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Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle
SIMPLE SUMMARY: The hamstring muscle group is the most frequently injured muscle group in non-contact muscle injuries involving high-speed running sports. The biceps femoris (BF) muscle has the highest injury incidence. Clinical assessments and magnetic resonance imaging (MRI) are routinely used to...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9138955/ https://www.ncbi.nlm.nih.gov/pubmed/35625474 http://dx.doi.org/10.3390/biology11050746 |
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author | Đorđević, Srđan Rozman, Sergej Zupet, Petra Dopsaj, Milivoj Maffulli, Nicola |
author_facet | Đorđević, Srđan Rozman, Sergej Zupet, Petra Dopsaj, Milivoj Maffulli, Nicola |
author_sort | Đorđević, Srđan |
collection | PubMed |
description | SIMPLE SUMMARY: The hamstring muscle group is the most frequently injured muscle group in non-contact muscle injuries involving high-speed running sports. The biceps femoris (BF) muscle has the highest injury incidence. Clinical assessments and magnetic resonance imaging (MRI) are routinely used to diagnose a given injury. We tested the possibilities of a new technology—tensiomyography—as a potential screening test (diagnostic and classification purposes) to assess the functional differences between injured and non-injured BF muscles. The results show that tensiomyography has a high predictive ability to discriminate between injured and non-injured BF non-invasively and functionally and that it can be reliably used as a complementary screening test in the diagnosis of BF injuries. ABSTRACT: The hamstring muscle group is the most frequently injured muscle group in non-contact muscle injuries in sports involving high-speed running. A total of 84% of hamstring injuries affect the biceps femoris (BF) muscle. Clinical assessments and magnetic resonance imaging (MRI) are routinely used for diagnosis and plan management. MRI-negative scans for clinically diagnosed hamstring injuries range from 14% to 45%. We tested the hypothesis that the functional differences between injured and non-injured BF assessed by tensiomyography can be used for diagnostic and classification purposes. We compared an injured group of 53 international-level soccer players and sprinters with 53 non-injured international-level soccer players and sprinters of both sexes. Comparing the injured vs. non-injured athletes and the left vs. right side in all of the athletes, we used the percentage of absolute differences in the BF contraction time (Tc) to classify non-injured and injured BF muscles. The receiver operating characteristic (ROC) curve and the area under the curve (AUC) and the precision–recall curve (PRC) were used to measure the classification accuracy and to identify cut-off limits using the Tc differences. There was a very high ROC AUC value of 0.981 (SE = 0.009, p < 0.000), with 98.11% of the injured muscles being correctly classified (cut-off point 12.50% on Tc differences), and an AUPRC value of 0.981, with association classification criteria at >9.87. Tensiomyography has a high predictive ability to discriminate between injured and non-injured BF non-invasively and functionally. |
format | Online Article Text |
id | pubmed-9138955 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91389552022-05-28 Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle Đorđević, Srđan Rozman, Sergej Zupet, Petra Dopsaj, Milivoj Maffulli, Nicola Biology (Basel) Article SIMPLE SUMMARY: The hamstring muscle group is the most frequently injured muscle group in non-contact muscle injuries involving high-speed running sports. The biceps femoris (BF) muscle has the highest injury incidence. Clinical assessments and magnetic resonance imaging (MRI) are routinely used to diagnose a given injury. We tested the possibilities of a new technology—tensiomyography—as a potential screening test (diagnostic and classification purposes) to assess the functional differences between injured and non-injured BF muscles. The results show that tensiomyography has a high predictive ability to discriminate between injured and non-injured BF non-invasively and functionally and that it can be reliably used as a complementary screening test in the diagnosis of BF injuries. ABSTRACT: The hamstring muscle group is the most frequently injured muscle group in non-contact muscle injuries in sports involving high-speed running. A total of 84% of hamstring injuries affect the biceps femoris (BF) muscle. Clinical assessments and magnetic resonance imaging (MRI) are routinely used for diagnosis and plan management. MRI-negative scans for clinically diagnosed hamstring injuries range from 14% to 45%. We tested the hypothesis that the functional differences between injured and non-injured BF assessed by tensiomyography can be used for diagnostic and classification purposes. We compared an injured group of 53 international-level soccer players and sprinters with 53 non-injured international-level soccer players and sprinters of both sexes. Comparing the injured vs. non-injured athletes and the left vs. right side in all of the athletes, we used the percentage of absolute differences in the BF contraction time (Tc) to classify non-injured and injured BF muscles. The receiver operating characteristic (ROC) curve and the area under the curve (AUC) and the precision–recall curve (PRC) were used to measure the classification accuracy and to identify cut-off limits using the Tc differences. There was a very high ROC AUC value of 0.981 (SE = 0.009, p < 0.000), with 98.11% of the injured muscles being correctly classified (cut-off point 12.50% on Tc differences), and an AUPRC value of 0.981, with association classification criteria at >9.87. Tensiomyography has a high predictive ability to discriminate between injured and non-injured BF non-invasively and functionally. MDPI 2022-05-13 /pmc/articles/PMC9138955/ /pubmed/35625474 http://dx.doi.org/10.3390/biology11050746 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Đorđević, Srđan Rozman, Sergej Zupet, Petra Dopsaj, Milivoj Maffulli, Nicola Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title | Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title_full | Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title_fullStr | Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title_full_unstemmed | Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title_short | Tensiomyography Allows to Discriminate between Injured and Non-Injured Biceps Femoris Muscle |
title_sort | tensiomyography allows to discriminate between injured and non-injured biceps femoris muscle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9138955/ https://www.ncbi.nlm.nih.gov/pubmed/35625474 http://dx.doi.org/10.3390/biology11050746 |
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