Willeke A. Traa’s research while affiliated with Eindhoven University of Technology and other places

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Publications (15)


There is an individual tolerance to mechanical loading in compression induced deep tissue injury
  • Article

February 2019

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43 Reads

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12 Citations

Clinical Biomechanics

Willeke A. Traa

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Mark C. van Turnhout

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Cees W.J. Oomens

p>Background: deep tissue injury is a type of pressure ulcer which originates subcutaneously due to sustained mechanical loading. The relationship between mechanical compression and damage development has been extensively studied in 2D. However, recent studies have suggested that damage develops beyond the site of indentation. The objective of this study was to compare mechanical loading conditions to the associated damage in 3D. Methods: an indentation test was performed on the tibialis anterior muscle of rats (n = 39). Changes in the form of oedema and structural damage were monitored with MRI in an extensive region. The internal deformations were evaluated using MRI based 3D finite element models. Findings: damage propagates away from the loaded region. The 3D analysis indicates that there is a subject specific tolerance to compression induced deep tissue injury. Interpretation: Individual tolerance is an important factor when considering the mechanical loading conditions which induce damage.</p


Fig. 1. Axial MRI T 2 -maps of distinct animals at three time points. The position of the indenter is indicated with an * in B-E-H.
Fig. 2. Elevated T 2 volume of the region of interest for individual animals in the indentation group. Animals 8 and 9 were excluded from analysis due to an insufficient number of accepted slices. The animals shown in Fig. 1 are indicated with an *.
Fig. 3. Kinetic profiles for individual animals for troponin (A-B) and myoglobin (C-D) in blood plasma. Left column; indentation group (A-C) right column; sham group (B-D).
Fig. 4. Excreted amount of myoglobin in urine for individual animals in the A) indentation group; B) sham group.
Fig. 5. The kinetic parameters of the biomarkers measured in blood for each animal. The indentation group is shown in black, sham group in grey. The amplitude of the response, represented by the maximal measured concentration, is shown for myoglobin in A) and troponin in B). The area under the curve (AUC) is shown for myoglobin in B) and troponin in D). * The AUC of myoglobin in blood was not calculated for animal 8 due to 2 consecutive samples missing.

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Myoglobin and troponin Concentrations are increased in early stage deep tissue injury
  • Article
  • Full-text available

December 2018

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205 Reads

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16 Citations

Journal of the Mechanical Behavior of Biomedical Materials

Pressure-induced deep tissue injury is a form of pressure ulcer which is difficult to detect and diagnose at an early stage, before the wound has severely progressed and becomes visible at the skin surface. At the present time, no such detection technique is available. To test the hypothesis that muscle damage biomarkers can be indicative of the development of deep tissue injury after sustained mechanical loading, an indentation test was performed for 2 h on the tibialis anterior muscle of rats. Myoglobin and troponin were analysed in blood plasma and urine over a period of 5 days. The damage as detected by the biomarkers was compared to damage as observed with T2 MRI to validate the response. We found that myoglobin and troponin levels in blood increased due to the damage. Myoglobin was also increased in urine. The amount of damage observed with MRI immediately after loading had a strong correlation with the maximal biomarker levels: troponin in blood rs = 0.94; myoglobin in blood rs = 0.75; and myoglobin in urine rs = 0.57. This study suggests that muscle damage markers measured in blood and urine could serve as early diagnosis for pressure induced deep tissue injury.

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MRI based 3D finite element modelling to investigate deep tissue injury

November 2018

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78 Reads

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8 Citations

Pressure ulcers occur due to sustained mechanical loading. Deep tissue injury is a severe type of pressure ulcer, which is believed to originate in subcutaneous tissues adjacent to bony prominences. In previous experimental-numerical studies the relationship between internal tissue state and damage development was investigated using a 2D analysis. However, recent studies suggest that a local analysis is not sufficient. In the present study we developed a method to create animal-specific 3D finite element models of an indentation test on the tibialis anterior muscle of rats based on MRI data. A detailed description on how the animal specific models are created is given. Furthermore, two indenter geometries are compared and the influence of errors in determining the indenter orientation on the resulting internal strain distribution in a defined volume of tissue was investigated. We conclude that with a spherically-shaped indenter errors in estimating the indenter orientation do not unduly influence the results of the simulation.


An advanced magnetic resonance imaging perspective on the etiology of deep tissue injury

March 2018

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68 Reads

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19 Citations

Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology

Early diagnosis of deep tissue injury remains problematic due to the complicated and multi-factorial nature of damage induction, and the many processes involved in damage development and recovery. In this paper we present a comprehensive assessment of deep tissue injury development and remodeling in a rat model by multi-parametric magnetic resonance imaging (MRI) and histopathology. The tibialis anterior muscle of rats was subjected to mechanical deformation for 2 h. Multi-parametric in vivo MRI, consisting of T2, T2∗, mean diffusivity (MD), and angiography measurements, was applied before, during, and directly after indentation, as well as at several time points during a 14 days follow-up. MRI readouts were linked to histological analyses of the damaged tissue. The results showed dynamic change in various MRI parameters, reflecting the histopathological status of the tissue during damage induction and repair. Increased T2corresponded with edema, muscle cell damage, and inflammation. T2∗ was related to tissue perfusion, hemorrhage, and inflammation. MD increase and decrease reported on the tissue's microstructural integrity and reflected muscle degeneration, edema, as well as fibrosis. Angiography provided information on blockage of blood flow during deformation. Our results indicate that the effects of a single damage causing event of only 2 h deformation were present up to 14 days. The initial tissue response to deformation, as observed by MRI, starts at the edge of the indentation. The quantitative MRI readouts provided distinct and complementary information on the extent, temporal evolution, and microstructural basis of deep tissue injury related muscle damage.



A MRI-Compatible Combined Mechanical Loading and MR Elastography Setup to Study Deformation-Induced Skeletal Muscle Damage in Rats

January 2017

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272 Reads

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26 Citations

Deformation of skeletal muscle in the proximity of bony structures may lead to deep tissue injury category of pressure ulcers. Changes in mechanical properties have been proposed as a risk factor in the development of deep tissue injury and may be useful as a diagnostic tool for early detection. MRE allows for the estimation of mechanical properties of soft tissue through analysis of shear wave data. The shear waves originate from vibrations induced by an external actuator placed on the tissue surface. In this study a combined Magnetic Resonance (MR) compatible indentation and MR Elastography (MRE) setup is presented to study mechanical properties associated with deep tissue injury in rats. The proposed setup allows for MRE investigations combined with damage-inducing large strain indentation of the Tibialis Anterior muscle in the rat hind leg inside a small animal MR scanner. An alginate cast allowed proper fixation of the animal leg with anatomical perfect fit, provided boundary condition information for FEA and provided good susceptibility matching. MR Elastography data could be recorded for the Tibialis Anterior muscle prior to, during, and after indentation. A decaying shear wave with an average amplitude of approximately 2 μm propagated in the whole muscle. MRE elastograms representing local tissue shear storage modulus Gd showed significant increased mean values due to damage-inducing indentation (from 4.2 ± 0.1 kPa before to 5.1 ± 0.6 kPa after, p<0.05). The proposed setup enables controlled deformation under MRI-guidance, monitoring of the wound development by MRI, and quantification of tissue mechanical properties by MRE. We expect that improved knowledge of changes in soft tissue mechanical properties due to deep tissue injury, will provide new insights in the etiology of deep tissue injuries, skeletal muscle damage and other related muscle pathologies.




S1 Fig

January 2017

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19 Reads

Photograph of a rat positioned in the setup. Rat, Indentation and MRE component are indicated with arrows. In A, the indentor, put through the surface RF coil, positioned on top of TA muscle in rats hindleg, and the MRE piston attached at distal side of TA muscle are shown. Indentation component is removed in B, revealing the MRE component and surface coil. Pre-amplifier block of the surface coil, the respiratory sensor and the rectal temperature probe are also visible. Anesthesia mask and rat’s head are underneath the pre-amplifier block. (TIF)


Magnetic resonance elastography characterization of skeletal muscle stiffness changes resulting from pressure ulcers

Synopsis We have investigated the feasibility of using Magnetic Resonance Elastography (MRE) to quantify muscle-tissue mechanical properties and changes therein related to the development of deep tissue injury type of pressure ulcers. MRE measurements were performed before and after damage-inducing indentation of the tibialis-anterior muscle of Sprague Dawley rats. Current study demonstrates that changes in muscle-tissue mechanical properties associated with deep tissue injury can be quantiဠed by MRE. We expect that better knowledge of changes in soft tissue mechanical properties due to damage, measured with MRE, will provide new insights in the aetiology of deep tissue injury and other muscle pathologies. Target audience Scientists interested in pressure ulcer research, skeletal muscle damage, musculoskeletal MRI, and MR Elastography. Purpose We have investigated the feasibility of using Magnetic Resonance Elastography (MRE) to quantify muscle-tissue mechanical properties and changes therein related to the development of pressure ulcers, more speciဠcally wounds that develop in skeletal muscle (deep tissue injury). MRE measurements were performed before and after damage-inducing indentation of the tibialis anterior (TA) muscle of Sprague Dawley (SD) rats. Materials & Methods MR Compatible indentation and MRE setup: A detail of the setup for both indentation and MRE is shown in Fig. 1. The MRE piston is brought into motion via the drive rod attached to an electromagnetic shaker, placed outside the magnetic ဠeld of the MR scanner, and cantilever. The indentor can apply sustained mechanical loading to the TA muscle of rats. Rat model: 11 to 13 week-old SD rats (female, n=5) were measured. The right leg of the rat was shaved and placed in a plastic proဠle ဠlled with alginate molding substance for ဠxation, while keeping the TA muscle accessible for the indentor and the MRE piston. The MRE piston was gently placed against the tendon at the distal side of the TA muscle. Indentation of the TA muscle, for a period of 2 hours, took place in the MR scanner. In vivo MRI: A Bruker 7.0 T small animal scanner was used with a 2 cm diameter receive surface coil, placed on top of the TA muscle inside the MR compatible indentation setup, in combination with a 86 mm diameter excitation coil. Skeletal muscle injury was assessed with T-mapping MRI (Spin-Echo, 18 slices, FOV = 3 x 6 cm , MTX = 256 x 512, TE = 10.2 – 203.6 ms, 20 echoes, TR = 4s, fat suppression) and changes in mechanical properties with an in-house implemented fast MRE sequence (SE-MRE-EPI, 18 slices of 1 mm, FOV = 3 x 6 cm , MTX = 96 x 192, 16 MRE frames, s|p|f|ref-directions, acquisition time: 16 min). Measurements were performed before and up to 90 min after indentation. Data Analysis: MRE elastograms representing the real part of the complex shear modulus G , and quantitative T-maps were calculated. Results and Discussion Fig. 2 and Fig. 3 show animated gifs of the 16 frames MRE phase movies acquired pre and 45 min post 2h damage inducing indentation, respectively. A distinct change in wave pattern was observed, which can be explained by a change in tissue mechanical properties at the indentation site. In Fig. 4 and Fig. 5 the MRE 1,2 3 1 4 3 5 6 1 2 1 2 3 4 5 6 [1][2][3] [4] [5][6] 2 2 2 d 2 [7] elastograms (A) before, as well as (B) 45 min after 2 h of indentation are shown together with the corresponding T-maps (C-D) of two diတerent animals. Increased shear stiတness was observed in the TA in the elastograms that were measured following 2 hours of indentation. T-maps after indentation revealed elevated T values indicative for muscle damage in areas that co-localized with increased shear stiတness. The region of increased stiတness was less diတuse and smaller compared to the region of elevated T. We believe that the region of high shear stiတness highlights a spot with severe muscle damage, whereas elevated T results from edema surrounding the injury. We are currently performing histology to correlate MRI ဠndings with the histopathological status of the tissue. Conclusion This study demonstrates that changes in muscle-tissue mechanical properties associated with deep tissue injury can be quantiဠed by MRE. Interesting observations such as the hot spot of increased shear stiတness after indentation should be studied in more detail and validated with histology. We expect that improved knowledge of changes in soft tissue mechanical properties due to damage, measured with MRE, will provide new insights in the etiology of pressure ulcers and other related muscle pathologies.


Citations (5)


... Notably, the majority of the tissue damage was located close to and opposite to the indentation site whilst the middle regions of the muscle seemed intact. This is congruent with the results from fluorescence imaging as well other studies that reported a damage propagation away from the loaded region 28,29 . ...

Reference:

An ex vivo animal model to study the effect of transverse mechanical loading on skeletal muscle
There is an individual tolerance to mechanical loading in compression induced deep tissue injury
  • Citing Article
  • February 2019

Clinical Biomechanics

... секреции кортизола указывает на уменьшение действия стрессовых факторов (инфекция, травма, мультиорганная недостаточность и т. д.) [13,14]. Снижение уровня свободного миоглобина -кислородсвязывающего белка скелетных мышц -указывает на уменьшение степени кислородного долга и гиперпродукции цитокинов [15][16][17]. При 24-часовой инфузии дексмедетомидина достоверно ниже от исходных значений абсолютное и относительное содержание Т-лимфоцитов (СD3+СD19-), Т-хелперов (CD3+CD4+), абсолютное содержание Т-цитотоксических лимфоцитов (CD3+CD8+), В-лимфоцитов (CD-CD19+), NK-клеток общих (CD3-CD16+CD56+) (табл. 3). ...

Myoglobin and troponin Concentrations are increased in early stage deep tissue injury

Journal of the Mechanical Behavior of Biomedical Materials

... Age, impaired mobility, continence, temperature and nutrition are all factors that can contribute to the onset of DTI (Linder-Ganz et al., 2007;Westby et al., 2017;Oomens et al., 2003). However, the relatively large mechanical deformation of soft tissue seems to be the dominant initiating factor (Linder-Ganz et al., 2007;Bouten et al., 2003;Nelissen et al., 2018). ...

An advanced magnetic resonance imaging perspective on the etiology of deep tissue injury
  • Citing Article
  • March 2018

Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology

... Por todo esto, se hace necesario seguir investigando en el área puesto que las implicancias que podría alcanzar el uso de este dispositivo podrían no solo aportar en el ámbito de la prevención de las LPP, sino también en el comportamiento de este tipo de lesiones; en su evolución e incluso en los mecanismos de su cronicidad, aportando sustento al mecanismo de desarrollo de estas. Se espera por tanto que estudios futuros den cuenta de los procesos fisiopatológicos tras los cambios de las propiedades mecánicas musculo dañado y como estas generan cambios a corto y largo plazo(Nelissen et al., 2017;Febré-Vergara et al., 2023).Si bien ya desde el 2006, Quintavalle, planteó la posibilidad del uso de la HFUS a visualizar de forma temprana las lesiones por presión, aún los estudios son insuficientes y queda mucho por descubrir en el área.4 CONCLUSIÓNLas lesiones por presión (LPP) representan un desafío significativo en diversos entornos de atención en salud terciaria, especialmente entre pacientes críticos, quienes tienen una incidencia más altas en comparación con otros pacientes hospitalizados. ...

A MRI-Compatible Combined Mechanical Loading and MR Elastography Setup to Study Deformation-Induced Skeletal Muscle Damage in Rats