The association between morphological characteristics of paraspinal muscle and spinal disorders

Abstract

Background

Spinal disorders affect millions of people worldwide, and can cause significant disability and pain. The paraspinal muscles, located on either side of the spinal column, play a crucial role in the movement, support, and stabilization of the spine. Many spinal disorders can affect paraspinal muscles, as evidenced by changes in their morphology, including hypertrophy, atrophy, and degeneration.

Objectives

The objectives of this review were to examine the current literature on the relationship between the paraspinal muscles and spinal disorders, summarize the methods used in previous studies, and identify areas for future research.

Methods

We reviewed studies on the morphological characteristics of the paravertebral muscle and discussed their relationship with spinal disorders, as well as the current limitations and future research directions.

Results

The paraspinal muscles play a critical role in spinal disorders and are important targets for the treatment and prevention of spinal disorders. Clinicians should consider the role of the paraspinal muscles in the development and progression of spinal disorders and incorporate assessments of the paraspinal muscle function in clinical practice.

Conclusion

The findings of this review highlight the need for further research to better understand the relationship between the paraspinal muscles and spinal disorders, and to develop effective interventions to improve spinal health and reduce the burden of spinal disorders.

Keywords:

• Paraspinal muscle
• spinal disorders
• low back pain
• morphology
• radiography
• intervertebral disc herniation

1. Introduction

With the aging of the global population, clinicians worldwide will be required to manage an increasing number of spinal disorders. The elderly population poses a unique challenge to health care systems and spinal physicians [1]. Population-based studies have demonstrated that around 80 to 90% of individuals exhibit disk degeneration by the age of 50 years [2–5]. In addition, adult spinal deformity is highly prevalent in individuals aged older than 65 years, affecting between 32% and 68% of that population [6–8]. Spinal disorders contribute significantly to the incidence of disability and suffering. Globally, the prevalence and burden of musculoskeletal disorders are remarkably high [9,10]. Since 1990, the prevalence of these disorders has dramatically increased, making them a leading cause of global disability-adjusted life years [11]. Spinal disorders encompass a diverse spectrum of musculoskeletal issues that affect the spinal column and its associated structures. Spinal disorders can lead to disability, reduced mobility, and a decreased ability to perform daily activities, which can have a significant impact on an individual’s quality of life. Furthermore, spinal disorders are associated with a high economic burden because of lost productivity, increased healthcare costs, and a significant financial burden on individuals and society [12–19]. Therefore, it is crucial to develop effective prevention and management strategies to minimize their impact on individuals and society.

Scientific research has revealed that the paraspinal muscles are closely associated with some spinal disorders. The paraspinal muscles, or paravertebral muscles, especially the multifidus (MF), erector spinae (ES), and psoas major (PS), are a group of muscles located on either side of the spine and are important in spinal stability and function [20]. Several methods have been used to evaluate the function and morphology of the paraspinal muscles, such as biopsy, electromyography, and radiography. Biopsy can furnish tissue specimens for analysis, elucidating intricate details of muscle tissue but necessitating surgical intervention that may incite trauma and pain [21,22]. Electromyography allows for the appraisal of the interplay between nerves and muscles, but it is more susceptible to extraneous interference [22,23]. Some imaging techniques such as computed tomography (CT), magnetic resonance imaging (MRI), and ultrasound (US) have allowed for a more detailed assessment of the structure and function of the paraspinal muscles in individuals with spinal disorders, with the added benefits of non-invasiveness and obviating the need for surgical intervention [24–26].

Atrophy and degeneration of the paraspinal muscles can be evaluated using MRI. In early adulthood, the size of the paraspinal muscles is correlated with age and sex [27]. The ES in the old group showed a significant decrease in size and an increase in fat composition [28]. The degree of paraspinal muscle degeneration increases with age and an increase in BMI [29–31]. Additionally, abnormalities in the morphological characteristics of the paraspinal muscles have been reported in various spinal disorders [32–35]. Pathological changes in the paraspinal muscles were observed in patients with degenerative changes in lumbar structure [36]. The function and morphology of paraspinal muscles can not only reflect the functional status of the spine in spinal disorders but also provide a reference for the prognosis of disorders [37–40]. This relationship intimates the paraspinal muscles and could play an important role in the diagnosis and treatment of spinal disorders. Until the last century, few studies have described the role of the paraspinal muscles in spinal disorders. However, an increasing number of studies have been conducted on the relationship between paraspinal muscles and spinal disorders in the past decade. The conclusions of studies regarding the correlation between the paraspinal muscles and spinal disorders need to be summarized. Therefore, we have reviewed the morphological characteristics of paraspinal muscles in research, as well as studies related to the relationship between paraspinal muscles and spinal disorders, in order to make a positive impact in clinical practice.

2. Anatomical characteristics of paraspinal muscles

The main function of the paraspinal muscles is to extend the spine and play a role in spinal stabilization. The anatomy of the paraspinal muscles can be divided into three groups: anterior, lateral, and posterior. The anterior group muscles are located in front of the cervical spine and include the longus colli, longus capitis, rectus capitis anterior, and rectus capitis lateralis. The lateral group muscles include the anterior, middle, and posterior scalene muscles in the neck and the quadratus lumborum, PS, and psoas minor muscles in the abdomen. The posterior group muscles include the superficial trapezius, latissimus dorsi, levator scapulae, rhomboid muscles, the intermediate serratus posterior superior, serratus posterior inferior muscles, the deep ES (which includes the iliocostalis, longissimus, and spinalis), transversospinalis (which includes the MF, rotatores, and semispinalis), interspinales, intertransversarii, and levatores costarum muscles. The cervical spine has a remarkably wide range of motion. The cervical paraspinal muscles assist the neck in performing movements such as flexion, extension, lateral flexion, and rotation, ensuring the neck’s flexibility and the coordination of its motion. Deep extensor muscles have significant roles in preserving cervical sagittal balance [41]. The paraspinal muscles in the thoracic and lumbar spine work together to maintain body balance and stabilize the spine. Heightened muscle activity plays a pivotal role in stabilizing intervertebral motion segments during bending and other spinal movements [42]. They also actively participate in movements such as flexion, extension, lateral flexion, and rotation [43].

ES, MF, and PS are particularly beneficial for spinal stabilization and many studies have focused on them (Figure 1). ES originates from the dorsal sacrum, lumbar spinous processes, dorsal crista iliaca, and lumbodorsal fascia. The muscle fascicles are gradually divided into three parallel longitudinal muscle columns from inside to outside. The lateral part is the iliocostalis, middle part is the longissimus, and medial side is the spinalis. They end at the lower edge of the angulus costae, transverse processes of the cervical and thoracic vertebrae, and mastoid processes of the temporal and spinous processes of the cervical and thoracic vertebrae. These were divided into three parts. Iliocostalis includes costocervicalis, iliocostalis thoracis, and iliocostalis lumborum. Longissimus includes longissimus capitis, longissimus cervicis, and longissimus thoracis. Spininalis includes spinalis capitis, spinalis cervicis, and spinalis thoracis. The MF originates from the dorsal sacrum, transverse processes of the lumbar and thoracic vertebrae, and articular process of the fourth to seventh cervical vertebrae. The muscle fascicle crosses two to four vertebrae and ends at the spinous processes of all vertebrae, except the atlas. PS originates from the lateral aspect of the T12 vertebra, the lumbar vertebrae from L1 to L5 and intervertebral discs, and the anterior and inferior margins of all lumbar transverse processes. The muscle fascicles join the iliocostalis muscle inferiorly to form a sinew that passes through the anterior aspect of the iliopectineal eminence and anteromedial aspect of the hip joint capsule and ends at the femoral lesser trochanter [44–49] (Figure 2).

Figure 1. The anatomy of multifidus, psoas major and erector spinae.

Figure 2. The sectional anatomy of paraspinal muscles at cervical (a) and lumbar (b) spine.

At the micro level, there are three kinds of pure muscle fibers: type I slow-twitch oxidative, type IIa fast-twitch oxidation/glycolytic, and type IIx fast-twitch glycolytic fibers in paraspinal muscle fibers. Mixed muscle fibers were also discovered in the paraspinal muscles. The metabolic capability and contractile features of muscles are determined by the muscle fiber types [50]. A more fast-twitch glycolytic profile was found in the lumbar spinal musculature of patients with low back pain(LBP) than that of normal individuals [21]. However, a study demonstrated that in individuals with degenerative changes in lumbar structure, macroscopic and microscopic examinations of the muscle in the superficial and deep areas of the MF were the same [51]. Another study found that the ES of patients suffering from LBP contains prominent fewer glycolytic muscle fibers and more oxidative muscle fibers, while in the biopsy samples of the MF, no distinct change in muscle fiber type was found [50]. A study found no emphatic difference between individuals with or without chronic LBP (CLBP) in fiber type composition, not only by numbers but also by the proportional area occupied by fibers [52].

3. Morphological characteristics of the paraspinal muscles

A decrease in muscle mass and an increase in fat infiltration (FI) are common features of muscle degeneration. Both amyotrophy, which is always accompanied by a decreasing cross-sectional surface area (CSA) in the paraspinal muscles, and FI are considered to be important characteristics of the functional decline of the paraspinal muscles. More fat means lower quality in the paraspinal muscles, which could lead to a reduction in spinal function. When it comes to evaluating the morphology of the paraspinal muscles in clinical research, MRI is a common and non-invasive method that can provide valuable information. Some studies that compared MRI and histology have shown a close correlation and good agreement between imaging and histological analysis [53,54]. The two radiographic parameters that are often used are the CSA and FI. CSA reflects the size or mass of the muscle, whereas FI provides information about the fat content within the muscle tissue. Together, these parameters can help identify muscle atrophy, hypertrophy, and degeneration, which can be useful in diagnosing and managing spinal disorders.

3.1. CSA

CSA is a commonly used clinical indicator for evaluating paraspinal muscle degeneration, with a decrease in CSA indicating atrophy of paraspinal muscles. The region of interest (ROI) was determined along the muscle edge when measuring CSA. CSA can be measured using CT, MRI, and US, which can be measured as total CSA or gross CSA and functional CSA (FCSA). The ratio of FCSA to total CSA (FCSA/CSA) was calculated using these parameters. CSA asymmetry, the CSA of the paraspinal muscles relative to the CSA of the vertebral body (rCSA), can also be measured additionally [55–57] (Figure 3).

Figure 3. The example for measurement of CSA of multifidus (MF), psoas major (PS) and erector spinae(ES)on axial T2 weighted images.

CSA can be used to quantify atrophy and hypertrophy levels of the paraspinal muscles and to evaluate the function of the paraspinal muscles. The total content of lean muscle fibers in the confines of the lumbar paraspinal muscle fascia can be signified by FCSA to measure changes in muscle fibers [58]. Therefore, FCSA/CSA can not only evaluate the atrophy and hypertrophy levels of the paraspinal muscles but also the FI of the paraspinal muscles. Despite some studies concerning muscle fibers and nearby tissues, the concept of FCSA was first proposed by Ranson et al. in 2006 [24,59,60]. rCSA is the ratio of the total CSA of the paraspinal muscles to the CSA of the vertebra in the same segment [61]. It can be used to remove individual differences in muscle volume, so it is sometimes referred to as adjusted CSA (aCSA). The normalized FCSA difference index (CDI) is a type of evaluation index that is also considered as the degree of asymmetric change in the paraspinal muscles [62].

3.2. FI

FI is another commonly used indicator of paraspinal muscle degeneration. CT utilizes density values, whereas MRI employs signal intensity to reflect the degree of FI. FI can be measured using CT, MRI, and US, similar to the CSA. FI can also be classified by MR spectroscopy, which is a non-invasive method that can quantitatively analyze intramyocellular lipids (IMCLs) and extramyocellular lipids (EMCLs). The fatty infiltration rate (FIR or FI%) is the ratio of fat CSA to total CSA, or one minus the ratio of FCSA/CSA of the paraspinal muscles. The data obtained by separating the MR signals of water and fat can be utilized to quantify the fat fraction (FF) of the paraspinal muscles, which is the ratio of the signal intensity from water divided by the sum of the signal intensities from both water and fat [63,64]. In 1984, Dixon et al. introduced a simple method of proton chemical-shift imaging to separate signals from fat and water protons [65]. Subsequently, Buxton et al. introduced the concept of FF in 1986, based on this method [66]. Although there are differences in the calculation methods and results between FIR and FF, both are commonly used to assess FI (Table 1).

Table 1. Morphologic parameters, method of measurement and clinical significance of paraspinal muscles.

Parameters		Method of measurement	Clinical significance
CSA	total CSA	Manually marking ROI	Quantify the atrophy and hypertrophy level of paraspinal muscles
	FCSA	Manual segmentation of the lean paraspinal muscles	Total content of lean muscle fibers
		Thresholding the CSA of paraspinal muscles
	FCSA/CSA	The ratio of FCSA to the total CSA	The content of fat present within the muscle tissue
	rCSA or aCSA	The ratio of the paraspinal muscles total CSA to the CSA of the vertebra at the same segment	Remove the individual differences in muscle volume
FI	FIR	Fat CSA to total CSA	The content of fat present within the muscle tissue
		One minus the ratio of FCSA/CSA of the paraspinal muscles
	FF	The ratio of the signal intensity from water divided by the sum of the signal intensities from both water and fat	The content of fat present within the muscle tissue

aCSA: adjusted CSA; CSA: cross-sectional surface area; FCSA: functional CSA, FI: fat infiltration; FIR: fatty infiltration rate; FF: fat fraction; rCSA: the CSA of paraspinal muscle relative to the CSA of vertebral body; ROI: region of interest.

There are three methods for assessing FI: visual qualitative assessment, semiquantitative assessment, and quantitative assessment. Visual qualitative assessment, which is widely used in clinical practice, is a macroscopic and intuitive method for determining FI occurrence. However, accurate information cannot be provided, which limits its application in scientific research. Visual semiquantitative assessment is a straightforward method that combines qualitative and quantitative approaches for measuring FI. Semi-quantitative methods such as the Goutallier classification system have two obvious advantages: they not only characterize FI effortlessly like visual qualitative assessment but also provide semiquantitative and numerical scales that cannot be obtained by visual assessment merely for FI. If FI could not be measured accurately, the Goutallier classification might have been the best replacement for the quantitative quality of paraspinal muscles [67,68]. Although the semiquantitative method is an excellent measure, it has some inevitable disadvantages. There may be different consequences for experienced and inexperienced assessors. Moreover, the consequences were reported as an ordinal scale with discrete levels instead of consecutive results [57]. In contrast, the quantitative assessment of FI could yield more interesting and consecutive results. It is more suitable for research than clinical practice because it is more time-consuming.

Recently, the application of deep learning methods and artificial intelligence in result analysis has shown impressive achievements in research practices of paraspinal muscles such as convolutional neural networks, population-averaged MRI atlases, and multi-scale iterative random forest classifications. Accordingly, they may be efficient in quantifying the characteristics observed in spinal disorders. In addition, these methods can be used for predictive modeling, determining patient phenotypes through clustering, or building multivariable MRI-based biomarkers, as well as exploratory data analysis and hypothesis generation [25,69–72].

3.3. Others

Muscle thickness is a significant parameter that reflects the size and health status of the muscle and serves as an indicator of paraspinal muscle mass and function. Paraspinal muscle thickness can be measured by measuring the distance between the upper and lower parallel surfaces of the muscle in a transverse section in ultrasonography studies [73]. In clinical research, ultrasound measurement of muscle thickness is often a non-invasive, cost-effective, and user-friendly option.

The volume of the paraspinal muscles can be analyzed in three dimensions by segmenting them and other soft tissues in imaging sections using software processing [74,75]. Three-dimensional measurements can generate high-definition three-dimensional muscle images that can visually display the distribution and trends of the paraspinal muscles. An accurate measurement of the volume of the paraspinal muscles by considering the muscle changes in all three spatial dimensions is provided, thereby avoiding errors in two-dimensional measurements.

A prospective study was conducted to evaluate the quality of the paravertebral muscles using dual-energy X-ray absorptiometry. The results of this method showed a strong positive correlation with the 3D analysis of paravertebral muscle quality using MRI [76]. Recently, some studies demonstrated that Dual-energy CT is regarded as a promising radiographic technique to characterize the FI of the lumbar paraspinal muscles, which includes a prospective investigation [77,78]. The application of dual-energy X-ray absorptiometry may be valuable in the diagnosis osteoporosis and sarcopenia [76,79,80].

4. Paraspinal muscles and Cervical disorders

Paraspinal muscles play a vital role in supporting and stabilizing the cervical regions of the spine. When affected by a disorder or injury, these muscles can result in pain and decreased mobility. Cervical disorders that can affect the paraspinal muscles are common and can result from a range of causes including degenerative conditions, trauma, or poor posture. As a result, accurate diagnosis and effective management of these disorders are crucial for maintaining spinal function and improving quality of life.

4.1. Whiplash-associated disorder

Whiplash-associated disorder (WAD) refers to cervical spinal cord injury caused by abrupt acceleration-deceleration of the cervical vertebrae, which is common in car accidents. Several studies have argued that WAD often causes pathological changes in paraspinal muscles [81–87]. A cross-sectional study indicated that the extent and distribution of FI in the cervical MF and semispinalis cervicis muscle was quantified in individuals with chronic WAD, and a significant FI was found in patients with chronic WAD [81]. This result was corroborated by a prospective study with a larger cohort [82]. Two cross-sectional studies have demonstrated that there are differences in FI in different degrees of whiplash injuries. Larger amounts of FI in the cervical MF were found in individuals with heavy pain-related disability due to whiplash injury than in healthy individuals and those with light or moderate disability due to whiplash injury [83]. Another study confirmed this view and found that the grading method of qualitative FI by different FI frequencies demonstrated eminent predictability for differentiating between patients with light, moderate, and severe WAD [84]. FI of paraspinal muscles may hold potential clinical value in the diagnosis and grading of WAD (Table 2).

Table 2. The researches between paraspinal muscles and WAD.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2020	Smith et al. ^[83]	61	FF	The magnitude of FI in the medial portions of the muscles was significantly larger in the patients with severe chronic WAD.
2018	Abbott et al. ^[85]	62	Visual evaluation for FI	Increased FI of the cervical MF was observed in the individuals with persistent WAD.
2016	Karlsson et al. ^[84]	62	FF, CSA	Individuals with severe pain-related disability after a whiplash injury had larger amounts of FI.
2015	Abbott et al. ^[82]	15	FF	Preliminary evidence of unique patterns of FI distribution within the deep extensor muscles of individuals with WAD and healthy controls was provided.
2015	Elliott et al. ^[86]	36	FF	Muscle degeneration occured soon after injury in the patients with poor functional recovery.

CSA: cross-sectional surface area; DS: degenerative scoliosis; EMCL: extramyocellular lipid; FF: fat fraction; FI: fat infiltration; MF: multifidus; WAD: whiplash-associated disorder.

4.2. Cervical spondylosis

Cervical spondylosis is a disorder characterized by degenerative pathological progress mainly due to long-term strain of the cervical spine, prolapse of the intervertebral disc, or thickening of the ligamentum flavum, resulting in compression of the cervical spinal cord, nerve roots, or vertebral arteries, resulting in a series of dysfunctions in the clinical syndrome. FI and amyotrophy of the parespinal muscles are common in individuals with cervical spondylosis. Greater muscle volume and FI in the deep cervical spine extensor muscles were found in individuals with chronic idiopathic neck pain [88]. Two retrospective studies indicated that all the flexor and extensor paraspinal muscles were found to be atrophy in individuals suffering from cervical spondylotic myelopathy (CSM) [89,90]. Even in the adjacent segment, which was not compressed, the degree and FI of the paraspinal muscles in CSM patients were also aggravated [90]. Tamai et al. retrospectively pointed out that as a key part of the stable structure of the spine, the decline in function was closely correlated with the decline in the stability of the spine. Cervical balance and cervical disc degeneration were considered significantly related to paraspinal muscle volume [91]. Yuksel et al. retrospectively pointed out that the CSA of the cervical paraspinal muscles was found to increase in the prophase of cervical disc degeneration, while a reduction in the CSA of all cervical paraspinal muscles was observed with an increase in disc degeneration [92].

The functional status of the paraspinal muscles in patients diagnosed with cervical spondylosis correlated with functional scores, clinical signs, and symptoms. A cross-sectional study suggested that in patients with degenerative cervical myelopathy, the more asymmetric the CSA of the semispinalis capitis, the higher the neck disability index scores. In patients with degenerative cervical myelopathy, a significant increase in muscle FI and CSA asymmetry was demonstrated at the level beneath the compression [93]. Cervical spondylosis and a clinically significant decrease in sensorimotor function were correlated with increasing FI in the MF [94]. Secondary muscle loss and FI could be found in spinal injuries in individuals with CSM [94]. Some cross-sectional studied indicated that severe neck symptoms and cervical imbalance were related to decreased extensor muscle volume and increased FI in patients with cervical spondylosis [41,95,96]. A cross-sectional study of patients with cervical spondylotic radiculopathy found that normal activity of the musculature could be inhibited by FI within the muscle, and FI of the cervical MF could cause postural instability in static standing [97]. In addition, in patients with unilateral cervical radiculopathy, there was myoatrophy of the MF homolateral to the cervical radiculopathy [98]. The aforementioned studies indicate that paraspinal muscles may play a certain compensatory role in the development of cervical spine diseases. However, further high-level research is needed to substantiate this observation (Table 3).

Table 3. The researches between paraspinal muscles and cervical spondylosis.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2023	Doi et al. ^[96]	49	CSA, FIR	OPLL severity might be associated with fatty infiltration of deep posterior cervical paraspinal muscles.
2023	Gu et al. ^[42]	100	CSA, rCSA, FIR	Extensor muscles played important roles in maintaining cervical sagittal balance and were associated with the severity of neck symptoms.
2022	Snodgrass et al. ^[89]	88	Muscle volumes	Greater muscle volume and muscle FI in the deep cervical spine extensor muscles were found in the individuals with chronic idiopathic neck pain.
2022	Yuksel et al. ^[93]	158	CSA, FCSA	All the CSA of cervical paraspinal muscles was discovered increasing in the prophase of cervical disc degeneration, while the reduction of CSA of all cervical paraspinal muscles was observed with the development of the disc degeneration.
2020	Hou et al. ^[91]	30	CSA, FCSA	A significant increase of FI of all deep cervical paravertebral muscle was observed at the level of spinal cord compression, distal adjacent segment and the uncompressed proximal adjacent segment.
2019	Tamai et al. ^[92]	100	CSA, FIR	The cervical balance and cervical disc degeneration were considered significantly related to the CSA of paraspinal muscle.
2019	Yun et al. ^[99]	60	CSA, rCSA	There was a myoatrophy of the MF homolateral to the cervical radiculopathy in patients who suffered from unilateral cervical radiculopathy.
2018	Cloney et al. ^[95]	14	FF	CSM was associated with increased FI of the deep extensor neck muscles.
2018	Fortin et al. ^[97]	20	CSA, FCSA, FCSA/CSA	Cervical muscle lean muscle mass was positively associated with cervical muscle strength in patients with DCM.
2017	Fortin et al. ^[121]	38	CSA, FCSA, FCSA/CSA	In the patients with DCM, an increase in muscle FI and CSA asymmetry was demonstrated at the level beneath the compression.
2016	Mitsutake et al. ^[98]	36	FIR	Normal activity of musculature could be inhibited by FI within muscle and FI of cervical MF could cause postural instability in static standing.
2014	Thakar et al. ^[90]	67	CSA, rCSA	Patients with CSM demonstrated significant atrophy in all paraspinal muscles.

CSA: cross-sectional surface area; CSM: cervical spondylotic myelopathy; DCM: degenerative cervical myelopathy; FCSA: functional CSA; FI: fat infiltration, FIR: fatty infiltration rate, MF: multifidus; OPLL: ossification of cervical posterior longitudinal ligament; rCSA: the CSA of paraspinal muscle relative to the CSA of the vertebral body.

4.3. Other disorders

Morphological changes in the paraspinal muscles have also been identified in non-specific neck pain, cervical spine deformities, and ossification of the posterior longitudinal ligament (OPLL). Two cross-sectional studies suggested that a lower degree of FI in the neck paraspinal muscles indicated a favorable prognosis [99,100]. A larger CSA of the paraspinal muscles was advantageous for patients with chronic non-specific neck pain [100].On the other hand, in OPLL patients, the severity of OPLL might be associated with FI in the deep posterior neck muscles, with greater FI predicting poorer scores on the neck disability index [95]. Currently, there is limited research on the correlation between cervical diseases and paraspinal muscle morphology, which could represent a valuable avenue for future exploration.

5. Paraspinal muscles and thoracic/lumbar disorders

The paraspinal muscles play a critical role in the stability of the thoracic and lumbar spine. Any disorder or injury affecting these muscles can have a significant impact on spinal function and the overall quality of life. Thoracic or lumbar disorders can cause pain, stiffness, and limited mobility. Therefore, early diagnosis and effective management of these disorders are crucial to maintaining spinal function and well-being.

5.1. Adolescent idiopathic scoliosis (AIS)

AIS is the most common type of scoliosis. Changes in the function and structure of the paraspinal muscles are often observed in individuals with AIS. Both MRI and histological analyses have demonstrated a consistent conclusion that there were significant differences in FI between the convex and concave sides of the scoliotic deformity in patients with AIS, in which greater FI was observed at the concavity [101,102].

There was significant paraspinal muscle asymmetry in individuals with mild AIS [103]. Some pathological studies have concluded that at the microscopic level, significant differences were found in endomysial and perimysial fibrosis, as well as fatty involution on both sides of the vertebrae. There was significant asymmetry on both sides of the concave and convex scoliotic curves, although both sides showed great atrophy [104]. More fibrosis and FI were found in the paraspinal muscles on the concave side of the scoliosis apex [105]. Stetkarova et al. compared the relationship between electrophysiological and histological changes in paraspinal muscles and revealed a significant asymmetry in the dispersion of type I fibers, which correlated with an altered function proven by electrophysiological means in the paraspinal muscles and showed predominance of the convexity of the scoliotic curve [106]. The above-mentioned research indicates that paraspinal muscles may be affected during the development of AIS. Additionally, alterations in paraspinal muscle morphology may also influence the progression of AIS. However, the relationship between the two requires further investigation to better guide clinical treatment (Table 4).

Table 4. The researches between paraspinal muscles and AIS.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2021	Shahidi et al. ^[105]	29	Biopsy	There was a significant asymmetry on both sides of the concave and convex scoliotic curve, although both sides had great atrophy.
2019	Wajchenberg et al. ^[103]	10	Visual evaluation for FI	FI of the paraspinal muscle was greater on the concave side than on the convex side.
2019	Yeung et al. ^[102]	64	FIR, CSA	A significantly higher fatty component was observed in MF in the patients with AIS.
2015	Wajchenberg et al. ^[106]	21	Biopsy	More fibrosis and FI were found in paraspinal muscles on the concave side of the scoliosis apex.
2015	Zapata et al. ^[104]	20	Muscle thickness	There was a significant paraspinal muscle asymmetry in the individuals with mild AIS.

AIS: adolescent idiopathic scoliosis; CSA: cross-sectional surface area; FI: fat infiltration, FIR: fatty infiltration rate; MF: multifidus.

5.2. Degenerative scoliosis (DS)

DS refers to the absence of scoliosis in adolescents and the appearance of scoliosis with increasing age. When lumbar segments are affected, it is called degenerative lumbar scoliosis (DLS). In patients with DS, alteration of the paraspinal muscles has certain characteristics. It has been proposed that the CSAs of the MF and PS were significantly smaller, and the FI of MF and ES at the lower lumbar level was higher than that at the upper level, but the FI of PS at the lower lumbar level was lower than that at the higher level in individuals with DLS, which include a retrospective matched cohort study [107,108].

Asymmetric degeneration of the paraspinal muscles has been prospectively demonstrated in patients with DLS [62]. Some cross-sectional studies provided support for this viewpoint. The CSA difference indices of the apical PS and MF at the curvature level were significantly greater on the convex side than on the concave side, while the mean percentage of FI area was significantly higher on the concave side than on the convex side [32,109]. The atrophy and FI of the MF on the concave side were more severe than those on the convex side [109,110].

Alteration of the paraspinal muscles is closely related to the prognosis of patients with DS. A prospective study indicated a significant decline in quality of life was accompanied by an increase in asymmetric myoatrophy and FI in the MF [62]. Wang et al. retrospectively suggested that degeneration of the paraspinal muscles was an independent factor of screw loosening in patients with DS after surgery [38]. For patients with DS, morphological analysis of paraspinal muscles could be a valuable means to assess the disease’s severity and prognosis, thereby guiding clinical treatment (Table 5).

Table 5. The researches between paraspinal muscles and DS.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2021	Wang et al. ^[39]	93	CSA, FCSA	The degeneration of paraspinal muscle was an independent factor of screw loosening in patients with DS after surgery.
2020	Tang et al. ^[63]	87	FCSA, CSA, FIR	The significant decline of life quality was accompanied by the increase of asymmetric myoatrophy and FI in the MF.
2019	Sun et al. ^[111]	132	Visual evaluation for FI	The atrophy of MF on the concave side was demonstrated more severe than that on the convex side.
2019	Xia et al. ^[109]	32	rCSA	FI of MF and ES at lower lumbar level was higher than that at upper level, but FI of PS at upper lumbar level was higher than that at lower level.
2019	Xie et al. ^[110]	143	FIR	Asymmetric paraspinal muscle change in DS was more often seen on the concave side.
2016	Yagi et al. ^[108]	120	CSA	The CSA of the MF and PS was significantly smaller in the patients with DS.
2013	Kim et al. ^[33]	85	CSA, FIR	The difference index of CSA of PS and MF at apex of curvature level was significantly larger in convex side. Hypertrophy of the muscles on the convex side was suggested as the explanation of this asymmetry.

CSA: cross-sectional surface area; DS: degenerative scoliosis; ES: erector spinae; FCSA: functional CSA; FI: fat infiltration, FIR: fatty infiltration rate, MF: multifidus; PS: psoas, rCSA: the CSA of paraspinal muscle relative to the CSA of vertebral body.

5.3. Degenerative lumbar spondylolisthesis (DLS)

DLS is primarily characterized by the anterior displacement of one lumbar vertebra relative to the adjacent vertebra. This condition is primarily attributed to degenerative changes in the lumbar structure. Some cross-sectional and retrospective studies have shown the change of paraspinal muscles in DLS patients. In patients with DLS, there was notable atrophy in MF, alongside hypertrophy in ES [111]. The MF atrophy might contribute to lumbar instability, while the ES hypertrophy might act as a compensatory mechanism to address this instability. Paraspinal muscle atrophy could be considered a potential risk factor for DLS [112–114]. MF degeneration in all lumbar segments was segmental in patients, which meant there was a different degree of FI in different lumbar segments, where the FI significantly increased in the lower lumbar spine [61].

Although the paraspinal muscles in patients with isthmic spondylolisthesis (IS) and DLS showed varying degrees of degeneration [114], they might play an important role in maintaining the structure and function of the spine in patients with DLS and IS. Some retrospective research has provided support for this viewpoint. Low FI and high CSA of the paraspinal muscles might have a protective effect against the development of DLS and IS [114]. In addition, larger CSAs of MF and PS might be protective factors to prevent lumbar stability in patients with isthmic spondylolisthesis [115]. Another study supported the notion that the paraspinal muscles had a protective effect in patients with DLS. Patients with severe disability caused by DLS had a significantly reduced absolute CSA of the PS compared with those with mild or moderate disability. Notably, atrophy of the PS might have an adverse effect on the severity of lumbar pathology [116]. The aforementioned research indicates that functional exercises targeting paraspinal muscles may be beneficial in improving the prognosis of patients with DLS (Table 6).

Table 6. The researches between paraspinal muscles and DLS.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2022	Ding et al. ^[62]	225	FIR, rCSA	Paraspinal muscle showed different degeneration patterns in degenerative lumbar diseases.
2022	Li et al. ^[115]	243	CSA, FCSA, rCSA	Lower FI and higher paraspinal muscle CSA were protective factors for DLS.
2022	Wang et al. ^[113]	128	rCSA	The atrophy of paravertebral muscle might be a risk factor for DLS.
2021	Lee et al. ^[114]	62	CSA, rCSA, FCSA/CSA, FIR	Small FCSA of the MF with high degree of FI and large FCSA of the ES were found in the DLS patients.
2019	Park et al. ^[116]	219	CSA, FCSA, rCSA	Larger CSA of MF and PS might be a protective factor to prevent the lumbar stability in the patients with isthmic spondylolisthesis.
2018	Wagner et al. ^[117]	101	CSA	Patients with severe lumbar disability and degenerative spondylolisthesis had a significantly reduced absolute CSA of the PS when compared to those with mild or moderate disability.
2015	Wang et al. ^[112]	149	CSA, FCSA	In the patients with DLS, there was significant MF atrophy and ES hypertrophy.

CSA: cross-sectional surface area; DLS: degenerative lumbar spondylolisthesis; ES: erector spinae; FCSA: functional CSA; FI: fat infiltration, FIR: fatty infiltration rate; MF: multifidus, PS: psoas; rCSA: the CSA of paraspinal muscle relative to the CSA of vertebral body.

5.4. Lumbar spinal stenosis (LSS)

LSS is mostly seen in middle-aged and elderly people, and is a common cause of LBP, caused by degeneration of the lumbar disc and thickening of ligaments with age, leading to smaller and compressed perineural spaces, and is a common disorder resulting from degenerative changes in the lumbar disorders. Compared with healthy people, the alteration rules of paraspinal muscles were similar in patients with LSS, but the degeneration, including reduced volume, increased FI, predominantly IMCLs, and bilateral muscle asymmetry, of paraspinal muscles, especially in MF, was more severe [117–119].

In patients diagnosed with LSS, functional status was found to be associated with the size of the MF and PS, as well as with paraspinal FI levels, according to previous studies cited in references. Specifically, higher levels of paraspinal FI were linked to greater disability and lower health-related quality of life, which include a prospective cohort study and three retrospective researches [120–123]. Moreover, LSS patients with high functional performance showed a larger rCSA of the PS and a lower level of FI in the MF [124]. A retrospective study and a cross-sectional study indicated that Patients with symptomatic LSS had greater density and CSA of the ES, and the severity of MF atrophy was positively correlated with the degree of spinal stenosis. Atrophic MF was more pronounced in the stenotic segments of the spine and more severe on the symptomatic side of the spine in patients [33,125]. Additionally, muscle degeneration was found to be more closely related to muscle FI than to muscle volume in LSS patients [75].

Assessing the status of the paraspinal muscles before surgery can assist surgeons in predicting the functional status and recovery of patients. One key factor to consider was the degree of FI in these muscles, as there appears to be a strong correlation between FI and bone nonunion after posterior lumbar interbody fusion [126]. Among the various paraspinal muscle parameters, the pre-operative FI of the MF has been identified as a reliable predictor of patient function [127]. An ambispective cohort study supported the view [128]. Furthermore, a study has emphasized that LSS patients with FI of MF ≥25% had a significantly higher risk of bone nonunion after undergoing posterior lumbar interbody fusion [129]. Severe degeneration of the paraspinal muscles was also a risk factor that could lead to suboptimal surgical outcomes following lumbar short-segment decompression and fusion for LSS [130]. Conversely, a prospective study indicated a healthy pre-operative lumbar MF indicated a better outcome following lumbar spinal decompression [131]. The above-mentioned research highlights the importance of incorporating paraspinal muscle morphological assessment into the clinical evaluation of patients with LSS. This inclusion aids in formulating individualized treatment strategies and predicting prognosis (Table 7).

Table 7. The researches between paraspinal muscles and LSS.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2023	Getzmann et al. ^[122]	416	Visual evaluation for FI	An association was found between higher FI of paraspinal muscles and greater disability, as well as poorer health-related quality of life.
2022	Han et al. ^[127]	351	CSA, FCSA, rCSA, FIR	There appeared to be a strong correlation between FI and bone nonunion after posterior lumbar interbody fusion.
2022	Han et al. ^[130]	461	FIR	LSS patients with FI of 25% or higher in MF had a higher risk of bone nonunion after undergoing posterior lumbar interbody fusion.
2022	Sun et al. ^[120]	350	Fatty CSA, rCSA	With advancing age, there is an increase in both atrophy and FI in paraspinal muscle.
2022	Wang et al. ^[118]	78	CSA, rCSA, fatty CSA, rCSA	Comparing with normal people, the alteration rules of paraspinal muscle were similar in the patients with LSS, but the degeneration of paraspinal muscle was more severe.
2022	Zhu et al. ^[131]	101	CSA, visual evaluation for FI	Severe degeneration of the paraspinal muscle was also a risk factor that can lead to suboptimal surgical outcomes following lumbar short-segment decompression and fusion for LSS.
2021	Xia et al. ^[126]	232	CSA, FCSA, FCSA/CSA	In patients with LSS, the stenotic spinal segments exhibited a higher degree of atrophic MF, which was more pronounced on the symptomatic side of the spine.
2020	Liu et al. ^[123]	64	CSA, rCSA, FIR	In patients with single-segment DLSS, a correlation was found between neurological impairment and FI in MF, as well as disc bulge at the stenosis segment and reduction of lumbar lordosis.
2020	Liu et al. ^[124]	62	CSA, FCSA, FIR	There might be a correlation between poor function in patients with L4-L5 single-segment LSS and FI in the MF at the L5-S1 level.
2020	Wang et al. ^[128]	69	CSA, FCSA, FIR	The degeneration of MF exhibited a significant association with the functional status of patients with LSS.
2019	Liu et al. ^[129]	118	FIR	FIR in the MF might serve as a possible prognostic factor for postoperative functional outcomes in patients with single-segment LSS.
2017	Boissière et al. ^[76]	10	Muscle volume, FIR	Muscle degeneration was found to be more closely related to muscle FI rather than muscle volume in LSS patients.
2017	Fortin et al. ^[121]	36	CSA, FCSA, FCSA/CSA	Reduced function of paraspinal muscle was found to be associated with increased FI of the MF and lower rCSA of the PS in LSS patients.
2017	Jiang et al. ^[119]	80	CSA, FIR	In patients with LSS, the CSA of the MF was reduced, the FIR was increased, and the degree of muscle asymmetry was pronounced.
2017	Zotti et al. ^[132]	66	CSA	A healthy pre-operative lumbar MF meaned a better outcome following lumbar spinal decompression.
2016	Abbas et al. ^[34]	345	CSA	Individuals with symptomatic DLSS exhibitted increased density and CSA of the paraspinal muscle.
2014	Chen et al. ^[125]	66	CSA, rCSA, visual evaluation for FI	LSS patients with high functional performance showed a larger rCSA of the PS and lower level of FI in MF.

CSA: cross-sectional surface area; DLSS: degenerative lumbar spinal stenosis; FCSA: functional CSA; FI: fat infiltration; FIR: fatty infiltration rate; LSS: lumbar spinal stenosis; MF: multifidus; PS: psoas; rCSA: the CSA of paraspinal muscle relative to the CSA of vertebral body.

5.5. Lumbar disc herniation(LDH)

LDH is a pathological condition in which the nucleus pulposus at the center of the intervertebral disc protrudes through the damaged annulus fibrosus, compressing the surrounding nerve roots and/or spinal cord within the spinal canal. Many studies have documented a strong relationship between intervertebral disc degeneration and morphofunctional changes in the paraspinal muscles.

A cross-section study showed a correlation demonstrated between LDH and paraspinal muscles [132]. Some retrospective studies provide evidence for this viewpoint. Yazici et al. retrospectively researched the correlation between MF degeneration and LDH might be a process of mutual influence and interaction [133]. Sustained compression of spinal nerve roots due to disc herniation could lead to atrophy and degeneration of the corresponding muscle groups [134]. Herniation was found more frequently in individuals with MF atrophy [135]. The percentage of MF atrophy correlated with the grade of disc degeneration [136,137]. In a case-control study, there was a significant correlation documented between functional disability, LBP intensity, and muscle size in LDH patients [138]. Choi et al. retrospectively suggested among middle-aged and elderly individuals with LDH, there were potential risk factors for recurrence, such as younger age, segmental instability, and increased mass of the PS [139]. Zhong et al. retrospectively investigated the correlation between the straight-leg raising(SLR) test and the extent of FI in the lumbar MF among patients with LDH, and found that the SLR could serve as a crucial indicator of lumbar MF dysfunction. Nevertheless, the severity of lumbar MF degeneration could not be assessed solely by the degree of the SLR test [140].

There is some controversy regarding asymmetry in the morphological and functional changes of the paraspinal muscles on the affected versus unaffected side in patients with unilateral LDH. Hodges et al. discovered that the CSA of the MF decreased at the L4 level on the same side as the disc lesion in Animal experiments [141]. Subsequently, Battié et al. retrospectively proposed a different conclusion that the FCSA/CSA was smaller on the side affected by herniation than on the unaffected side, both below and at the level of herniation. At the level below the herniation, the FI in the MF was greater on the herniated side. Interestingly, a greater total CSA of MF was found on the same side as the pathology at the herniation level, contrary to the conclusion of Hodges et al. [142]. Wan et al. retrospectively compared LDH patients with and without LBP and found a significant decrease in the CSA of the MF muscle at multiple levels on the painful side [143]. Fortin et al. found that at any spinal level, there were no significant differences in the CSA, FCSA, or FCSA/CSA of the MF between the two sides. However, more FI was observed in the MF and ES on the side of the LDH at the L5-S1 level. There was no significant asymmetry in the MF at the level above, at the same level, or below the herniated lumbar disc [34]. According to Xiao et al. there were no significant differences in CSA asymmetry at L5-S1 and S1 or in side-to-side variations of FI in patients with unilateral LDH [144]. Yazici et al. conducted a cross-section study and reported a correlation between the FI of the paraspinal muscles and LDH but did not find any correlation with asymmetry [132]. It is important to note that these conclusions may be attributed to differences in the study populations, methods, sample sizes, and other factors. Further research is necessary to confirm the reliability of these findings (Table 8).

Table 8. The researches between paraspinal muscles and IDH.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2022	Choi et al. ^[140]	49	CSA, FF	Among middle-aged and elderly individuals with LDH, there were potential risk factors for recurrence, such as younger age, segmental instability, and increased mass of the PS.
2022	Suzuki et al. ^[36]	205	Visual evaluation for FI	Female sex and older age identified as independent risk factors for FI in the patients with LDH.
2022	Yazici et al. ^[133]	107	CSA, visual evaluation for FI	Severe FI was associated with root compression, and the severity of FI increases in the presence of root compression.
2021	Liu et al. ^[134]	264	CSA, FCSA	A correlation could exist between MF degeneration and ULDH.
2021	Naghdi et al. ^[139]	75	CSA	A notable correlation was recorded among functional impairment, intensity of LBP, and muscular dimensions.
2021	Xiao et al. ^[145]	24	CSA, FIR	A statistically significant and specific morphological asymmetry has been identified in the MF at the S1 vertebral level.
2020	Zhong et al. ^[141]	114	CSA, fatty CSA	The straight leg-raising test could serve as a crucial indicator for lumbar MF dysfunction in the patients with LDH.
2018	Yaltırık et al. ^[135]	110	CSA, FCSA, visual evaluation for FI	Sustained compression of spinal nerve roots due to disc herniation could lead to atrophy and degeneration of the corresponding paraspinal muscle group.
2017	Sun et al. ^[137]	120	CSA	MF contributed to the etiology of LDH, especially at the L3-L4 level.
2016	Ekin et al. ^[136]	2028	Visual evaluation for FI	LDH was more frequent in patients with MF fatty atrophy compared with patients without atrophy.
2016	Fortin et al. ^[35]	33	CSA, FCSA, FCSA/CSA	There was an increase in FI on the lateral aspect and at spinal levels contiguous to the herniated intervertebral disc.
2012	Battié et al. ^[143]	43	CSA, FCSA, FCSA/CSA	The MF might exhibit selective responsiveness or indication towards localized lumbar disc or nerve root pathology, as manifested through alterations in muscle composition, particularly FI, rather than changes in CSA.

CSA: cross-sectional surface area; ES: erector spinae; FCSA: functional CSA; FF: fat fraction; FI: fat infiltration; FIR: fatty infiltration rate; IDH: intervertebral disc herniation; LBP: low back pain; LDH: lumbar disc herniation; MF: multifidus; PS: psoas; ULDH: upper lumbar disc herniation.

5.6. LBP

LBP is a common clinical symptom dominated by pain on one or both sides of the lumbar area. It has been reported to be a healthy, social, and economic problem related to absenteeism, disability, and a high budget for society [145]. Lumbar muscles play a vital role in the stability and function of the lumbar vertebrae [146]. LBP, one of the common manifestations of low back disorders, is associated with alterations in the paraspinal muscles. A prospective study indicates that the fat content in the MF of CLBP patients was significantly higher than that in asymptomatic volunteers [147]. High-level studies indicated there was a smaller MF which was accompanied by a significant amount of IMCL in the individuals with LBP [147,148]. It was observed that the lumbar MF, which was believed to play a critical role in stability, exhibited atrophy in physically active patients with CLBP [146]. A systematic review suggested there was a negative association observed between the CSA of the lumbar MF and LBP [149]. Age, obesity, and muscle atrophy were correlated with EMCL concentration in MF. IMCL concentration in the MF exhibited a correlation with the intensity of LBP, and the measurement of IMCLs might serve as a distinctive characteristic of CLBP as well as a potential predictor of spinal deformity [147,150,151].

The morphofunction of the paraspinal muscles in patients with LBP is affected by many factors, and different manifestations of LBP are also indicated by these factors. Some cross-section studies demonstrated that [152–154]. A notable inverse relationship between age and CSA of the paraspinal muscles [152]. Compared with their counterparts without LBP, older adults with CLBP exhibited significantly higher levels of intramuscular fat in the MF and reduced ES size [153]. Patients with CLBP might develop muscular asymmetries in the lumbar region of the spine, which were associated with facet asymmetry [154]. Zhao et al. retrospectively demonstrated that young patients experiencing unilateral neurological symptoms due to LDH might be at a higher risk of developing LBP if they exhibit symmetrical atrophy of the bilateral MF [155]. Two cross-sectional studies suggested that morphological changes in the paraspinal muscles might lead to different clinical presentations [26,156]. The degree and manifestation of pain might be influenced by the escalation of disability and functional impairment as potential determinants [156]. There were no differences in lean muscle atrophy and total atrophy between the recurrent LBP, non-continuous CLBP, and continuous CLBP groups. However, increased activity-induced metabolic changes were found in the lumbar muscles in continuous or non-continuous CLBP compared to recurrent LBP [26]. The severity of FI in the paraspinal muscles may serve as a potential indicator for evaluating the occurrence and progression of LBP. Some studies have found that the IMCL in MF was significantly increased in patients with LBP, which included a prospective investigation [157–159]. A cross-sectional study revealed a significant correlation between the FIR of the ES in the upper lumbar spine and the occurrence of LBP [160]. A significant correlation was observed between the severity of FI in the lumbar MF and the reduction in lumbar flexion range of motion [161].

Whether physical activity (PA) can improve CSA and FI of the paraspinal muscles in patients with LBP remains somewhat controversial. A direct and significant association was detected between the physical activity level and CSA of the paraspinal muscles at the L2-L3 and L3-L4 levels [152]. Physical inactivity was correlated with diminished intervertebral disc width, augmented adipose content of the MF, and intensified high-threshold LBP and incapacity in a dose-dependent manner [162]. Conversely, a longitudinal study among a cohort of youthful individuals indicated that PA behavior was not associated with LBP [158]. It has been proposed that the mean CSA of the paraspinal muscles and the extent of FI remained unaltered following bouts of high-intensity physical exertion [40]. Non-specific LBP is a complex condition, and the assessment of these patients should be comprehensive. The morphological characteristics of paraspinal muscles may serve as a crucial parameter for their evaluation. Currently, there is an urgent need to establish an evaluation system for LBP patients, enabling better clinical guidance for this disorder (Table 9).

Table 9. The researches between paraspinal muscles and LBP.

Years	Researchers	Samples	Radiographic parameters	Conclusions
2022	Cunningham et al. ^[159]	364	IMCL	Elevated degree of IF in the lumbar MF was linked to a heightened probability of LBP, and PA conduct did not demonstrate any association with LBP.
2022	Zhao et al. ^[156]	206	CSA, rCSA, FIR	Young patients with LDH experiencing unilateral neurological symptoms with the atrophy of the bilateral MF might be at a higher risk of developing LBP.
2021	Cankurtaran et al. ^[153]	164	CSA	An inverse relationship between age and paraspinal muscle CSA was observed, whereas a direct and significant association was detected between physical activity level and CSA of the paraspinal muscle.
2019	Berry et al. ^[41]	14	FF, FCSA	The mean CSA of paraspinal muscle and the extent of FI remained unaltered following bouts of high-intensity physical exertion.
2018	Takashima et al. ^[152]	60	IMCL, EMCL, CSA	There were observed correlations between age, obesity, muscle atrophy, and EMCL concentration in the MF.
2017	Goubert et al. ^[27]	55	CSA, FF, FCSA	Increased metabolic changes were found in the lumbar muscles in continuous or non-continuous compared with recurrent LBP.
2017	Hildebrandt et al. ^[162]	42	Visual evaluation for FI	There was a correlation between the degree of FI in MF and the decreased range of motion of lumbar flexion.
2017	Ogon et al. ^[151]	80	IMCL, EMCL	The assessment of IMCL could potentially serve as a distinctive feature of CLBP, as well as a predictor of spinal deformities.
2017	Sasaki et al. ^[161]	796	CSA, FIR	A significant correlation between the FIR of the ES was found in the upper lumbar spine and the occurrence of LBP.
2017	Sions et al. ^[154]	102	CSA, rCSA, FIR	Compared to the pain-free counterparts, older adults with CLBP exhibited higher levels of FI of MF and a reduced size ES.
2016	Singh et al. ^[160]	50	IMCL, EMCL	Proton magnetic resonance spectroscopy has revealed a greater fat content in the MF among patients with CLBP.
2016	Xu et al. ^[155]	95	CSA, FCSA	Patients with CLBP might develop muscular asymmetries in the lumbar region that were associated with facet asymmetry.
2015	Teichtahl et al. ^[163]	72	CSA, visual evaluation for FI	Physical inactivity was correlated with diminished intervertebral disc width, FI of the MF, and intensified LBP.
2015	Wan et al. ^[144]	178	CSA, FIR	Whether acute or CLBP, there was selective ipsilateral denegration of paraspinal muscle, especially to the symptomatic side.
2000	Danneels et al. ^[147]	46	CSA, FCSA	The lumbar MF exhibited atrophy in physically active patients with CLBP.

CLBP: chronic low back pain; CSA: cross-sectional surface area; EMCL: extramyocellular lipid; ES: erector spinae; FCSA: functional CSA; FF: fat fraction; FI: fat infiltration; FIR: fatty infiltration rate; IMCL: intramyocellular lipid; LBP: low back pain; MF: multifidus; PA: physical activity; rCSA: the CSA of paraspinal muscle relative to the CSA of vertebral body.

6. Surgery

In spinal surgeries, damage to the paraspinal muscles is unavoidable. Patients experiencing postoperative pain following lumbar disc excision were found to have impaired lumbar paraspinal muscle function, particularly in the deep stabilizing muscle [163]. Patients who underwent intervertebral disc excision surgery exhibited comprehensive paraspinal muscle atrophy in the lumbar region, including both surgical and non-surgical sites [164,165].

Different surgical approaches have varying effects on paraspinal muscle damage. Lee et al. prospectively compared the differences between unilateral traditional open approach (OA) and the contralateral muscle-preserving approach (MPA) for laminoplasty, concluding that MPA effectively preserved the volume of cervical extensor muscles and minimized postoperative muscle-skeletal complications [166]. He et al. retrospectively compared the "stand-alone" oblique lateral interbody fusion (OLIF) with regular OLIF, suggesting that compared to OLIF combined with pedicle screw and rod fixation, "stand-alone" OLIF achieved better clinical outcomes [167]. Lin et al. retrospectively assessed the differences between unilateral K-rod dynamic internal fixation and posterior lumbar interbody fusion (PLIF) and observed a significant reduction in paraspinal muscle atrophy and FI in patients undergoing unilateral K-rod dynamic internal fixation in the lumbar spine [168]. A case-control study suggested that compared to conventional laminoplasties, bilateral spinal approaches significantly improved muscle preservation on the open side [169].

Minimally invasive surgery represents the future trend in spinal surgery. In comparison to traditional surgery, minimally invasive procedures typically better protect the paraspinal muscles. Fan et al. compared the differences in treating paraspinal muscle damage between the modified minimally invasive approach (MMIA) and traditional operative approach (TOPA) for one-level instrumented posterior lumbar inter-body fusion (PLIF), and the results indicated that both approaches led to an increase in paraspinal muscle FI. However, the TOPA group showed a more significant increase in FI in the MF and accompanied MF atrophy. In comparison, MMIA significantly alleviated paraspinal muscle damage and reduced the occurrence of LBP [170]. Li et al. prospectively demonstrated minimally invasive PLIF using the cortical bone trajectory technique could minimize its impact on the paraspinal muscles [171]. Liu et al. prospectively compared the differences between modified unilateral laminotomy for bilateral decompression (M-ULBD) and conventional laminoplasty in the treatment of patients with LSS, and the results indicated that the M-ULBD group had a smaller rate of MF atrophy [172]. Yoo et al. retrospectively found in their study that following multilevel minimally invasive transforaminal interbody fusion (MITLIF), there was no significant difference in the decrease of CSA of parapinal muscles in single, double, or triple fusion groups. Clinical outcomes did not show any significant differences either [173]. In the treatment of thoracolumbar fractures, Wiltse approach led to less MF atrophy and FI compared to the traditional open posterior fixation method [174]. Ntilikina et al. retrospectively suggested that compared to open surgery, percutaneous transpedicular thoracolumbar fracture fixation resulted in less paraspinal muscle atrophy [175].

Postoperative morphological changes in paraspinal muscles may influence patient outcomes. Choi et al. retrospectively demonstrated after cage-alone anterior cervical decompression and fusion (ACDF), individuals with larger CSA of the preoperative extensor muscles might have a more favorable effect on bone fusion than those with smaller CSA [176]. Kim et al. retrospectively suggested a smaller rCSA of the preoperative paraspinal muscles was a significant predictor of the development of adjacent segment degeneration after lumbar fusion [177]. The FI of the preoperative MF in patients with degenerative LSS could serve as a predictive indicator for postoperative functional improvement, and high paraspinal muscle FI is closely related to bone non-union [126, 129]. A prospective cohort study supported the opinion [128]. The other study suggested that the preoperative FI of the MF could serve as a good predictive indicator for assessing functional improvement in LSS patients [127]. Kumaran et al. built a finite element model and analyzed that the reduction in CSA during lumbar procedures for transforaminal lumbar interbody fusion (TLIF) could lead to changes in spinal component stress in adjacent segments and might result in persistent postoperative LBP [178]. Patients with larger CSA and smaller FI in MF demonstrated better outcomes following lumbar interbody fusion [179].

7. Limitation and prospect

Recent studies have demonstrated that changes in the size, composition, and FI of paraspinal muscles may be associated with various spinal disorders. Changes in the morphological characteristics of the paraspinal muscles have the potential to serve as prognosticators of the severity and progression of spinal disorders. However, there are numerous parameters for evaluating paraspinal muscles, and the value of each parameter requires further verification. Research is also required to determine how to select appropriate parameters for paraspinal muscle assessment. Indeed, higher-level evidence, such as pathological or histological analyses, is needed to demonstrate the relationship between parameters from clinical examination of paraspinal muscles and the occurrence and development of spinal disorders. Furthermore, the controversial conclusions of some studies require reasonable explanations.

In the future, continued research in this area is essential for developing more precise and personalized treatment strategies for spinal disorders. Furthermore, the creation of machine learning algorithms and artificial intelligence has enabled the development of predictive modeling, determining patient phenotypes through clustering, or building multivariable MRI-based biomarkers, as well as exploratory data analysis and hypothesis generation, which may help identify patients at high risk for developing spinal diseases. It has the potential to improve patient outcomes through early intervention and more targeted treatment. By identifying different characteristics of inspection results of paraspinal muscles that are associated with different types of spinal disorders, clinicians can tailor treatment plans to each individual to improve the effectiveness of treatment and ultimately lead to better outcomes for patients.

8. Summary

In conclusion, the paraspinal muscles play a critical role in spinal stability, and their dysfunction is implicated in a variety of spinal disorders. Similarly, spinal disorders can affect the paraspinal muscles, leading to pain, weakness, and decline in function. The development of radiographic techniques has allowed a better understanding of the relationship between the morphological characteristics of the paraspinal muscles and spinal pathologies. In addition to diagnostic applications, radiographic techniques have been used to evaluate the effectiveness of interventions aimed at spinal disorders. The advent of new techniques has provided new approaches for further study of paraspinal muscles. Although some details are still controversial, clinicians and researchers can develop more effective treatment strategies to improve patient outcomes by understanding the potential mechanisms underlying the changes in the morphological characteristics of the paraspinal muscles.

Author contributions

Conceptualization, L.Z.H; writing—original draft preparation, S.M.R; writing—review and editing, S.M.R.; All authors prepared and contributed to the manuscript.

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability statement

Data sharing is not applicable to this article, as no new data were created or analyzed in this study.

Additional information

Funding

This study was supported by the Science and Technology Innovation Foundation of Dalian (2022JJ12SN045) and Natural Science Foundation of Liaoning Province (2022-MS-322). The funders had no role in the study design, data collection and analysis, decision to publish, or manuscript preparation.