Introduction
Adjacent segment disease (ASD) is a major complication of spinal fusion surgery, with a reported incidence of 37.4% within 5 to 20 years postoperatively [
1]. Numerous studies have identified potential risk factors for ASD, such as age, sex, osteoporosis, number of fused segments, and laminectomy at the segment adjacent to fusion [
2‐
4]. Most of such potential risk factors are not modifiable and failed to fully explain the occurrence of ASD. However, biomechanical consequences of spinal fusion, even if potentially modifiable, are currently not sufficiently considered as powerful contributors to ASD. Some cadaveric studies have shown an increase in the forces and range of motion at the adjacent intervertebral joint [
5,
6]. Other biomechanical consequences include the amount of stress on the adjacent disc [
7], sagittal balance [
8‐
10], pelvic parameters [
11], and the amount of postoperative lumbar lordosis [
12]. These biomechanical consequences of spinal fusion are identified indeed, yet not used on a patient-specific level to prove their potential contribution to ASD.
We aimed to investigate whether biomechanical changes in the lower lumbosacral region, which account for 66% of the lumbar lordosis on average [
13], affect the development of ASD using a patient-specific biomechanical modeling approach. We chose to compare patients who underwent revision surgery for ASD after L4/5 single-level spinal fusion to a control group of patients without ASD after L4/5 single-level spinal fusion (CTRL group). We hypothesized that the effect of fusion surgery on musculoskeletal loads differs between CTRL and ASD patients. If so, this would imply that the risk of ASD could be determined and modified preoperatively by patient-specific musculoskeletal analyses of biomechanical consequences of spinal fusion on muscle activity and joint loads.
Discussion
Among many potential factors influencing the development of ASD, biomechanical factors are modifiable by the surgeon, however yet not fully understood. Patient-specific musculoskeletal analyses of biomechanical consequences of spinal fusion could have predictive merits towards development of ASD and modify clinical decision making and surgical planning. Comparing the biomechanical effects of fusion on a patient-specific level allowed us to reveal important differences of patients with ASD versus without.
This concept is in concordance with several other studies that have shown that spinal fusion may result in an increase in motion and forces in the epifusional segment [
5,
6,
20] based on cadaveric or finite element investigations. Abode-Iyamah et al. found significant increasing disc pressure in the adjacent segment in a cadaveric study of nine specimens after lumbar spinal fusion [
21]. Forces reported in such studies often rely on intradiscal pressure measurements, which are known to correlate with compressive loads in the discs. However,
shear is an important loading mode in the context of onset and progression of disc degeneration [
22,
23]. The loading of intervertebral segments in general is predominantly a result of body weight and active force contribution due to muscular activity. The separation of overall loads into shear and compressive load components are mainly a result of the orientation of the disc, and thus dependent on segmental kinematics during body movement. While cadaveric studies and most finite element studies do not assess the active load contribution of muscles, musculoskeletal modeling and simulation is capable of integrating muscle forces into analyses [
17,
18,
24]. Therefore, the present study used the approach of patient-specific
musculoskeletal analysis to address the hypothesis that muscular activity and intervertebral loading in patients with ASD differ from those in asymptomatic controls.
In the present study, two very homogenous groups were compared, initially having the same level fusion, the same demographic factors and did not show any difference in pre- and postoperative spinopelvic parameters nor in the Roussouly classification. The here demonstrated results confirmed the hypothesis that the asymptomatic CTRL group had less total activity of the core- and paraspinal muscles after L4/5 spinal fusion compared with the activity prior to fusion. In contrast, the ASD group demonstrated unchanged muscular activity. As the loading of intervertebral joints largely depends on muscular activity, these results also suggest the presence of larger and potentially adverse loading in patients who developed ASD. The increased postoperative muscle activity in the ASD group as compared to the CTRL group during upright standing may also be explained by a less balanced upper body posture in the ASD group, which requires higher muscle forces to maintain equilibration. Therefore, as expected, the ASD group also had greater compressive forces in the upright standing posture as compared to the CTRL group. The finding of this simulation may be used in preoperative planning to find the best possible sagittal alignment for every patient in order to have the least amount of muscle activity and compression forces after surgery. Hence, the presented method offers a possibility to surgeons to preoperatively simulate and calculate the optimal fusion parameters for each patient, in order to achieve lower loadings and reducing the risk of ASD. Excitingly, a difference between the two groups was seen in our biomechanical analysis, which could not be seen with the established conventional spinopelvic parameters. Thus, a more accurate and precise preoperative planning might be made with the presented simulation as compared to the conventional preoperative planning currently used for the majority of surgical planning.
As with any patient-specific simulation study, the modeling process was governed by simplifications and assumptions. General limitations are presented and discussed in detail in previous publications [
17,
24]. The following specific limitations were identified for the present cohort study: First, the muscle properties and body masses could not be fully individualized. Although this means that the models were less personalized, this method was justified because it enabled the comparison of results between patients and groups without normalization. Also, the spinopelvic anatomy, which is considered the major risk factor for ASD, was specifically represented in all models. It was individualized based on lateral X-rays, with the inherent blurring of the beam path. The projection angle of the spinopelvic system was adjusted and the beam magnification balanced by the bicoxofemoral axis. After adjustment, the effects of X-ray imaging on spinal alignment were considered minimal. On the contrary, conventional radiographs had a remarkable advantage over other imaging modalities such as CTs: the standing posture of the patients. This is more representative to loading scenarios in daily living, as well as more accurate for the assessment of spinopelvic alignment, thus better justifying comparison to the existing literature. Second, the assumed segmental kinematics for obtaining the flexed postures were generic, and therefore the simulated slope angles of intervertebral discs in the flexed posture may have deviated from reality. Although this is not particularly relevant for muscle activity and total joint loads, it affects the breakdown of loads into shear and compression. Despite recent efforts to successfully quantify the motion of vertebrae in vivo [
25], there is currently no method allowing continuous and systematic assessment of spinal kinematics. Consequently, it is necessary to use a generally assumed spinal kinematic rhythm when simulating postures for which no radiological data exist. Third, given the variability of anatomy and conditions of spinal fusion patients in combination with the multifactorial pathogenesis of ASD, the patient population included in the present retrospective study was fairly limited. Future investigations including other single- and multi-level fusions as well as prospective studies are likely to provide even clearer separations between groups. And last, the degeneration of the adjacent segments was not taken into consideration with this simulation, yet we know about the change of forces with the increasing degeneration of a segment [
26]. But since the patients of the two groups did not have a difference between the preoperative degeneration of the adjacent segment this factor might in our case be neglected.
The differences of the forces between the groups were in many measures very small. One can imagine that these parameters gain significance with increased body weight, especially around the waist and trunk as well as with more physical work. These may also be risk factors and influence the occurrence of an ASD but in our case had no significant difference between the groups. The total muscle activation is also a sign of a worse osseous balance, which is reinforced with additional body weight and with physically demanding work.
The study limitations explain, to some extent, the clearer separation between the present ASD and CTRL groups for muscle loads than for joint loads. The muscle activity is mainly a direct result of the posture and anatomy. In contrast, the shear and compression components depend on the muscle activity, as well as on the anatomy and kinematics. The high sensitivity of load components to disc orientations, which are modeled with limited accuracy, may thus reduce the intergroup differences in shear forces.
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