| Literature DB >> 31440636 |
Taiki Mori1, Yoshihito Sakai2, Mitsunori Kayano1,3, Akio Matsuda4, Keisuke Oboki4, Kenji Matsumoto4, Atsushi Harada2, Shumpei Niida1, Ken Watanabe5.
Abstract
INTRODUCTION: Molecular pathways involved in ligamentum flavum (LF) hypertrophy are still unclarified. The purpose of this study was to characterize LF hypertrophy by microRNA (miRNA) profiling according to the classification of lumbar spinal stenosis (LSS).Entities:
Keywords: hypertrophy; ligamentum flavum; lumbar spinal stenosis; miRNA
Year: 2017 PMID: 31440636 PMCID: PMC6698563 DOI: 10.22603/ssrr.1.2017-0023
Source DB: PubMed Journal: Spine Surg Relat Res ISSN: 2432-261X
Sample Information.
| Sample | Age | Sex | Diagnosis | Level* | LSAR** |
|---|---|---|---|---|---|
| L1 | 74 | Female | Lumbar spinal stenosis | L4-5 | 0.67 |
| L2 | 72 | Female | Lumbar spinal stenosis | L4-5 | 0.49 |
| L3 | 80 | Male | Lumbar spinal stenosis | L4-5 | 0.49 |
| L4 | 70 | Male | Lumbar spinal stenosis | L4-5 | 0.53 |
| L5 | 79 | Female | Lumbar spinal stenosis | L3-4 | 0.59 |
| L6 | 79 | Female | Lumbar spinal stenosis | L4-5 | 0.80 |
| L7 | 67 | Male | Lumbar spinal stenosis | L3-4 | 0.87 |
| L8 | 82 | Male | Lumbar spinal stenosis | L3-4 | 0.74 |
| L9 | 78 | Male | Lumbar spinal stenosis | L4-5 | 0.89 |
| L10 | 76 | Male | Lumbar spinal stenosis | L5-S1 | 0.55 |
| N1 | 73 | Male | Lumbar spinal stenosis | L3-4 | 0.30 |
| N2 | 91 | Female | Lumbar spinal stenosis | L4-5 | 0.38 |
| N3 | 74 | Male | Lumbar spinal stenosis | L4-5 | 0.33 |
| N4 | 64 | Female | Lumbar disc herniation | L4-5 | 0.15 |
| N5 | 57 | Female | Lumbar disc herniation | L2-3 | 0.27 |
| N6 | 63 | Male | Lumbar disc herniation | L3-4 | 0.34 |
| N7 | 87 | Female | Lumbar spinal stenosis | L2-3 | 0.36 |
| N8 | 62 | Female | Lumbar spinal stenosis | L4-5 | 0.23 |
| N9 | 66 | Male | Lumbar spinal stenosis | L4-5 | 0.32 |
| N10 | 70 | Male | Lumbar spinal stenosis | L4-5 | 0.33 |
*The levels of the spinal joints where ligamentum flavum (LF) samples were obtained.
**The ratio of cross sectional area of LF to that of spinal canal in the joint where LF samples were obtained.
Sample Summary.
| Control (non-ligamentous) | Ligamentous | p value | |
|---|---|---|---|
| Case (n) | 10 | 10 | |
| Diagnosis* | Lumbar spinal stenosis (7) | Lumbar spinal stenosis (10) | |
| Lumbar disc herniation (3) | |||
| Age (yrs) [range] | 70.70±10.98[57-91] | 75.70±4.83[67-82] | 0.211 |
| Sex (M:F) | 5:5 | 6:4 | 0.653** |
| CSA of LF (mm2) | 60.26±16.71 | 121.90±31.91 | 0.000102 |
| CSA of spinal canal (mm2) | 200.04±28.26 | 188.22±42.66 | 0.479 |
| LSAR*** | 0.301±0.068 | 0.662±0.154 | 0.0000171 |
*Parentheses, number of cases
**Fisher’s exact test
*** Ligamentum flavum/spinal canal area ratio
Data are expressed as mean±SD.
Differentially Expressed miRNAs.
| miRNA species | Regulation | Fold Change | p value |
|---|---|---|---|
| miR-1228-3p | Down | -1.26 | 0.04318 |
| miR-1237 | Down | -5.38 | 0.02298 |
| miR-30c-2-3p | Down | -1.21 | 0.02649 |
| miR-423-5p | Down | -1.18 | 0.00510 |
| miR-4306 | Down | -1.26 | 0.00464 |
| miR-483-5p | Down | -1.31 | 0.02848 |
| miR-497-5p | Up | 1.51 | 0.03140 |
| miR-514b-5p | Down | -1.24 | 0.02212 |
| miR-516b-5p | Down | -5.26 | 0.00392 |
| miR-765 | Down | -1.36 | 0.00950 |
Regulation and fold change indicate the comparison of ligamentous group to control group.
Figure 1.Heatmap of the differentially expressed miRNA. The sample names (Ligamentous group, L1-L10; control group, N1-N10) correspond to Table 1. The hierarchical clustering of the samples was conducted by Euclidean measurement and Ward’s method for linkage using normalized intensity values.
Predicted Pathways Involving the miRNA.
| Canonical pathways | p value |
|---|---|
| Aryl hydrocarbon receptor signaling | 0.000776 |
| Pentose phosphate pathway (oxidative branch) | 0.00278 |
| Wnt/β-catenin signaling | 0.00361 |
| GADD45 signaling | 0.00774 |
| Insulin receptor signaling | 0.0106 |
Figure 2.Canonical pathways involved in LF hypertrophy predicted by miRNA signature. A, AHR signaling. B, Wnt/β-catenin signaling. C, Insulin receptor signaling. The estimated network through IPA on the target genes of the miRNA signature for LF hypertrophy listed in Table 3. Genes/miRNA directly (solid arrow) and indirectly (broken arrow) interacted with them.