MRI findings prior to return to play as predictors of reinjury in professional athletes: a novel decision-making tool.

BACKGROUND: Because MRI has shown great accuracy in assessing acute muscle injuries, identification of risk factors for reinjury before return to play (RTP) in professional athletes during the healing process could be very relevant. We assessed the value of MRI findings prior to RTP as predictors of reinjury. METHODS: Retrospective observational study of 59 professional athletes, mean age 26 years, with first-time acute muscle injury and successful rehabilitation ready to RTP. They underwent MRI within 6 days of the injury and within 7 days prior to RTP. The primary outcome was reinjury. Risk of reinjury was assessed using radiological signs in control MRI scans before RTP. The risk was classified as low, medium or high when none, one or two radiological signs were observed, respectively. RESULTS: Reinjury occurred in 9 participants, with a rate of 15.2%. None of the baseline MRI-related variables was significantly associated with reinjury. In the control MRI scan performed within 7 days prior to RTP, three independent findings were significantly associated with reinjury. These included transversal and/or mixed connective tissue gap (p = 0.002), intermuscular oedema (p = 0.015) and callus gap (p = 0.046). In the predictive model of the risk of reinjury, the presence of two of these radiological signs, together with interstitial feathery oedema, was associated with a high risk of recurrence (OR 29.58, 95% CI 3.86-226.64; p = 0.001). CONCLUSIONS: In professional athletes with acute muscle injuries of the lower limbs successfully rehabilitated, some radiological signs on MRI performed shortly before RTP were associated with a high risk of reinjury.

Return to Play Prediction Accuracy of the MLG-R Classification System for Hamstring Injuries in Football Players: A Machine Learning Approach.

BACKGROUND AND OBJECTIVE: Muscle injuries are one of the main daily problems in sports medicine, football in particular. However, we do not have a reliable means to predict the outcome, i.e. return to play from severe injury. The aim of the present study was to evaluate the capability of the MLG-R classification system to grade hamstring muscle injuries by severity, offer a prognosis for the return to play, and identify injuries with a higher risk of re-injury. Furthermore, we aimed to assess the consistency of our proposed system by investigating its intra-observer and inter-observer reliability. METHODS: All male professional football players from FC Barcelona, senior A and B and the two U-19 teams, with injuries that occurred between February 2010 and February 2020 were reviewed. Only players with a clinical presentation of a hamstring muscle injury, with complete clinic information and magnetic resonance images, were included. Three different statistical and machine learning approaches (linear regression, random forest, and eXtreme Gradient Boosting) were used to assess the importance of each factor of the MLG-R classification system in determining the return to play, as well as to offer a prediction of the expected return to play. We used the Cohen's kappa and the intra-class correlation coefficient to assess the intra-observer and inter-observer reliability. RESULTS: Between 2010 and 2020, 76 hamstring injuries corresponding to 42 different players were identified, of which 50 (65.8%) were grade 3r, 54 (71.1%) affected the biceps femoris long head, and 33 of the 76 (43.4%) were located at the proximal myotendinous junction. The mean return to play for grades 2, 3, and 3r injuries were 14.3, 12.4, and 37 days, respectively. Injuries affecting the proximal myotendinous junction had a mean return to play of 31.7 days while those affecting the distal part of the myotendinous junction had a mean return to play of 23.9 days. The analysis of the grade 3r biceps femoris long head injuries located at the free tendon showed a median return to play time of 56 days while the injuries located at the central tendon had a shorter return to play of 24 days (p = 0.038). The statistical analysis showed an excellent predictive power of the MLG-R classification system with a mean absolute error of 9.8 days and an R-squared of 0.48. The most important factors to determine the return to play were if the injury was at the free tendon of the biceps femoris long head or if it was a grade 3r injury. For all the items of the MLG-R classification, the intra-observer and inter-observer reliability was excellent (k > 0.93) except for fibres blurring (κ = 0.68). CONCLUSIONS: The main determinant for a long return to play after a hamstring injury is the injury affecting the connective tissue structures of the hamstring. We developed a reliable hamstring muscle injury classification system based on magnetic resonance imaging that showed excellent results in terms of reliability, prognosis capability and objectivity. It is easy to use in clinical daily practice, and can be further adapted to future knowledge. The adoption of this system by the medical community would allow a uniform diagnosis leading to better injury management.

Sports-related lower limb muscle injuries: pattern recognition approach and MRI review.

Muscle injuries of the lower limbs are currently the most common sport-related injuries, the impact of which is particularly significant in elite athletes. MRI is the imaging modality of choice in assessing acute muscle injuries and radiologists play a key role in the current scenario of multidisciplinary health care teams involved in the care of elite athletes with muscle injuries. Despite the frequency and clinical relevance of muscle injuries, there is still a lack of uniformity in the description, diagnosis, and classification of lesions. The characteristics of the connective tissues (distribution and thickness) differ among muscles, being of high variability in the lower limb. This variability is of great clinical importance in determining the prognosis of muscle injuries. Recently, three classification systems, the Munich consensus statement, the British Athletics Muscle Injury classification, and the FC Barcelona-Aspetar-Duke classification, have been proposed to assess the severity of muscle injuries. A protocolized approach to the evaluation of MRI findings is essential to accurately assess the severity of acute lesions and to evaluate the progression of reparative changes. Certain MRI findings which are seen during recovery may suggest muscle overload or adaptative changes and appear to be clinically useful for sport physicians and physiotherapists.

Returning to Sport during the Covid-19 pandemic: The sports physicians' role

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Usefulness of echocardiography in preparticipation screening of competitive athletes.

INTRODUCTION AND OBJECTIVES: Despite the established diagnostic value of the electrocardiogram in preparticipation screening of athletes, some cardiac structural changes can be missed, particularly in early disease stages. The aim of this study was to evaluate the prevalence of cardiac structural changes via the systematic use of echocardiography in preparticipation screening of competitive athletes. METHODS: Professional athletes or participants in a competitive athletic program underwent a screening that included family and personal medical history, physical examination, electrocardiography, exercise testing, and Doppler echocardiography. RESULTS: A total of 2688 athletes (67% men; mean age [standard deviation], 21 [10] years) were included. Most of the echocardiographic evaluations (92.5%) were normal and only 203 (7.5%) showed changes; the most frequent change was left ventricular hypertrophy, seen in 50 athletes (1.8%). Cessation of athletic activity was indicated in 4 athletes (0.14%): 2 for hypertrophic cardiomyopathy (electrocardiography had shown changes that did not meet diagnostic criteria), 1 pectus excavatum with compression of the right ventricle, and 1 significant pulmonary valve stenosis; the rest of the changes did not entail cessation of athletic activity and only indicated periodic monitoring. CONCLUSIONS: Although rare, some cardiac structural changes can be missed on physical examination and electrocardiography; in contrast, they are easily recognized with echocardiography. These findings suggest the use of echocardiography in at least the first preparticipation screening of competitive athletes to improve the effectiveness of programs aimed at preventing sudden death in athletes.

Utilidad del ecocardiograma en la revisión preparticipativa de deportistas de competición / Usefulness of Echocardiography in Preparticipation Screening of Competitive Athletes

Introducción y objetivos A pesar del establecido valor diagnóstico del electrocardiograma en la revisión preparticipativa de sujetos deportistas, algunas alteraciones estructurales cardiacas podrían pasar inadvertidas, en especial en fases precoces de la enfermedad. El objetivo de este estudio es valorar la prevalencia de alteraciones estructurales cardiacas mediante el uso sistemático de la ecocardiografía en la revisión preparticipativa de deportistas de competición. Métodos Se estudió a los deportistas incluidos en un programa de competición o profesionales. Se realizó a todos los deportistas una revisión que incluyó historia familiar y personal, examen físico, electrocardiograma, prueba de esfuerzo y ecocardiograma Doppler. Resultados Se incluyó a 2.688 deportistas (el 67% varones; media de edad, 21 ± 10 años). La mayoría de los estudios ecocardiográficos (92,5%) fueron estrictamente normales y solo 203 (7,5%) tenían alteraciones; la más frecuente de ellas fue la hipertrofia ventricular izquierda, en 50 deportistas (1,8%). En 4 casos (0,14%) se indicó el cese de la práctica deportiva: 2 por miocardiopatía hipertrófica (el electrocardiograma mostraba alteraciones pero no cumplía criterios diagnósticos), 1 pectus excavatum con compresión del ventrículo derecho y 1 estenosis valvular pulmonar significativa; el resto de las alteraciones no implicaron el cese de la práctica deportiva y solo requirieron seguimiento periódico. Conclusiones: Algunas alteraciones estructurales cardiacas, aunque poco frecuentes, pueden pasar inadvertidas al examen físico y en el electrocardiograma; en cambio, son fácilmente reconocibles con un ecocardiograma. Estas observaciones indican introducir el ecocardiograma al menos en la primera valoración preparticipativa de deportistas de competición para mejorar la eficacia de los programas de prevención de la muerte súbita del deportista (AU)

Introduction and objectives Despite the established diagnostic value of the electrocardiogram in preparticipation screening of athletes, some cardiac structural changes can be missed, particularly in early disease stages. The aim of this study was to evaluate the prevalence of cardiac structural changes via the systematic use of echocardiography in preparticipation screening of competitive athletes. Methods Professional athletes or participants in a competitive athletic program underwent a screening that included family and personal medical history, physical examination, electrocardiography, exercise testing, and Doppler echocardiography. Results A total of 2688 athletes (67% men; mean age [standard deviation], 21 [10] years) were included. Most of the echocardiographic evaluations (92.5%) were normal and only 203 (7.5%) showed changes; the most frequent change was left ventricular hypertrophy, seen in 50 athletes (1.8%). Cessation of athletic activity was indicated in 4 athletes (0.14%): 2 for hypertrophic cardiomyopathy (electrocardiography had shown changes that did not meet diagnostic criteria), 1 pectus excavatum with compression of the right ventricle, and 1 significant pulmonary valve stenosis; the rest of the changes did not entail cessation of athletic activity and only indicated periodic monitoring. Conclusions Although rare, some cardiac structural changes can be missed on physical examination and electrocardiography; in contrast, they are easily recognized with echocardiography. These findings suggest the use of echocardiography in at least the first preparticipation screening of competitive athletes to improve the effectiveness of programs aimed at preventing sudden death in athletes (AU)

Cambios en la variabilidad de la frecuencia cardiaca (VFC) en jugadores de hockey hierba durante el Campeonato del Mundo de 2006 / Changes in heart rate variability (HRV) in field hockey players during the 2006 World Cup

El objetivo del estudio es determinar los cambios de la variabilidad de la frecuencia cardiaca (VFC) en jugadores de hockey hierba durante el transcurso de un campeonato del mundo. Participaron en el estudio el equipo nacional español realizando un registro diario del intervalo R-R (Omegawave System), los días en que se disputaban los partidos. Se determinaron la frecuencia cardiaca basal (FC) y diferentes parámetros de la VFC.Mediante un MANOVA, se compara la evolución durante los 7 partidos de los valores promedio de la FC y de los distintos parámetros de la VFC, analizando los contrastes respecto al último partido. La FC presenta un incremento progresivo durante los siete partidos especialmente significativo en el último partido (F(18,6) = 3,27; p=0,024). Los parámetros RMSSD y PNN50 presentan una disminución progresiva a lo largo del campeonato, especialmente significativa para PNN50 (F(18,6) = 2,96; p=0,034). Respecto a los parámetros del espectro de frecuencias, LF y LF/HF presentan un incremento a lo largo de los 7 partidos (para LF, F(18,6) = 2,72; p=0,046), y HF va presentando valores inferiores.La VFC disminuye progresivamente y se reducen los valores de los parámetros relacionados con la actividad del sistema parasimpático (RMSSD y HF), que son indicativos de buena adaptabilidad psíquico-física a las cargas de trabajo. A la vez, se incrementa el valor de los parámetros relacionados con la actividad del sistema simpático (LF y LF/HF), que sugieren un aumento de la fatiga y del cansancio y una mala adaptabilidad en general. Por ello, el análisis de la VFC puede ser un buen marcador individual para monitorizar el estado psíquico-físico, la adaptabilidad cardiovascular al esfuerzo y un posible estado de sobrecarga física de los deportistas en competiciones(AU)

The aim of this study is to determine the changes in heart rate variability (HRV) in field hockey players during the course of a world championship. The Spanish national team took part in the study by making daily records of the R-R interval (Omegawave System) on the days when matches took place. The baseline heart rate (HR) and several parameters of HRV were measured.The evolution of the average values of the HR and the various parameters of HRV during the 7 matches was compared using a MANOVA, the contrasts regarding the last match being analysed. The HR increases progressively during the seven matches, with an especially significant increase in the last match (F(18.6) = 3.27; p=.024). RMSSD and pNN50 parameters progressively decrease throughout the tournament, with an especially significant decrease for pNN50 (F(18.6) = 2.96; p=.034). Regarding the parameters of the frequency spectrum, LF and LF/HF show an increase throughout the 7 matches (for LF, F(18.6) = 2.72; p=.046), and HF presented lower values.HRV decreases progressively and the values of the parameters related to parasympathetic system activity (RMSSD and HF) reduce, which are indicative of good psychic-physical adaptability to the workload. At the same time, the value of the parameters related to sympathetic system activity (LF and LF/HF) increases, suggesting an increase in fatigue, tiredness and poor adaptability in general. Consequently, the analysis of HRV may be a good marker for monitoring the psychic-physical state, cardiovascular adaptability during exercise and a possible state of physical overload in athletes participating in competitions(AU)