Ultrasonic characterization of the upper trapezius muscle in patients with chronic neck pain

Diego Turo, Paul Otto, Jay P Shah, Juliana Heimur, Tadesse Gebreab, Maryam Zaazhoa, Katherine Armstrong, Lynn H Gerber, Siddhartha Sikdar, Diego Turo, Paul Otto, Jay P Shah, Juliana Heimur, Tadesse Gebreab, Maryam Zaazhoa, Katherine Armstrong, Lynn H Gerber, Siddhartha Sikdar

Abstract

Myofascial trigger points (MTrPs) are palpable, tender nodules in taut bands of skeletal muscle that are painful on compression. MTrPs are characteristic findings in myofascial pain syndrome (MPS). The role of MTrPs in the pathophysiology of MPS is unknown. Localization, diagnosis, and clinical outcome measures of painful MTrPs can be improved by objectively characterizing and quantitatively measuring their properties. The goal of this study was to evaluate whether ultrasound imaging and elastography can differentiate symptomatic (active) MTrPs from normal muscle. Patients with chronic (>3 months) neck pain with spontaneously painful, palpable (i.e., active) MTrPs and healthy volunteers without spontaneous pain (having palpably normal muscle tissue) were recruited for this study. The upper trapezius muscles in all subjects were imaged, and the echotexture was analyzed using entropy filtering of B-mode images. Vibration elastography was performed by vibrating the muscle externally at 100 Hz. Color Doppler variance imaging was used to quantify the regions of color deficit exhibiting low vibration amplitude. The imaging measures were compared against the clinical findings of a standardized physical exam. We found that sites with active MTrPs (n = 14) have significantly lower entropy (p < 0.05) and significantly larger nonvibrating regions (p < 0.05) during vibration elastography compared with normal, uninvolved muscle (n = 15). A combination of both entropy analysis and vibration elastography yielded 69% sensitivity and 81% specificity in discriminating active MTrPs from normal muscle. These results suggest that active MTrPs have more homogeneous texture and heterogeneous stiffness when compared with normal, unaffected muscle. Our methods enabled us to improve the imaging contrast between suspected MTrPs and surrounding muscle. Our results indicate that in subjects with chronic neck pain and active MTrPs, the abnormalities are not confined to discrete isolated nodules but instead affect the milieu of the muscle surrounding palpable MTrPs. With further refinement, ultrasound imaging can be a promising objective method for characterizing soft tissue abnormalities associated with active MTrPs and elucidating the role of MTrPs in the pathophysiology of MPS.

Conflict of interest statement

Declaration of Conflicting Interests

The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Figures

Figure 1
Figure 1
Localization of MTrPs using vibration elastography. (a) An external massager generates shear waves that propagate through the muscle. (b) Hypoechoic areas (MTrPs) in B-mode image are observed to be vibrating less than the surrounding muscle in color variance image. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 2
Figure 2
Upper trapezius sites and a representative B-mode image of it. Top image shows the approximate location of four sites of the upper trapezius investigated in this study. Bottom left is a representative B-mode image of an upper trapezius site. The legend, at the bottom right, helps identify the fascia (blue lines) and the upper trapezius (yellow). Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 3
Figure 3
Entropy filtering. (a) B-mode image and (b) its entropy image.
Figure 4
Figure 4
Region of interest (ROI). B-mode image is of an “active” subject. Yellow mask highlights the ROI, red regions have entropy

Figure 5

ROC curves. (a) ROC curves…

Figure 5

ROC curves. (a) ROC curves evaluated for entropy levels equal to 3 (red…

Figure 5
ROC curves. (a) ROC curves evaluated for entropy levels equal to 3 (red line), 4 (blue line) and 5 (black line). AUC is for all cases equal to 0.68. (b) ROC curve evaluated for MTrPs area measured using color Doppler imaging. AUC of color Doppler area is 0.77. ROC = receiver operating characteristic; AUC = area under the curve; MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 6

Mean entropy evaluated in whole…

Figure 6

Mean entropy evaluated in whole ROI (blue bars), muscle belly (red bars), and…

Figure 6
Mean entropy evaluated in whole ROI (blue bars), muscle belly (red bars), and fascial border (green bars). Bars are median, and error bars are first and third quartiles. Groups significantly different from “normal” (p < 0.05) are marked with asterisks. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 7

Mean area of regions with…

Figure 7

Mean area of regions with entropy p < 0.05) are marked with asterisks.…

Figure 7
Mean area of regions with entropy p < 0.05) are marked with asterisks. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 8

B-mode, entropy mask, and sonoelasticity…

Figure 8

B-mode, entropy mask, and sonoelasticity matched images. From top to bottom: first row…

Figure 8
B-mode, entropy mask, and sonoelasticity matched images. From top to bottom: first row are B-mode images, second row are entropy masks where in red are regions with entropy

Figure 9

Nonvibrating region size measurements from…

Figure 9

Nonvibrating region size measurements from color Doppler images. Blue bars are means, error…

Figure 9
Nonvibrating region size measurements from color Doppler images. Blue bars are means, error bars are standard deviations, asterisks are groups statistically different (p < 0.05) than “normal.” Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 10

Linear discriminant analysis. (a) Mean…

Figure 10

Linear discriminant analysis. (a) Mean entropy versus color Doppler area has sensitivity equal…

Figure 10
Linear discriminant analysis. (a) Mean entropy versus color Doppler area has sensitivity equal to 0.74 and specificity equal to 0.81. (b) Mean entropy versus mean area with entropy

Figure 11

3D scatter plot of mean…

Figure 11

3D scatter plot of mean entropy, color Doppler area, and mean area with…

Figure 11
3D scatter plot of mean entropy, color Doppler area, and mean area with entropy

Figure 12

Mean entropy versus subject age.…

Figure 12

Mean entropy versus subject age. Absence of separation between “normal” and “active” shows…

Figure 12
Mean entropy versus subject age. Absence of separation between “normal” and “active” shows that statistical difference observed in this preliminary study between those groups is not explained by age. This test was performed using the whole ROI. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 13

3D rendering of a MTrP.…

Figure 13

3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of…

Figure 13
3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of the upper trapezius acquired using a mechanically-scanned linear probe. (b) 3D volume rendering of the entropy-filtered stack of images in (a) showing the 3D structure of the regions with low entropy. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
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Figure 5
Figure 5
ROC curves. (a) ROC curves evaluated for entropy levels equal to 3 (red line), 4 (blue line) and 5 (black line). AUC is for all cases equal to 0.68. (b) ROC curve evaluated for MTrPs area measured using color Doppler imaging. AUC of color Doppler area is 0.77. ROC = receiver operating characteristic; AUC = area under the curve; MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 6
Figure 6
Mean entropy evaluated in whole ROI (blue bars), muscle belly (red bars), and fascial border (green bars). Bars are median, and error bars are first and third quartiles. Groups significantly different from “normal” (p < 0.05) are marked with asterisks. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 7
Figure 7
Mean area of regions with entropy p < 0.05) are marked with asterisks. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 8
Figure 8
B-mode, entropy mask, and sonoelasticity matched images. From top to bottom: first row are B-mode images, second row are entropy masks where in red are regions with entropy

Figure 9

Nonvibrating region size measurements from…

Figure 9

Nonvibrating region size measurements from color Doppler images. Blue bars are means, error…

Figure 9
Nonvibrating region size measurements from color Doppler images. Blue bars are means, error bars are standard deviations, asterisks are groups statistically different (p < 0.05) than “normal.” Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 10

Linear discriminant analysis. (a) Mean…

Figure 10

Linear discriminant analysis. (a) Mean entropy versus color Doppler area has sensitivity equal…

Figure 10
Linear discriminant analysis. (a) Mean entropy versus color Doppler area has sensitivity equal to 0.74 and specificity equal to 0.81. (b) Mean entropy versus mean area with entropy

Figure 11

3D scatter plot of mean…

Figure 11

3D scatter plot of mean entropy, color Doppler area, and mean area with…

Figure 11
3D scatter plot of mean entropy, color Doppler area, and mean area with entropy

Figure 12

Mean entropy versus subject age.…

Figure 12

Mean entropy versus subject age. Absence of separation between “normal” and “active” shows…

Figure 12
Mean entropy versus subject age. Absence of separation between “normal” and “active” shows that statistical difference observed in this preliminary study between those groups is not explained by age. This test was performed using the whole ROI. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 13

3D rendering of a MTrP.…

Figure 13

3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of…

Figure 13
3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of the upper trapezius acquired using a mechanically-scanned linear probe. (b) 3D volume rendering of the entropy-filtered stack of images in (a) showing the 3D structure of the regions with low entropy. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
All figures (13)
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[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM

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MeSH PMC Bookshelf Disclaimer

The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). Unauthorized use of these marks is strictly prohibited.

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Figure 9
Figure 9
Nonvibrating region size measurements from color Doppler images. Blue bars are means, error bars are standard deviations, asterisks are groups statistically different (p < 0.05) than “normal.” Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 10
Figure 10
Linear discriminant analysis. (a) Mean entropy versus color Doppler area has sensitivity equal to 0.74 and specificity equal to 0.81. (b) Mean entropy versus mean area with entropy

Figure 11

3D scatter plot of mean…

Figure 11

3D scatter plot of mean entropy, color Doppler area, and mean area with…

Figure 11
3D scatter plot of mean entropy, color Doppler area, and mean area with entropy

Figure 12

Mean entropy versus subject age.…

Figure 12

Mean entropy versus subject age. Absence of separation between “normal” and “active” shows…

Figure 12
Mean entropy versus subject age. Absence of separation between “normal” and “active” shows that statistical difference observed in this preliminary study between those groups is not explained by age. This test was performed using the whole ROI. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 13

3D rendering of a MTrP.…

Figure 13

3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of…

Figure 13
3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of the upper trapezius acquired using a mechanically-scanned linear probe. (b) 3D volume rendering of the entropy-filtered stack of images in (a) showing the 3D structure of the regions with low entropy. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
All figures (13)
Similar articles
Cited by
Publication types
MeSH terms
Related information
Full text links [x]
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM
Figure 11
Figure 11
3D scatter plot of mean entropy, color Doppler area, and mean area with entropy

Figure 12

Mean entropy versus subject age.…

Figure 12

Mean entropy versus subject age. Absence of separation between “normal” and “active” shows…

Figure 12
Mean entropy versus subject age. Absence of separation between “normal” and “active” shows that statistical difference observed in this preliminary study between those groups is not explained by age. This test was performed using the whole ROI. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com

Figure 13

3D rendering of a MTrP.…

Figure 13

3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of…

Figure 13
3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of the upper trapezius acquired using a mechanically-scanned linear probe. (b) 3D volume rendering of the entropy-filtered stack of images in (a) showing the 3D structure of the regions with low entropy. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com
All figures (13)
Figure 12
Figure 12
Mean entropy versus subject age. Absence of separation between “normal” and “active” shows that statistical difference observed in this preliminary study between those groups is not explained by age. This test was performed using the whole ROI. ROI = region of interest. Note: Figure is available in full color in the online version at uix.sagepub.com
Figure 13
Figure 13
3D rendering of a MTrP. (a) Multiplanar view of a 3D volume of the upper trapezius acquired using a mechanically-scanned linear probe. (b) 3D volume rendering of the entropy-filtered stack of images in (a) showing the 3D structure of the regions with low entropy. MTrPs = myofascial trigger points. Note: Figure is available in full color in the online version at uix.sagepub.com

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