connected in parallel to a spring (stiffness, k) and a damper (damping coefficient, c). 1103
In the upper panels, x(t) represents the displacement of the mass at time t, and red double-1104
headed arrows indicate the basal vertical vibration input. The mass was fixed at 22.0 g 1105
(0.022 kg, corresponding to the typical body weight of an adult mouse), while k and c (or 1106
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53
csky) were treated as free parameters for model fitting (see Methods). In the active control 1107
model (B), the damper was assumed to be feedback-controlled (i. e., a controllable 1108
damping coefficient, ccontrollable) and a simple skyhook control scheme was adopted (B, 1109
upper panel). In this model, the controlled damping coefficient, csky is regulated based on 1110
the absolute velocity of the mas s. The passive control model yi elded estimates of c = 1111
2.071 and k = 144.71 (A, lower panel, black line), while the skyhook contr ol model 1112
provided improved fitting with csky = 1.938 and k = 239.78 (B, lower panel, blue line). 1113
1114
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54
1115
Supplementary Figure S5. Illustrations of paw positioning in an esthetized mice to 1116
approximate a hunched posture. (A) Layout of four double-sided adhesive strips 1117
(orange rectangles; centers indic ated by filled circles) used t o affix all paws of the 1118
anesthetized mouse. This setup enabled the limbs to be folded u nder the body and kept 1119
the mouse fixed to the vibrating floor. (B and C) Illustrations including rulers with 1-mm 1120
scales and examples of mice affi xed to the vibrating floor. In the vertical vibration 1121
condition (B), a yellow object with a black-marked dot at its b ase was taped to the floor 1122
as a reference marker for stimulation. In the lateral vibration condition (C), black-marked 1123
dots on the floor near the ‘face’ and ‘tail base’ were used as reference points for vibration. 1124
1125
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55
1126
Supplementary Figure S6. Displacement amplitudes at the reference points in 1127
various vibration conditions with different frequencies. The vibrator was configured 1128
to generate vibration stimuli with a peak-to-peak amplitude of 1 mm. To verify the 1129
accuracy of the generated vibrat ion stimuli, actual displacemen t amplitudes were 1130
measured at reference points marked on the frame of the mouse c hamber (see Figs. 1A–1131
3A), on yellow reference objects affixed to the vibration platf orm (Supplementary Fig. 1132
S5B), or directly on the vibratio n platform itself (Supplementa ry Fig. S5C). At 1133
frequencies above 5 Hz, the measured amplitudes closely reached the intended 1-mm 1134
level (indicated by the dashed line), suggesting that the vibra tion stimuli were well 1135
controlled well in this range, regardless of vibration axis. In contrast, at lower frequencies 1136
(3–5 Hz), the displacement amplitudes fell below 1 mm due to te chnical limitations of 1137
the vibrator system. 1138
1139
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56
1140
Supplementary Figure S7. Method for measuring peak-to-peak disp lacement 1141
amplitude and phase delay of posterior body parts using a slowly frequency-1142
modulated single-sweep lateral (l eft-right) vibration stimulus i n a w a k e m i c e . (A) 1143
Schematic illustration of two ideal displacement waveforms (reference and body part) in 1144
response to a frequency-modulated lateral vibration. For illustrative clarity, the frequency 1145
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57
modulation is shown at a 14 times faster rate than the actual rate used in the experiments. 1146
Positive and negative peaks (cross symbols) were detected from all the waveforms. Time 1147
windows between two neighboring peaks with the same polarity we re defined as 1148
negative-peak windows (light blu e band) and positive-peak windo ws (cream band). For 1149
each time window, the vibration frequency was calculated from the reference trace as the 1150
inverse of the interval between successive peaks of the same po larity (Tₙ and Tₚ). Peak-1151
to-peak displacement amplitudes of each trace were measured wit hin each window, 1152
averaged, and associated with the corresponding frequency (left panel). For phase delay 1153
analysis (right panel), the time difference between the peak in the reference and the one 1154
in body-part trace (red arrowheads) was measured, converted to angular phase delay, and 1155
assigned to the measured frequency in each time window. Data we re grouped into 0.25 1156
Hz bins, and the mean was calculated for each bin. (B) Five representative displacement 1157
traces are shown: one reference trace (measured along the lateral axis) used to determine 1158
vibration frequency, and four body part traces (left/right ‘upp er hip’ and ‘back thigh’) 1159
measured along the vertical axis. Phase delay between left and right body parts was 1160
determined by measuring the time difference between correspondi ng peaks (the same 1161
polarity) of left and right traces in each time window (red and magenta arrows in cream 1162
and light blue bands, respectively), assigning the result to the calculated frequency. Data 1163
were binned and averaged as described in (A). 1164
1165
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58
1166
Supplementary Figure S8. Frequenc y-modulated vibration stimulus reveals 1167
progressive development of phase differences exceeding -180° an d antiphase 1168
movements between left and right body parts during lateral WB vibration in awake 1169
mice. 1170
(A) The experimental setup was similar to that in Figure 3, except that the movements of 1171
posterior body parts were recorded from behind during a frequency-modulated lateral WB 1172
vibration. A single-sweep frequency-modulated lateral vibration stimulus (10–30 Hz at 1173
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59
0.5 Hz/s, peak-to-peak displacement amplitude of 1 mm) was used to continuously assess 1174
frequency-dependent changes in phase difference. Symmetrical left and right body parts 1175
were labelled as measurement points to examine interlimb moveme nt relationships. 1176
Color-coded symbols and lines correspond to specific left or ri ght body parts and the 1177
associated analysis results in the other panels (B-E). 1178
(B-E) Solid and dotted lines indicate data obtained from the fr equency-modulated 1179
vibration stimulus (see Supplemen tary Figure S7), and discrete symbols represent data 1180
from frequency-fixed lateral vibration stimuli (see Supplementa ry Figure S1). The 1181
consistency between the two data sets supports the validity of the frequency-modulated 1182
stimulus analysis. Data are presented in the same way as in Fig ure 3, except that 1183
displacement amplitudes were not normalized to the ‘reference’ displacement. (C) Phase 1184
differences along the lateral vibration axis gradu ally increased with stimulus frequency 1185
in upper body parts (‘top’ and ‘upper hip’), eventually exceeding -270°, whereas in lower 1186
body parts (‘back thigh’ and ‘heel’), phase differences remaine d below -180°. (D) 1187
Displacement along the vertical axis (orthogonal to the lateral stimulus axis) was 1188
substantial, indicating a multip le-degree-of-freedom response system. (E) Phase 1189
difference analysis along the vertical axis between left and ri ght posterior body parts 1190
revealed a constant antiphase relationship (approximately -180° ) across vibration 1191
frequencies, suggesting that these left and right body parts move in a rotational, seesaw-1192
like manner during lateral WB vibration. 1193
1194
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60
1195
Supplementary Video 1. Mouse body movements in response to vert ical WB 1196
vibration in awake mice. 1197
Vibration parameters: sinusoidal displacement, 1-mm peak-to-peak amplitude at 16 Hz. 1198
Playback speed is ~10 times slower than real time. Colored lines represent the movement 1199
trajectories of different body parts. 1200
1201
Supplementary Video 2. Mouse body movements in response to long itudinal (fore-1202
aft) WB vibration in awake mice. 1203
Vibration parameters: sinusoidal displacement, 1-mm peak-to-peak amplitude at 14 Hz. 1204
Playback speed is ~10 times slower than real time. Colored lines represent the movement 1205
trajectories of different body parts. 1206
1207
1208
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