Next Article in Journal
Drop Jumping on Sand Is Characterized by Lower Power, Higher Rate of Force Development and Larger Knee Joint Range of Motion
Next Article in Special Issue
Effects of COVID-19 Syndemic on Sport Community
Previous Article in Journal
Acknowledgment to Reviewers of Journal of Functional Morphology and Kinesiology in 2021
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Is Muscle Architecture Different in Athletes with a Previous Hamstring Strain? A Systematic Review and Meta-Analysis

by
Eleftherios Kellis
* and
Chrysostomos Sahinis
Laboratory of Neuromechanics, Department of Physical Education and Sport Sciences at Serres, Aristotle University of Thessaloniki, 62100 Serres, Greece
*
Author to whom correspondence should be addressed.
J. Funct. Morphol. Kinesiol. 2022, 7(1), 16; https://doi.org/10.3390/jfmk7010016
Submission received: 26 December 2021 / Revised: 21 January 2022 / Accepted: 25 January 2022 / Published: 31 January 2022
(This article belongs to the Special Issue Working Group in Sports Medicine)

Abstract

:
Hamstring strains are a frequent injury in sports and are characterized by a high recurrence rate. The aim of this review was to examine the muscle and tendon architecture in individuals with hamstring injury. A systematic literature search in four databases yielded eleven studies on architecture following injury. Differences in the fascicle length (FL), pennation angle (PA) and muscle size measures (volume, thickness and physiological cross-sectional area) at rest were not significantly different between the previously injured limb and the contralateral limb (p > 0.05). There was moderate evidence that biceps femoris long head (BFlh) FL shortening was greater during contraction in the injured compared to the contralateral limb. The BFlh FL was smaller in athletes with a previous injury compared to uninjured individuals (p = 0.0015) but no differences in the FL and PA of other muscles as well as in the aponeurosis/tendon size were observed (p > 0.05). An examination of the FL of both leg muscles in individuals with a previous hamstring strain may be necessary before and after return to sport. Exercises that promote fascicle lengthening of both injured and uninjured leg muscles may be beneficial for athletes who recover from a hamstring injury.

1. Introduction

Hamstring injuries are frequent in athletes and may lead to extensive absence from sports [1]. Further, a considerable number of athletes (up to 30%) who recover from such an injury, sustain the same injury again [1,2]. This explains why a history of previous injury is one of the few factors that is associated with an increased risk for injury [3]. Hence, management of hamstring injuries is important for reducing recurrent incidents.
When athletes return to play, they may still experience some strength and flexibility deficits [4,5,6,7,8]. Following a controlled rehabilitation program, for example, athletes experience a 9.6% deficit in peak torque relative to the uninjured limb immediately after return to play, which is minimized 6 months later [6]. There are also reports that athletes maintain deficits in maximum and explosive strength for an even longer period of time (18–33 months after injury) [9,10]. A recent metanalysis concluded that strength and flexibility deficits continue even after return to play, although this effect depends on the method that is used to quantify muscle strength [8]. The question which arises is why these deficits remain after return to play.
Muscle strength can be influenced by several factors such as neural activation [11] and the morphology and mechanical properties of the muscle and tendon [12]. Acute hamstring injury with evident structural damage is accompanied by edema and fluid concentration, which gradually leads to the formation of a scar in the injured area [13,14,15,16]. Further, a recent metanalysis concluded that there is moderate evidence that individuals with a previous strain show a lower activation of the injured muscle during eccentric contractions compared to the uninjured limb [17]. Such events may influence the size and morphology of the muscle–tendon unit. However, the evidence is inconsistent as some studies have found that hamstring injury influences muscle architecture such as the fascicle length (FL) and angle of pennation (PA) [18,19,20] but others have reported opposite results [21,22]. One might also expect that injury influences muscle size parameters, such as muscle volume, thickness (MT) or cross-sectional area (CSA) but the results are conflicting [6,22,23,24]. Finally, early studies have suggested that injury leads to changes in aponeuroses and tendon geometry [25] but recent studies have reported opposite results [24].
Understanding the acute and chronic effects of hamstring strain on muscle and tendon architecture can provide important information about the management of such injuries before and after return to play [26]. In the absence of pre-injury measurements, for example, the function of the contralateral (non-injured) muscle may serve as a target for the rehabilitation of the injured muscle. For this reason, it is important to understand if injury affects the architecture of the injured leg only. Another question is whether individuals with a history of hamstring strain show differences in muscle–tendon architecture compared with controls. If this is the case, then screening athletes for muscle–tendon architecture deficiencies may be useful for the prevention of recurrent as well as first-time injuries. In addition, since there are various measures of size and architecture and four different individual hamstring muscles, there is a need for a detailed examination of the evidence for each one of them. To the best of our knowledge, alterations in the muscle and tendon properties after injury have not been systematically reviewed. Therefore, the aim of this study was to systematically review the research evidence on hamstring muscle and tendon architecture characteristics of previously injured hamstrings. We examined, firstly, the differences in architecture between the injured and the non-injured contralateral leg in individuals with a previous hamstring injury, and secondly, the differences in architecture between previously strain-injured limbs and uninjured controls.

2. Methods

2.1. Literature Search and Study Selection

This systematic review was performed according to the Preferred Reporting Items (PRISMA) for Systematic Reviews and Meta-Analyses. The review protocol was prospectively registered on the database for Open Science Framework (OSF: 10.17605/OSF.IO/QPJW8). A comprehensive search strategy was conducted to identify all relevant articles without any time limits in four electronic databases (PubMed, Medline, Cochrane library and Scopus) up until 17 October 2021 using the PICO framework. This included population: athletes or recreational active individuals; investigated condition: hamstring strain injury; comparison condition: comparison of injured and uninjured groups and injured with healthy contralateral leg; and outcome of interest: hamstring muscle architectural characteristics. The electronic search was performed independently by the two authors (E.K. and C.S.) to mitigate the probability of study selection bias. The following search syntax was used in all databases: (Hamstring * OR Semitendinosus OR Semimebranosus OR “Biceps femoris” OR “Posterior Thigh”) AND (Injur * OR Strain * OR Tear OR Rupture *) AND (“muscle Morphology *” OR “Cross * sectional area” OR CSA OR “pennation angle” OR “fiber length” OR “muscle volume *” OR fascicle OR “tendon morphology *” OR “aponeurosis morphology *”). Further, secondary searches were conducted to ensure the identification of all the relevant studies by (1) performing forward citation tracking of the included studies through Scopus and Google Scholar, and (2) screening the reference list from the included studies and from previous related systematic reviews. After duplicates were removed, relevant articles identified through the search strategy had their title and abstract independently screened for eligibility by two authors (E.K. and C.S.) in accordance with the inclusion and exclusion criteria. Full-texts that met the inclusion criteria were assessed independently by the two authors. Any discrepancies in the included and excluded studies were resolved through discussion and consensus.

2.2. Data Extraction

Data extraction was performed independently by the two authors, using a customized data extraction Microsoft Excel spreadsheet (Microsoft Excel v 2016, One Microsoft Way Redmond, Washington, DC, USA). Data extracted from each article comprised: (1) authors and year of publication, (2) details regarding participants’ characteristics (such as sample size, sex, age, sport and level of partition), (3) injury characteristics (injured muscle and severity), (4) the study’s methodological characteristics (muscle under examination, study design, medical imaging methodology), (5) FL, PA, muscle length (ML), muscle and tendon aponeurosis variables (CSA, thickness, volume, length or width), and (6) primary outcome measures (i.e., means and standard deviations) for all reported muscle architectural characteristics of injured and healthy participants.

2.3. Elibility Criteria

The inclusion and the exclusion criteria were determined prior to the search to ensure objectivity during the study identification procedure. In particular, studies that satisfied the following criteria were included in the review: (1) publications in international English-language peer-reviewed journal, (2) studies that included participants that had suffered a HSI and had returned to normal activity level, (3) studies that explored the differences in hamstrings architecture between individuals with HIS and a control group or the contralateral uninjured leg. Reviews, case and brief reports, letters to editors, theses and conference abstracts were excluded.

2.4. Quality Assessment

The methodological quality of the included studies was examined by two reviewers (E.K. and C.S.) independently using a modified version of the Downs and Black Checklist [8,27]. In particular, the original checklist includes 27 items; however, items 4, 8, 9, 13, 15, 17, 19, 22, 23, 24 and 26 were initially excluded, and item 27 was modified as these items were designed only for intervention studies while this review contains only retrospective studies. Additionally, items 28 and 29 were added to explore the methodological quality of the injury diagnosis and the rehabilitation procedure [8,28]. The scale had a maximum score of 20 as items 5, 28 and 29 could take values of 2 or 1 or 0 while the remaining items were scored either as 1 or 0. A quality index (QI) was also calculated by dividing the sum of scores by the number of items. A score ≥70% was considered to indicate a low risk of bias while a score <70% was considered to indicate a high risk of bias.

2.5. Data Analysis

When two or more experimental studies provided data for the same outcome measure, we used meta-analyses to compare, first, the two legs of athletes with a previous injury, and second, the injured leg of the injured group and the corresponding leg(s) of the control group. Μeta-analysis was conducted using the ‘metafor’ package in R (v 4.0.2; R Core Team, Vienna, Austria, https://www.r-project.org/ date assessed on 15 December 2021). We applied the random-effects model with a restricted maximum likelihood (REML) method to better account for potential methodological or statistical heterogeneity of the included studies. The standardized mean difference (SMD) and 95% confidence intervals (CIs) were calculated. The magnitudes of the SMDs were interpreted as: “trivial” (<0.20), “small” (0.20–0.39), “medium” (0.40–0.59), “large” (0.60–0.80), and “very large” (>0.80) [29]. The heterogeneity of the included studies were assessed using the I2 statistic and it was interpreted as “low” (<50%), “moderate” (50–75%), or “high” (>75%) [30]. Funnel plot asymmetry was not examined given that there were less than ten studies included in the meta-analyses [31]. The statistical significance threshold was set at p < 0.05.
In cases where only one study provided data for a specific outcome variable, metanalysis was not possible owing to the limited data availability and the small number of studies (n = 1). In this case, a best evidence synthesis was conducted [32]. The strength of evidence was ranked according to the following criteria:
1.
Strong evidence: consistent results in two or more low risk of bias studies with generally consistent findings in ≥75% of studies.
2.
Moderate evidence: provided by one low risk of bias study and/or two or more studies with high risk of bias study and by generally consistent results across all studies (≥75% of the studies reported consistent findings).
3.
Limited evidence: provided by single-study findings from high risk of bias study.
4.
Conflicting evidence: inconsistent findings in multiple studies (<75% of the studies reported consistent findings).
5.
No evidence: no studies (randomized controlled trials or non-randomized controlled trials) available for assessment.

3. Results

3.1. Search Results

The database searches identified 1724 potentially relevant published studies (Figure 1). From these, 373 duplicate articles were removed while after title and abstract screening, 1337 documents were excluded as they did not meet the inclusion criteria. Of the remaining 14 articles, 3 additional studies were excluded in the full-text analysis. Hence, 11 articles were retained for further analysis.

3.2. Risk of Bias Assessment

The results for the risk of bias assessment of each included article are presented in Table 1. The methodological quality scores of the included studies ranged from 9 (45%) to 17 (85%), with a mean score of 13.6 (68.1%). Seven studies were rated as having a low risk of bias, while the remaining four studies were rated as having a high risk of bias. As evidenced in Table 1, studies received a high-risk bias score for items 11 and 12, which address whether participants are representative of the population, item 27, which indicates a lack of power calculations, and item 25, which examines the absence or presence of adequate adjustment for confounding factors in the analyses.

3.3. Description of Studies

The detailed characteristics of the included studies are summarized in Table 2. A total of 294 participants (males n = 285 and females n = 9) were examined. The sample size ranged from 6 [35] to 80 participants [19] with an age range from 19.25 ± 2.40 to 28.6 ± 5.2 years.
Eleven studies on muscle architecture compared the injured with the uninjured limb [6,18,19,20,21,22,23,24,33,34,35] while five studies compared the injured individuals with controls [18,19,20,21,24].
Of the included studies, five examined the FL [18,19,20,21,22], four studies examined muscle PA [18,20,21,22], MT [18,20,21,35] and muscle volume [6,22,24,34] while the CSA was examined by three studies [22,24,36]. Nine studies examined the BFlh, four studies the ST, two studies the BFsh and one investigated the SM. Finally, two studies examined the hamstring architecture by considering all individual muscle heads as one muscle [34,36], and aponeurosis morphology [24] and tendon volume [23] were studied by one study each.

3.4. Injured vs. Uninjured Limb

The metanalysis showed no differences in BFlh FL (SMD = −0.40; 95% CI −0.93 to 0.1; p > 0.05; I2 = 0%) and PA (SMD = 0.17; 95% CI −0.44 to 0.78; p > 0.05; I2 = 54.15%) between legs in previously injured individuals (Figure 2).
As shown in Figure 3, there were no between-leg differences in BFlh MT (SMD = −0.31; 95% CI −0.73 to 0.10; p > 0.05; I2 = 0%) and ST MT (SMD = −0.21; 95% CI −0.88 to 0.46; p > 0.05; I2 = 0%). Further, the metanalysis showed non-significant between-limb differences in the volume of the BFlh (SMD = −0.11; 95% CI −0.51 to 0.29; p > 0.05; I2 = 0%), BFsh (SMD = 0.19; 95% CI −0.26 to 0.63; p > 0.05; I2 = 0%) and ST (SMD = 0.00; 95% CI −0.44 to 0.45; p > 0.05; I2 = 0%) (Figure 4).
The results from the best-evidence analysis are presented in Table 3. There was moderate (SM, BFsh) or limited (ST) evidence that the FL was not different between the injured and contralateral leg in athletes with a previous injury. Moderate evidence also showed that BFlh FL/muscle length does not differ between the contralateral and injured leg. In contrast, BFlh FL and BFlh FL/MT at contraction were lower in the injured leg compared with the contralateral one.
For PA, most comparisons between the two limbs showed no differences. In only one case, moderate evidence suggested a lower PA of the BFlh in the injured compared to the contralateral limb (Table 3). For CSA and volume variables, no differences were observed. In only one case, there was moderate evidence that the BFlh/hamstring physiological CSA ratio was lower in the injured compared to the contralateral leg. Moderate evidence indicates that the aponeurosis area, width or volume does not differ between the injured and contralateral limb, but limited evidence for a greater BFlh tendon volume in the injured leg was found.

3.5. Injured vs. Controls

The metanalysis showed that BFlh FL was significantly lower in previously injured athletes compared to controls (SMD = −0.57; 95% CI −0.92 to −0.22; p = 0.0015; I2 = 0%), but no group differences in PA (SMD = 0.10; 95% CI −0.34 to 0.55; p > 0.05; I2 = 0%) and MT (SMD = −0.39; 95% CI −0.84 to 0.06; p > 0.05; I2 = 0%) were found (Figure 5).
The results from the best-evidence analysis for group comparisons are presented in Table 4. When comparing injured athletes with controls, the ST FL (limited evidence) and BFlh FL/muscle length (moderate evidence) were lower in injured athletes. Limited or moderate evidence indicated that there are no group differences in FL at contraction, PA, muscle and tendon/aponeurosis morphology variables.

4. Discussion

Our metanalysis indicated no between-limb differences in FL, PA or MT in individuals with a hamstring strain. The best evidence synthesis analysis showed that there is moderate evidence of a lower BFlh FL at contraction and greater tendon volume in the injured leg compared to the contralateral leg. Individuals with a previous hamstring strain showed shorter BFlh fascicles, a greater PA, a lower BFlh FL at contraction and ST FL compared to non-injured athletes. No other changes in the muscle size and architecture of the hamstrings in the injured leg compared with the contralateral leg or uninjured athletes were observed.

4.1. Injured vs. Uninjured Limb

The results of this metanalysis showed no differences in FL, PA (Figure 2), MT (Figure 3) and volume (Figure 4) in the two limbs in previously injured athletes. Hence, it is highly unlikely that differences in the muscle size or architecture between the two limbs might account for previously reported strength and flexibility differences [8]. There are two alternative explanations for these observations. First, it could be argued that the development of a scar in the injured area [14] as well as the reduced mobility of the athlete following injury do not influence the size and architecture of the injured limb. Sanfilippo et al. [6] reported an immediate reduction in muscle CSA after injury, which was reduced markedly after 6 months. This is most likely due to the healing process of the trauma after injury. An alternative explanation may be that injury influences the muscle–tendon architecture of both limbs (see next section).
The best-evidence synthesis analysis showed that there is moderate evidence of a lower BFlh FL at contraction compared to the contralateral leg (Table 3). Hence, it appears that hamstring injury reduces the amount of fascicle shortening during contraction. This may be related to reduced neural inhibition [17] and a stiffer tendon/aponeurosis of the injured muscle, as a result of injury [18]. Therefore, even though the injured muscle does not display evident changes in FL, PA and muscle size at rest, there is evidence of an altered mechanical function of this muscle during contraction. This might also explain the lower strength deficit observed in the injured limb relative to the contralateral limb injury [18].
Based on the best-evidence analysis, the injured leg showed similar aponeurosis size, but a greater tendon volume compared to the contralateral leg (Table 3). These results are based on limited or moderate evidence (owing to one study per parameter) and therefore, they should be treated with caution. Nevertheless, it appears that the localized responses in muscle–tendon tissue that occur due to injury probably do not influence aponeurosis size. The greater tendon volume may indicate a greater stiffness of the injured muscle–tendon unit [37], which may explain the greater fascicle shortening of the injured muscle upon contraction [24]. However, Silder et al. [37] reported that changes in tendon volume at rest are not related to strength deficiencies that are observed in the injured compared to the contralateral leg. These contradictory observations illustrate that injury has an influence on the mechanical properties of the muscle–tendon unit, but this may not accompany changes in muscle strength.

4.2. Injured vs. Uninjured Groups

With respect to the second question of the present study, the metanalysis indicated that injured athletes show a lower BFlh FL than uninjured ones (Figure 5). The difference in the magnitude of the SMD in BFlh FL between injured athletes and controls was characterized as “medium” with very low heterogeneity in the included studies. Given that most studies that examined BFlh FL were ranked as high quality (Table 1), it seems highly probable that athletes with a previous hamstring strain have shorter BFlh fascicles than non-injured ones.
Owing to the retrospective nature of the examined studies, the mechanism that explains these observations is unclear. One explanation may be that fascicle shortening is an adaptation of muscle to injury that influences both legs. Nevertheless, the mechanisms that lead to this adaptation are unclear. Timmins et al. [18] commented that fascicle shortening is a response to the reduced excursions of the muscle in the early stages of rehabilitation. This has been linked with a reduced participation in sports [6] as well as the presence of neural inhibition of the hamstrings following injury [6,9,10,35,38,39,40]. The reduced neural activation has been noted during slow eccentric contractions in previously injured athletes compared with controls, even after they returned to pre-injury levels of competition [9,10,17,36]. This mechanism, if present, results in a reduction in the FL of the contralateral leg muscle as well as in other muscles, such as the ST [20] (Table 4). Since there are no comparisons of muscle architecture before and after injury, an alternative explanation may be that in the general population, some athletes have shorter fascicles (of both legs) relative to others. This is supported by prospective data that show that players with shorter fascicles are at a greater risk of sustaining an injury [41]. Further research is necessary to verify these observations.
Given the shorter fascicles of their injured BFlh and an unaltered PA (Table 4), one might expect that individuals with a previous hamstring strain would have a lower volume, thickness or CSA of their injured hamstring compared to controls. However, the results of the best synthesis analysis suggested otherwise (Table 4). Several factors should be taken into consideration when interpreting this finding. First, the studies that examined CSA differences between injured and controls did not measure the FL and PA of the injured muscle [24] and vice versa [19]. Second, regional variations in muscle–tendon morphology may influence the measured FL, PA or CSA [42,43], for example, measurement of CSA from the middle muscle belly may mask atrophies that occur in the proximal or distal part of the muscle [44]. Experiments that compare FL, PA and volume or CSA measurements between injured and controls will be able to provide more accurate information regarding the influence of injury on muscle size.
The present review showed moderate evidence for no differences in aponeurosis morphology between athletes with a history of hamstring strain and controls (Table 4). Since evidence was provided by only one study [24] and given the variability of aponeurosis width and size measurements, further research is necessary before conclusions on the relation between BFlh injury and aponeurosis size can be made.
There are several implications of the present findings. From a mechanical point of view, the shorter BFlh FL and greater PA of the injured BFlh indicates that for the same hamstring lengthening movement, the shorter fascicles would be overstretched relative to longer fascicles [23,41,45,46]. On this occasion, the muscles operate mostly on the descending limb of their force–length relationship; consequently, when they actively lengthen, they are weaker and they may experience greater microscopic damage [5,38]. Based on the present study, therefore, hamstring strain rehabilitation should include exercises that promote fascicle lengthening not only for the injured muscle but also for the contralateral one. If an assessment of the architecture is applied, then this should be performed during contraction conditions and not at rest. Exercises that promote hypertrophy of the injured muscle (as reflected in muscle volume, thickness or CSA) may not be particularly useful for restoring muscle function. Finally, this study indicates that regular screening of athletes for shorter BFlh fascicles may assist in injury prevention, especially for those athletes who have a history of a previous injury.
There are several limitations that may influence the conclusions drawn from this metanalysis. First, we examined studies that contain data from participants who had previously sustained a hamstring injury. This experimental (cross-sectional) design does not permit us to decide whether the reported deficits were the cause of injury or the result of injury. Studies that use prospective experimental designs and follow the muscle–tendon architecture prior to and after injury would provide essential information on the relation between injury and muscle architecture. Second, the number of studies for some muscles (SM, BFsh) and variables (PCSA) is small or absent (Table 1). It is also apparent that evaluation of the muscle architecture during contraction may provide more information on the influence of injury on the muscle–tendon unit function. Third, most studies examined BFlh injuries (Table 1), which occur mostly during sprinting [47]. It is not certain that injuries in other hamstrings, such as ST or SM [47] would have similar effects on the muscle–tendon architecture. If the exact muscle that is getting injured and the injury conditions are not identified, then it is difficult to relate the cause (injury) with specific changes in the muscle–tendon architecture. Further, rehabilitation protocols may vary amongst studies and this can also influence architecture measures after injury.

5. Conclusions

Τhe present systematic review and metanalysis showed that athletes with a previous BFlh injury show no signs of altered size or architecture in their injured limb compared to their non-injured one when they are at rest. Moderate evidence supports a greater fascicle shortening during contraction in the injured compared to the uninjured leg. By comparison to healthy participants, those who have a history of hamstring injury are likely to have shorter BFlh fascicles while there is no information about differences in the size and architecture of other muscles. Exercises that promote fascicle lengthening of both muscles may be beneficial for preventing hamstring re-injury.

Author Contributions

Conceptualization, E.K.; methodology, C.S. data curation, C.S. writing—original draft preparation, E.K.; writing—review and editing, E.K.; visualization, C.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data supporting reported results will be available at Mendeley.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Ekstrand, J.; Waldén, M.; Hägglund, M. Hamstring injuries have increased by 4% annually in men’s professional football, since 2001: A 13-year longitudinal analysis of the UEFA Elite Club injury study. Br. J. Sports Med. 2016, 50, 731–737. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Van Beijsterveldt, A.M.C.; van de Port, I.G.L.; Vereijken, A.J.; Backx, F.J.G. Risk Factors for Hamstring Injuries in Male Soccer Players: A Systematic Review of Prospective Studies. Scand. J. Med. Sci. Sports 2013, 23, 253–262. [Google Scholar] [CrossRef] [PubMed]
  3. Hauge Engebretsen, A.; Myklebust, G.; Holme, I.; Engebretsen, L.; Bahr, R.; Engebretsen, A.H.; Myklebust, G.; Holme, I.; Engebretsen, L.; Bahr, R. Intrinsic Risk Factors for Hamstring Injuries Among Male Soccer Players: A Prospective Cohort Study. Am. J. Sports Med. 2010, 38, 1147–1153. [Google Scholar] [CrossRef] [PubMed]
  4. Lehance, C.; Binet, J.; Bury, T.; Croisier, J.L. Muscular strength, functional performances and injury risk in professional and junior elite soccer players. Scand. J. Med. Sci. Sports 2009, 19, 243–251. [Google Scholar] [CrossRef]
  5. Brockett, C.L.; Morgan, D.L.; Proske, U. Predicting hamstring strain injury in elite athletes. Med. Sci. Sports Exerc. 2004, 36, 379–387. [Google Scholar] [CrossRef] [Green Version]
  6. Sanfilippo, J.L.; Silder, A.; Sherry, M.A.; Tuite, M.J.; Heiderscheit, B.C. Hamstring strength and morphology progression after return to sport from injury. Med. Sci. Sports Exerc. 2013, 45, 448–454. [Google Scholar] [CrossRef] [Green Version]
  7. Silder, A.; Sherry, M.A.; Sanfilippo, J.; Tuite, M.J.; Hetzel, S.J.; Heiderscheit, B.C. Clinical and morphological changes following 2 rehabilitation programs for acute hamstring strain injuries: A randomized clinical trial. J. Orthop. Sport. Phys. Ther. 2013, 43, 284–299. [Google Scholar] [CrossRef] [Green Version]
  8. Maniar, N.; Shield, A.J.; Williams, M.D.; Timmins, R.G.; Opar, D.A. Hamstring strength and flexibility after hamstring strain injury: A systematic review and meta-analysis. Br. J. Sports Med. 2016, 50, 909–920. [Google Scholar] [CrossRef]
  9. Opar, D.A.; Williams, M.D.; Timmins, R.G.; Dear, N.M.; Shield, A.J. Knee flexor strength and bicep femoris electromyographical activity is lower in previously strained hamstrings. J. Electromyogr. Kinesiol. 2013, 23, 696–703. [Google Scholar] [CrossRef] [Green Version]
  10. Opar, D.A.; Williams, M.D.; Timmins, R.G.; Dear, N.M.; Shield, A.J. Rate of torque and electromyographic development during anticipated eccentric contraction is lower in previously strained hamstrings. Am. J. Sports Med. 2013, 41, 116–125. [Google Scholar] [CrossRef] [Green Version]
  11. Kellis, E. Quantification of quadriceps and hamstring antagonist activity. Sport. Med. 1998, 25, 37–62. [Google Scholar] [CrossRef] [PubMed]
  12. Kellis, E. Intra- and Inter-Muscular Variations in Hamstring Architecture and Mechanics and Their Implications for Injury: A Narrative Review. Sport. Med. 2018, 48, 2271–2283. [Google Scholar] [CrossRef]
  13. Connell, D.A.; Schneider-Kolsky, M.E.; Hoving, J.L.; Malara, F.; Buchbinder, R.; Koulouris, G.; Burke, F.; Bass, C. Longitudinal study comparing sonographic and MRI assessments of acute and healing hamstring injuries. Am. J. Roentgenol. 2004, 183, 975–984. [Google Scholar] [CrossRef] [PubMed]
  14. Slavotinek, J.P.; Verrall, G.M.; Fon, G.T. Hamstring injury in athletes: Using MR imaging measurements to compare extent of muscle injury with amount of time lost from competition. Am. J. Roentgenol. 2002, 179, 1621–1628. [Google Scholar] [CrossRef] [PubMed]
  15. Koulouris, G.; Connell, D. Evaluation of the hamstring muscle complex following acute injury. Skelet. Radiol. 2003, 32, 582–589. [Google Scholar] [CrossRef]
  16. Canosa-Carro, L.; Bravo-Aguilar, M.; Abuín-Porras, V.; Almazán-Polo, J.; García-Pérez-de-Sevilla, G.; Rodríguez-Costa, I.; López-López, D.; Navarro-Flores, E.; Romero-Morales, C. Current understanding of the diagnosis and management of the tendinopathy: An update from the lab to the clinical practice. Disease-a-Month 2022, 101314. [Google Scholar] [CrossRef] [PubMed]
  17. Presland, J.; Timmins, R.G.; Maniar, N.; Tofari, P.J.; Kidgell, D.; Shield, A.J.; Dickson, J.; Opar, D.A. Muscle Activity and Activation in Previously Strain-Injured Lower Limbs: A Systematic Review. Sports Med. 2021, 51, 2311–2327. [Google Scholar] [CrossRef]
  18. Timmins, R.G.; Shield, A.J.; Williams, M.D.; Lorenzen, C.; Opar, D.A. Biceps femoris long head architecture: A reliability and retrospective injury study. Med. Sci. Sports Exerc. 2015, 47, 905–913. [Google Scholar] [CrossRef] [Green Version]
  19. De Lima-E-Silva, F.X.; Oliveira, G.S.; Medeiros, T.M.; Dornelles, M.P.; Ribeiro-Alvares, J.B.A.; Baroni, B.M. Flexibility, strength, and fascicle length of football players with and without history of hamstring strain injury in the prior season. Sci. Med. Footb. 2020, 4, 322–328. [Google Scholar] [CrossRef]
  20. Nin, D.Z.; Pain, M.T.G.; Lim, Y.I.I.H.; Kong, P.U.I.W. Hamstring muscle architecture and viscoelastic properties: Reliability and retrospective comparison between previously injured and uninjured athletes. J. Mech. Med. Biol. 2021, 21, 2150007. [Google Scholar] [CrossRef]
  21. Timmins, R.G.; Bourne, M.N.; Hickey, J.T.; Maniar, N.; Tofari, P.J.; Williams, M.D.; Opar, D.A. Effect of prior injury on changes to biceps femoris architecture across an australian football league season. Med. Sci. Sports Exerc. 2017, 49, 2102–2109. [Google Scholar] [CrossRef] [PubMed]
  22. Avrillon, S.; Hug, F.; Guilhem, G. Bilateral differences in hamstring coordination in previously injured elite athletes. J. Appl. Physiol. 2020, 128, 688–697. [Google Scholar] [CrossRef] [Green Version]
  23. Silder, A.; Thelen, D.G.; Heiderscheit, B.C. Effects of prior hamstring strain injury on strength, flexibility, and running mechanics. Clin. Biomech. 2010, 25, 681–686. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Freitas, S.R.; Abrantes, F.; Santos, F.; Mascarenhas, V.; Oliveira, R.; Firmino, T.; Mendes, B.; Cerda, M.; Vaz, J.R. Is Biceps Femoris Aponeurosis Size an Independent Risk Factor for Strain Injury? Int. J. Sports Med. 2020, 41, 552–557. [Google Scholar] [CrossRef] [PubMed]
  25. Rehorn, M.R.; Blemker, S.S. The effects of aponeurosis geometry on strain injury susceptibility explored with a 3D muscle model. J. Biomech. 2010, 43, 2574–2581. [Google Scholar] [CrossRef] [Green Version]
  26. Tarantino, D.; Brancaccio, P. Sports Injury prevention: A concise review. Pharmacologyonline 2019, 1, 1–11. [Google Scholar]
  27. Downs, S.H.; Black, N. The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. J. Epidemiol. Community Health 1998, 52, 377–384. [Google Scholar] [CrossRef] [Green Version]
  28. Freckleton, G.; Pizzari, T. Risk factors for hamstring muscle strain injury in sport: A systematic review and meta-analysis. Br. J. Sports Med. 2013, 47, 351–358. [Google Scholar] [CrossRef] [Green Version]
  29. Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Lawrence Erlbaum Associates, Publishers: Hillsdale, NJ, USA, 1988. [Google Scholar]
  30. Higgins, J.P.T.; Green, S. Cochrane Handbook for Systematic Reviews of Interventions; Wiley-Blackwell: Chichester, UK; Hoboken, NJ, USA, 2008. [Google Scholar]
  31. Sterne, J.A.C.; Egger, M.; Smith, G.D. Systematic reviews in health care: Investigating and dealing with publication and other biases in meta-analysis. BMJ 2001, 323, 101–105. [Google Scholar] [CrossRef]
  32. Green, B.; Bourne, M.N.; Pizzari, T. Isokinetic strength assessment offers limited predictive validity for detecting risk of future hamstring strain in sport: A systematic review and meta-analysis. Br. J. Sports Med. 2018, 52, 329–336. [Google Scholar] [CrossRef]
  33. Bourne, M.N.; Opar, D.A.; Williams, M.D.; Shield, A.J. Eccentric knee flexor strength and risk of hamstring injuries in rugby union. Am. J. Sports Med. 2015, 43, 2663–2670. [Google Scholar] [CrossRef] [PubMed]
  34. Mühlenfeld, N.; Steendahl, I.B.; Berthold, D.P.; Meyer, T.; Hauser, T.; Wagner, N.; Sander, A.-L.; Marzi, I.; Kaltenbach, B.; Yel, I.; et al. Assessment of muscle volume using magnetic resonance imaging (MRI) in football players after hamstring injuries. Eur. J. Sport Sci. 2021, 1–9. [Google Scholar] [CrossRef] [PubMed]
  35. Nagano, Y.; Higashihara, A.; Edama, M. Change in muscle thickness under contracting conditions following return to sports after a hamstring muscle strain injury—A pilot study. Asia-Pac. J. Sport. Med. Arthrosc. Rehabil. Technol. 2015, 2, 63–67. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Bourne, M.N.; Opar, D.A.; Williams, M.D.; Al Najjar, A.; Shield, A.J. Muscle activation patterns in the Nordic hamstring exercise: Impact of prior strain injury. Scand. J. Med. Sci. Sport. 2016, 26, 666–674. [Google Scholar] [CrossRef] [Green Version]
  37. Silder, A.; Reeder, S.B.; Thelen, D.G. The influence of prior hamstring injury on lengthening muscle tissue mechanics. J. Biomech. 2010, 43, 2254–2260. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  38. Fyfe, J.J.; Opar, D.A.; Williams, M.D.; Shield, A.J. The role of neuromuscular inhibition in hamstring strain injury recurrence. J. Electromyogr. Kinesiol. 2013, 23, 523–530. [Google Scholar] [CrossRef] [Green Version]
  39. Sole, G.; Milosavljevic, S.; Nicholson, H.; Sullivan, S.J. Altered muscle activation following hamstring injuries. Br. J. Sports Med. 2012, 46, 118–123. [Google Scholar] [CrossRef] [Green Version]
  40. Sole, G.; Milosavljevic, S.; Nicholson, H.; Sullivan, S.J. Selective Strength Loss and Decreased Muscle Activity in Hamstring Injury. J. Orthop. Sports Phys. Ther. 2011, 41, 354–363. [Google Scholar] [CrossRef]
  41. Timmins, R.G.; Bourne, M.N.; Shield, A.J.; Williams, M.D.; Lorenzen, C.; Opar, D.A. Short biceps femoris fascicles and eccentric knee flexor weakness increase the risk of hamstring injury in elite football (soccer): A prospective cohort study. Br. J. Sports Med. 2016, 50, 1524–1535. [Google Scholar] [CrossRef]
  42. Kellis, E.; Galanis, N.; Natsis, K.; Kapetanos, G. Validity of architectural properties of the hamstring muscles: Correlation of ultrasound findings with cadaveric dissection. J. Biomech. 2009, 42, 2549–2554. [Google Scholar] [CrossRef]
  43. Sahinis, C.; Kellis, E.; Galanis, N.; Dafkou, K.; Ellinoudis, A. Intra- and inter-muscular differences in the cross-sectional area of the quadriceps muscles assessed by extended field-of-view ultrasonography. Med. Ultrason. 2020, 22, 152–158. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Miokovic, T.; Armbrecht, G.; Felsenberg, D.; Belavy, D.L. Heterogeneous atrophy occurs within individual lower limb muscles during 60 days of bed rest. J. Appl. Physiol. 2012, 113, 1545–1559. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. Opar, D.A.; Williams, M.D.; Shield, A.J. Hamstring strain injuries: Factors that lead to injury and re-injury. Sports Med. 2012, 42, 209–226. [Google Scholar] [CrossRef] [PubMed]
  46. Timmins, R.G.; Opar, D.A.; Williams, M.D.; Schache, A.G.; Dear, N.M.; Shield, A.J. Reduced biceps femoris myoelectrical activity influences eccentric knee flexor weakness after repeat sprint running. Scand. J. Med. Sci. Sports 2014, 24, e299–e305. [Google Scholar] [CrossRef] [Green Version]
  47. Askling, C.M.; Heiderscheit, B.C. Acute hamstring muscle injury: Types, rehabilitation, and return to sports. In Sports Injuries: Prevention, Diagnosis, Treatment and Rehabilitation, 2nd ed.; Doral, M., Karlsson, J., Eds.; Springer: Berlin/Heidelberg, Germany, 2015; pp. 2137–2147. ISBN 9783642365690. [Google Scholar]
Figure 1. Flow diagram outlining steps for study inclusion/exclusion in this review.
Figure 1. Flow diagram outlining steps for study inclusion/exclusion in this review.
Jfmk 07 00016 g001
Figure 2. Forest plot of biceps femoris long head fascicle length and angle of pennation in injured versus contralateral limb of athletes with a previous hamstring strain.
Figure 2. Forest plot of biceps femoris long head fascicle length and angle of pennation in injured versus contralateral limb of athletes with a previous hamstring strain.
Jfmk 07 00016 g002
Figure 3. Forest plot of muscle thickness of biceps femoris long head and semitendinosus in injured versus the contralateral limb of athletes with a previous hamstring strain.
Figure 3. Forest plot of muscle thickness of biceps femoris long head and semitendinosus in injured versus the contralateral limb of athletes with a previous hamstring strain.
Jfmk 07 00016 g003
Figure 4. Forest plot of differences in volume of biceps femoris long and short heads and semitendinosus between individuals with a previous hamstring strain and controls.
Figure 4. Forest plot of differences in volume of biceps femoris long and short heads and semitendinosus between individuals with a previous hamstring strain and controls.
Jfmk 07 00016 g004
Figure 5. Forest plot of differences in fascicle length, pennation angle and muscle thickness of biceps femoris long head between individuals with a previous hamstring strain and controls.
Figure 5. Forest plot of differences in fascicle length, pennation angle and muscle thickness of biceps femoris long head between individuals with a previous hamstring strain and controls.
Jfmk 07 00016 g005
Table 1. Risk of bias assessment.
Table 1. Risk of bias assessment.
Study1235671011121618202125272829Total%Quality
Avrillon et al. [22]111211100111100111470High
Bourne et al. [33]111111100111101201470High
de Lima-E-Silva et al. [19]111211100111100201470High
Freitas et al. [24]111211100111101201470High
Mühlenfeld et al. [34]111211100111100221680High
Nagano et al. [35]11111100010110000945Low
Nin et al. [20]111111000111100001050Low
Sanfilippo et al. [6]111211100111110221785High
Silder et al. [23]111011100111010211365Low
Timmins et al. [18]111111100111111211680High
Timmins et al. [21]111211000111101101365Low
Table 2. General characteristics of the included studies.
Table 2. General characteristics of the included studies.
StudyParticipants (Age)Injured MuscleTime from Injury MuscleArchitectureImaging Technique
Avrillon et al. [22]17 M elite sprinters and long jumpers
(26.3 ± 5.5 yrs)
BFlh98.2 ± 53.3
days
BFlh, BFsh, ST and SMPCSA, MV, FL *, PA *MRI and US
Bourne et al. [33]10 M recreationally active, (21.6 ± 1.9 yrs)7 BFlh, 2 ST, 1 SMwithin the previous 24 monthsHamstrings ACSAMRI
de Lima-E-Silva et al. [19]80 M football players
I: 20 (22.10 ± 3.65 yrs), CG: 60 (19.25 ± 2.40 yrs)
(Not specified)Prior football seasonBFlhFLUS
Freitas et al. [24]40 M professional football players
I: 9 (28.6 ± 5.2 yrs), CG: 31 (23.3 ± 4.3 yrs)
BFlh1.41 ± 1.04 yearsBFlhMV, ACSA, aponeurosisMRI
Mühlenfeld et al. [34]20 M football players (25 ± 4 yrs)Whole group45 ± 15 h HamstringsMVMRI
Nagano et al. [35]6 M track and field sprinters (20.3 ± 0.8 yrs)Not specified2–8 weeksBFlh, STMTUS
Nin et al. [20]15 M athletes, IG:5 (22.8 ± 1.9 yrs)
CG: 10 (23.2 ± 2.1 yrs)
BFlh18 monthsBFlh, STMT, PA, FLUS
Sanfilippo et al. [6]IG: 22 M and F recreational athletes (24 ± 9 yrs)16 BFlh, 4 SM, 2 SM26 (17–49 days)BFlh, BFsh STMVMRI
Silder et al. [23]IG: 18 M and F athletes (24 ± 9 yrs)BFlh5–13 monthsBFlhTendon volumeMRI
Timmins et al. [18]20 M recreationally active and 16 elite athletes
IG:16 (23.7 ± 3.3 yrs), CG: 20 (26.1 ± 7.4 yrs)
BFlh18 monthsBFlhMT, PA, FLUS
Timmins et al. [21]30 M elite Australian Football
IG:12 (22.9 ± 2.6 yrs), CG: 18 (23.5 ± 3.9 yrs)
BFlh12 monthsBFlhFL, MT, PAUS
M: Male; F: Female; I: injured; CG: Control Group; HSI: Hamstring Strain Injury; BFlh: Biceps Femoris long head; BFsh: Biceps Femoris short head; SM: Semimembranosus; ST: Semitendinosus; PCSA: Physiological Cross-Sectional Area; MV: Muscle Volume; FL: Fascicle Length; PA: Pennation Angle; ACSA: Anatomical Cross-Sectional Area; MT: Muscle Thickness; US: Ultrasound; MRI: Magnetic Resonance Imaging. * Calculated for BFlh, BFsh and SM.
Table 3. Results of best evidence synthesis of studies that compared muscle architecture between injured and non-injured limb in participants with previous hamstring injury.
Table 3. Results of best evidence synthesis of studies that compared muscle architecture between injured and non-injured limb in participants with previous hamstring injury.
ParameterRisk BiasDiffEvidence LevelStudies
Fascicle Length
SM, BFshLowModerateAvrillon et al. [22]
STHighLimitedNin et al. [20]
BFlh FL/muscle lengthLowModeratede Lima-E-Silva et al. [19]
BFlh FL, BFlh FL/muscle thickness at 0, 25, 50 and 75% MVCLowModerateTimmins et al. [18]
Pennation Angle
SMLowModerateAvrillon et al. [22]
BFshLowModerateAvrillon et al. [22]
STHighLimitedNin et al. et al. [20]
BFlh at 25, 50 and 75% MVCLowModerateTimmins et al. [18]
Muscle thickness
BFlh, ST during contractionHighLimitedNagano et al. [35]
BFlh at 25, 50 and 75% MVCLowModerateTimmins et al. [18]
Physiological Cross-sectional area
ST, SM, BFlh, BFshLowModerateAvrillon et al. [22]
ST/HamstringsLowModerateAvrillon et al. [22]
SM/HamstringsLowModerateAvrillon et al. [22]
BFlh/HamstringsLowModerateAvrillon et al. [22]
Anatomical Cross-sectional area
BFlhLowModerateFreitas et al. [24]
HamstringsLowModerateBourne et al. [33]
Muscle Volume
SMLowModerateAvrillon et al. [22]
HamstringsLowModerateMühlenfeld et al. [34]
Tendon/aponeurosis
BFlh aponeurosis Width, Area, VolumeLowModerateFreitas et al. [24]
BFlh tendon VolumeHighLimSilder et al. [23]
Diff: difference between injured and contralateral leg muscle; ↓: injured limb lower or ↑ greater or ↔ no different compared to the contralateral leg; SM: Semitendinosus; BFsh: Biceps Femoris short head; BFlh: Biceps Femoris long head; ST: Semitendinosus; FL: Fascicle Length; MVC: Maximum Voluntary Contraction.
Table 4. Results of best evidence synthesis of studies that compared muscle architecture between participants with previous hamstring injury and controls.
Table 4. Results of best evidence synthesis of studies that compared muscle architecture between participants with previous hamstring injury and controls.
ParameterRisk BiasDiffEvidence LevelStudies
Fascicle Length
BFlh FL/muscle lengthLowModeratede Lima-E-Silva et al. [19]
BFlh FL/muscle thickness, BFlh FL at 25, 50 and 75% MVCLowModerateTimmins et al. [18]
STHighLimitedNin et al. [20]
Pennation Angle
BFlh at 25, 50 and 75% MVCLowModerateTimmins et al. [18]
STHighLimitedNin et al. [20]
Muscle thickness
STHighLimitedNin et al. [20]
BFlh at 25, 50 and 75% MVCLowModerateTimmins et al. [18]
Volume and Cross-sectional area
BFlhLowModerateFreitas et al. [24]
Aponeurosis
BFlh width, area, volumeLowModerateFreitas et al. [24]
Diff = difference between groups; ↓ = injured lower compared to control group; ↑ = injured greater compared to control group; ↔ = injured not different compared to control group; SM: Semitendinosus; BFsh: Biceps Femoris short head; BFlh: Biceps Femoris long head; ST: Semitendinosus; FL: Fascicle Length; MVC: Maximum Voluntary Contraction.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Kellis, E.; Sahinis, C. Is Muscle Architecture Different in Athletes with a Previous Hamstring Strain? A Systematic Review and Meta-Analysis. J. Funct. Morphol. Kinesiol. 2022, 7, 16. https://doi.org/10.3390/jfmk7010016

AMA Style

Kellis E, Sahinis C. Is Muscle Architecture Different in Athletes with a Previous Hamstring Strain? A Systematic Review and Meta-Analysis. Journal of Functional Morphology and Kinesiology. 2022; 7(1):16. https://doi.org/10.3390/jfmk7010016

Chicago/Turabian Style

Kellis, Eleftherios, and Chrysostomos Sahinis. 2022. "Is Muscle Architecture Different in Athletes with a Previous Hamstring Strain? A Systematic Review and Meta-Analysis" Journal of Functional Morphology and Kinesiology 7, no. 1: 16. https://doi.org/10.3390/jfmk7010016

APA Style

Kellis, E., & Sahinis, C. (2022). Is Muscle Architecture Different in Athletes with a Previous Hamstring Strain? A Systematic Review and Meta-Analysis. Journal of Functional Morphology and Kinesiology, 7(1), 16. https://doi.org/10.3390/jfmk7010016

Article Metrics

Back to TopTop