| Literature DB >> 36038653 |
Jeffrey R Cooley1, Tue S Jensen2,3,4,5, Per Kjaer5,6, Angela Jacques7, Jean Theroux8, Jeffrey J Hebert8,9.
Abstract
Associations between multifidus muscle morphology and degenerative pathologies have been implied in patients with non-specific low back pain, but it is unknown how these are influenced by pathology severity, number, or distribution. MRI measures of pure multifidus muscle cross-sectional area (CSA) were acquired from 522 patients presenting with low back and/or leg symptoms in an outpatient clinic. We explored cross-sectional associations between the presence, distribution, and/or severity of lumbar degenerative pathologies (individually and in aggregate) and muscle outcomes in multivariable analyses (beta coefficients [95% CI]). We identified associations between lower pure multifidus muscle CSA and disc degeneration (at two or more levels): - 4.51 [- 6.72; - 2.3], Modic 2 changes: - 4.06 [- 6.09; - 2.04], endplate defects: - 2.74 [- 4.58; - 0.91], facet arthrosis: - 4.02 [- 6.26; - 1.78], disc herniations: - 3.66 [- 5.8; - 1.52], and when > 5 pathologies were present: - 6.77 [- 9.76; - 3.77], with the last supporting a potential dose-response relationship between number of spinal pathologies and multifidus morphology. Our findings could hypothetically indicate that these spinal and muscle findings: (1) are part of the same degenerative process, (2) result from prior injury or other common antecedent events, or (3) have a directional relationship. Future longitudinal studies are needed to further examine the complex nature of these relationships.Entities:
Mesh:
Year: 2022 PMID: 36038653 PMCID: PMC9424282 DOI: 10.1038/s41598-022-18984-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Pathology variables and assessment criteria.
| Pathology type | Assessment criteria (individual)1 |
|---|---|
| Disc degeneration | Condensed Pfirrmann grading (0 = none (0); 1 = slight (1); 2 = moderate (2) to severe (3)) |
| Disc bulge | Present or absent at any level (0 = absent; 1 = present) |
| Disc herniation | Herniation grading based on any associated NR compromise (grade 0 = no herniation/herniation with no NR compromise (0) or NR contact only (1); grade 1 = displaced NR (2) or compressed NR (3)); herniation location based on apex location: right-sided, central, or left-sided |
| High intensity zone (HIZ) | Number of levels with HIZ present (0 = none; 1 = one level; 2 = two or more levels) |
| Modic marrow changes | Modic 1 and 2 changes (upper or lower) assessed separately; graded by maximum height of marrow change (0 = none (0) to < 25% (1); 1 = ≥ 25% (2) to ≥ 50% (3)) |
| Endplate defects | Present or absent at any level (either endplate) (0 = absent; 1 = present) |
| Vertebral osteophytes | Number of levels with osteophyte(s) present (0 = none; 1 = one level; 2 = two or more levels) |
Facet arthrosis (L3/4–L5/S1 only) | Number of levels with grade 1 arthrosis present2 (0 = none; 1 = one level; 2 = two or more levels) |
1Each pathology assessed from L2/3 through L5/S1 unless otherwise indicated. 2Grading based on number of different degenerative findings (out of 8) present (grade 1 = two or more findings). 3Each pathology scaled at 0 or 1 to standardize analysis of any combinations. NR, nerve root.
Figure 1Muscle histograms. Example of two histograms demonstrating single (a) and triple (b) muscle peak values. Vertical dotted lines intersect the histogram to indicate the peak muscle signal values (i.e., 35 & 26).
Figure 2Multifidus muscle total CSA and % MCSA. (a) bilateral total CSA (L4), with red and gold highlights indicating the right and left peak muscle CSA, respectively; (b) bilateral total CSA (L5), with blue and pink highlighting the right and left peak muscle CSA, respectively. Note This method did not select all potential muscle signal; only the “purest” muscle tissue was highlighted.
Figure 3Pathology case selection flowchart.
Descriptive statistics.
| Mean (SD) | Min–Max | |
|---|---|---|
| Age (at 1st visit (years)) | 43.62 (9.8) | 17–72 |
| Age: Female (n = 294) | 43.70 (10.1) | 18–72 |
| Age: Male (n = 228) | 43.51 (9.5) | 17–63 |
| BMI (kg/m2) | 26.51 (4.7) | 17.5–42.7 |
| BMI: Female (n = 294) | 26.44 (5.3) | 17.5–42.7 |
| BMI: Male (n = 228) | 26.59 (3.7) | 18.4–39.7 |
| Average % MCSA (L4 & L5; right) | 35.69 (12.5) | 5.04–72.55 |
| Average % MCSA (L4 & L5; left) | 34.48 (12.2) | 3.33–69.28 |
| Average % MCSA (L4 & L5; bilateral) | 35.09 (11.9) | 4.63–67.56 |
| Worst % MCSA (L4 or L5; right) | 32.08 (12.4) | 2.26–69.28 |
| Worst % MCSA (L4 or L5; left) | 30.67 (11.9) | 2.68–67.45 |
| Worst % MCSA (L4 or L5; bilateral) | 28.62 (11.8) | 2.26–60.8 |
% MCSA, proportion of peak muscle cross-sectional area; SD, standard deviation.
Descriptive summary of average and worst % MCSA (L4, L5) stratified by spinal pathology categories.
| Category | N (%) | Mean (SD) | Mean (SD) |
|---|---|---|---|
| (Total: 522) | Average % MCSA | Worst % MCSA | |
| None | 272 (52.1) | 37.1 (11.4) | 30.6 (11.4) |
| 1 level | 151 (28.9) | 34.1 (11.7) | 27.7 (11.9) |
| 2 + levels | 99 (19.0) | 31.1 (12.5) | 24.7 (11.7) |
| None | 232 (44.4) | 36.4 (12.2) | 30.1 (12.2) |
| 1 level | 193 (37.0) | 34.6 (11.3) | 27.8 (11.3) |
| 2 + levels | 97 (18.6) | 32.9 (12.1) | 26.7 (11.4) |
| Not present | 413 (79.1) | 35.9 (12.1) | 29.3 (12) |
| Present | 109 (20.9) | 31.9 (10.7) | 25.8 (10.5) |
| None to mild | 432 (82.8) | 35.6 (11.9) | 29 (11.8) |
| Moderate to severe | 90 (17.2) | 32.4 (12) | 28.5 (11.9) |
| None to mild | 409 (78.4) | 35.9 (12) | 29.5 (12) |
| Moderate to severe | 113 (21.6) | 32 (11.3) | 25.5 (10.5) |
| None to mild | 418 (80.1) | 36.4 (11.8) | 30 (11.8) |
| Moderate to severe | 104 (19.9) | 29.8 (10.8) | 23.1 (10.3) |
| Not present | 388 (74.3) | 35.7 (12.1) | 29.1 (12) |
| Present | 134 (25.7) | 33.2 (11.2) | 27.1 (11) |
| None | 244 (46.7) | 37 (11.6) | 30.4 (11.8) |
| 1 level | 146 (28.0) | 33.6 (11.8) | 26.8 (11.4) |
| 2 + levels | 132 (25.3) | 33.3 (12.3) | 27.3 (11.9) |
| None | 263 (50.4) | 37.9 (12.4) | 34.4 (12.4) |
| 1 level | 142 (27.2) | 34.4 (11.9) | 30.6 (11.8) |
| 2 + levels | 117 (22.4) | 32.2 (12.4) | 28.7 (12.2) |
| None | 270 (51.7) | 36.7 (11.6) | 32.8 (11.4) |
| 1 level | 148 (28.4) | 32.1 (12.2) | 28.1 (11.8) |
| 2 + levels | 104 (19.9) | 32.1 (12.7) | 28.9 (12.5) |
| < 2 | 122 (23.4) | 39.4 (11.7) | 33 (11.8) |
| 2 | 93 (17.8) | 37.2 (11.1) | 30.1 (11.3) |
| 3 | 94 (18.0) | 36.4 (12.4) | 29.6 (12.7) |
| 4 | 75 (14.4) | 31.3 (10.9) | 25.1 (10.5) |
| 5 | 77 (14.6) | 32.7 (11.2) | 26.6 (10.8) |
| > 5 | 61 (11.7) | 28.9 (10.4) | 22.9 (9.9) |
% MCSA, proportion of peak muscle cross-sectional area; SD, standard deviation.
Linear regression [individual pathologies]: average and worst % MCSA.
| Pathology variable | Univariable models | Adjusted models1 | ||
|---|---|---|---|---|
| β | 95% CI | β | 95% CI | |
| 1 level | − 3.06 | − 5.39, − 0.72† | − 1.63 | − 3.48, 0.21 |
| 2 + levels | − 6.06 | − 8.76, − 3.36† | − 4.51 | − 6.72, − 2.3† |
| 1 level | − 1.86 | − 4.13, 0.41 | − 0.38 | − 2.19, 1.43 |
| 2 + levels | − 3.57 | − 6.39, − 0.75† | 0.04 | − 2.25, 2.32 |
Disc bulge: any level | − 3.97 | − 6.47, − 1.47† | − 1.62 | − 3.62, 0.39 |
Disc herniation: moderate to severe | − 3.20 | − 5.92, − 0.48† | − 3.66 | − 5.81, − 1.52† |
Modic type 1: moderate to severe | − 3.91 | − 6.38, − 1.44† | − 1.64 | − 3.62, 0.33 |
Modic type 2: moderate to severe | − 6.58 | − 9.08, − 4.08† | − 4.06 | − 6.09, − 2.04† |
Endplate defects: any level | − 2.54 | − 4.88, − 0.21† | − 2.74 | − 4.58, − 0.91† |
| 1 level | − 3.35 | − 5.78, − 0.93† | − 0.22 | − 2.26, 1.81 |
| 2 + levels | − 3.68 | − 6.18, − 1.17† | − 0.37 | − 2.63, 1.89 |
| 1 level | − 3.50 | − 6.01, − 0.99† | − 1.86 | − 3.93, 0.22 |
| 2 + levels | − 5.77 | 8.44, − 3.09† | − 4.02 | − 6.26, − 1.78† |
| 1 level | − 4.66 | − 7.06, − 2.25† | − 3.06 | − 4.99, − 1.13† |
| 2 + levels | − 4.57 | − 7.29, − 1.86† | − 3.02 | − 5.23, − 0.82† |
| 1 level | − 2.87 | − 5.18, − 0.56† | − 1.45 | − 3.28, 0.39 |
| 2 + levels | − 5.90 | − 8.57, − 3.23† | − 4.32 | − 6.52, − 2.12† |
| 1 level | − 2.37 | − 4.62, − 0.13† | − 0.89 | − 2.69, 0.90 |
| 2 + levels | − 3.43 | − 6.21, − 0.64† | 0.16 | − 2.11, 2.42 |
Disc bulge: any level | − 3.50 | − 5.98, − 1.03† | − 1.14 | − 3.13, 0.86 |
Disc herniation: moderate to severe | − 0.55 | − 3.24, 2.14 | − 0.96 | − 3.09, 1.17 |
Modic type 1: moderate to severe | − 3.99 | − 6.43, − 1.55† | − 1.74 | − 3.70, 0.22 |
Modic type 2: moderate to severe | − 6.85 | − 9.32, − 4.38† | − 4.35 | − 6.36, − 2.35† |
Endplate defects: any level | − 2.01 | − 4.33, 0.30 | − 2.18 | − 4.00, − 0.36† |
| 1 level | − 3.60 | − 6.00, − 1.20† | − 0.40 | − 2.42, 1.62 |
| 2 + levels | − 3.09 | − 5.57, − 0.61† | 0.37 | − 1.87, 2.62 |
| 1 level | − 3.74 | − 6.24, − 1.24† | − 1.99 | − 4.06, 0.08 |
| 2 + levels | − 5.68 | − 8.34, − 3.01† | − 3.78 | − 6.01, − 1.54† |
| 1 level | − 4.69 | − 7.04, − 2.34† | − 3.16 | − 5.05, − 1.28† |
| 2 + levels | − 3.84 | − 6.49, − 1.18† | − 2.38 | − 4.53, − 0.23† |
1Adjusted for age, sex, and BMI. †Significant difference from reference (for each pathology variable, the reference category is either the absence of the condition, or the absence of moderate to severe findings for that condition). β, unstandardized beta coefficient; CI, confidence interval; % MCSA, proportion of peak muscle cross-sectional area.
Figure 4Linear regression [combined pathologies]. *Adjusted for age, sex, and BMI. % MCSA = proportion of peak muscle cross-sectional area; B = unstandardized beta coefficient; CI = confidence interval. NB: for each model, the reference category is < 2 pathologies present.