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Zhu A, Liu Y, Liu Y. Identification of key genes and regulatory mechanisms in adult degenerative scoliosis. J Clin Neurosci 2024; 119:170-179. [PMID: 38103507 DOI: 10.1016/j.jocn.2023.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND Adult degenerative scoliosis (ADS) is a spinal disorder, but its pathogenesis remain unclear. Therefore, in this study, we utilized data from the GEO database and explored the key genes and regulatory mechanisms involved in ADS. METHODS We performed bioinformatics analysis on the GSE209825 dataset of GEO database. Weighted gene co-expression network analysis (WGCNA) was used to identify ADS-related gene modules, and we performed gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. We constructed a protein-protein interaction (PPI) network using the STRING database. We validated the specificity of hub genes in ADS using the GSE34095 dataset and plotted ROC curves for the identification of different degenerative spinal diseases based on the hub genes expression RESULTS: We identified 113 differentially expressed lncRNAs. WGCNA identified the MEblack module had the strongest correlation to ADS. GO and KEGG analyses of target genes in lncRNAs revealed their involvement in immune responses, inflammation, cellular processes, and metabolic pathways. Through PPI and ROC analysis, 10 hub genes linked to ADS diseases with certain specificity were found: ELANE, LTF, DEFA1B, SLC2A4, DEFA1, FAXDC2, LCN2, CTSB, FDFT1, and AURKA. CONCLUSIONS We identified 10 potential hub genes associated with ADS and constructed a transcription factors (TFs)-lncRNAs-hub genes regulatory network. These findings provide a new direction and research basis for the targeted treatment and mechanism research of ADS.
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Affiliation(s)
- Aoran Zhu
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun 130021, China
| | - Ying Liu
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun 130021, China
| | - Yan Liu
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun 130021, China.
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Zhao Y, Ma Y, Wang Q, Luo H, Liu J, Lu S. Digital anatomical study and clinical application of the ideal S2 alar-lliac screw trajectory. BMC Surg 2023; 23:301. [PMID: 37794394 PMCID: PMC10552375 DOI: 10.1186/s12893-023-02167-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 08/25/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND To investigate the ideal trajectory for the S2AI screw and to clinically validate its safety feasibility. METHODS The 3D model was reconstructed from CT data of the pelvis of 30 selected adults, and the 3D coordinate system was established with the first sacral superior endplate as the horizontal plane. A set of cutting planes was made at 3 mm intervals in the coronal plane, and the cross-sectional internal tangent circles were divided in the target area. Using the linear fitting function, the axis of 90 mm length was calculated by the least squares method for each inner tangent circle center. The diameter of the axis is gradually increased until the first contact with the cortex, and the cylindrical model is the ideal screw trajectory. The intersection of the axis and the dorsal cortex is the screw placement point, which is located by Horizon Distance (HD) and Vertical Distance (VD); the diameter of the screw trajectory (d) is the diameter of the cylindrical model; the direction of the screw trajectory is determined by Sagittal Angle (SA) and Transverse Angle (TA). The screw trajectory orientation is determined by Sagittal Angle (SA) and Transverse Angle (TA). Based on the ideal screw trajectory, the 3D printed surgical guide and freehand techniques were used to verify its safety feasibility, respectively. RESULTS The screw placement points [HD (4.7 ± 1.0) mm, VD (19.7 ± 1.9) mm], screw placement directions [SA (31.3°±2.3°), TA (42.4°±2.3°)], and screw dimensions for the ideal screw trajectory of the S2AI were combined for analysis. (L is 90 mm, d is 13.2 ± 1.4 mm). The S2AI screw superiority rate [96.6% (56/58)] and reasonable rate [100%] were higher in the guide group than in the freehand group [90.0% (63/70), 97.1% (68/70)], but the differences were not statistically significant (P > 0.05). Although screws invaded the cortex in both groups, there were no associated adverse events in either group. CONCLUSION The S2AI screw-based ideal trajectory placement is a safe, feasible and accurate method of screw placement.
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Affiliation(s)
- Yonghui Zhao
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China
| | - Yulong Ma
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China
| | - Qiyang Wang
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China
| | - Haotian Luo
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China
| | - Jie Liu
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China.
| | - Sheng Lu
- Department of Orthopedics, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, 157 Jinbi Road, Kunming, Xishan District, China.
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Polly DW, Holton KJ, Soriano PO, Sembrano JN, Martin CT, Hendrickson NR, Jones KE. Multiple Points of Pelvic Fixation: Stacked S2-Alar-Iliac Screws (S2AI) or Concurrent S2AI and Open Sacroiliac Joint Fusion with Triangular Titanium Rod. JBJS Essent Surg Tech 2022; 12:e21.00044. [PMID: 36743282 PMCID: PMC9889296 DOI: 10.2106/jbjs.st.21.00044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Sacropelvic fixation is a continually evolving technique in the treatment of adult spinal deformity. The 2 most widely utilized techniques are iliac screw fixation and S2-alar-iliac (S2AI) screw fixation1-3. The use of these techniques at the base of long fusion constructs, with the goal of providing a solid base to maintain surgical correction, has improved fusion rates and decreased rates of revision4. Description The procedure is performed with the patient under general anesthesia in the prone position and with use of 3D computer navigation based on intraoperative cone-beam computed tomography (CT) imaging. A standard open posterior approach with a midline incision and subperiosteal exposure of the proximal spine and sacrum is performed. Standard S2AI screw placement is performed. The S2AI starting point is on the dorsal sacrum 2 to 3 mm above the S2 foramen, aiming as caudal as possible in the teardrop. A navigated awl is utilized to establish the screw trajectory, passing through the sacrum, across the sacroiliac (SI) joint, and into the ilium. The track is serially tapped with use of navigated taps, 6.5 mm followed by 9.5 mm, under power. The screw is then placed under power with use of a navigated screwdriver.Proper placement of the caudal implant is vital as it allows for ample room for subsequent instrumentation. The additional point of pelvic fixation can be an S2AI screw or a triangular titanium rod (TTR). This additional implant is placed cephalad to the trajectory of the S2AI screw. A starting point 2 to 3 mm proximal to the S2AI screw tulip head on the sacral ala provides enough clearance and also helps to keep the implant low enough in the teardrop that it is likely to stay within bone. More proximal starting points should be avoided as they will result in a cephalad breach.For procedures with an additional point of pelvic fixation, the cephalad S2AI screw can be placed using the previously described method. For placement of the TTR, the starting point is marked with a burr. A navigated drill guide is utilized to first pass a drill bit to create a pilot hole, followed by a guide pin proximal to the S2AI screw in the teardrop. Drilling the tip of the guide pin into the distal, lateral iliac cortex prevents pin backout during the subsequent steps. A cannulated drill is then passed over the guide pin, traveling from the sacral ala and breaching the SI joint into the pelvis. A navigated broach is then utilized to create a track for the implant. The flat side of the triangular broach is turned toward the S2AI screw in order to help the implant sit as close as possible to the screw and to allow the implant to be as low as possible in the teardrop. The navigation system is utilized to choose the maximum possible implant length. The TTR is then passed over the guide pin and impacted to the appropriate depth. Multiplanar post-placement fluoroscopic images and an additional intraoperative CT scan of the pelvis are obtained to verify instrumentation position. Alternatives The use of spinopelvic fixation in long constructs is widely accepted, and various techniques have been described in the past1. Alternatives to stacked S2AI screws or S2AI with TTR for SI joint fusion include traditional iliac screw fixation with offset connectors, modified iliac fixation, sacral fixation alone, and single S2AI screw fixation. Rationale The lumbosacral junction is the foundation of long spinal constructs and is known to be a point of high mechanical strain5-7. Although pelvic instrumentation has been utilized to increase construct stiffness and fusion rates, pelvic fixation failure is frequently reported8,9. At our institution, we identified a 5% acute pelvic fixation failure rate over an 18-month period10. In a subsequent multicenter retrospective series, a similar 5% acute pelvic fixation failure rate was also reported11. In response to these findings, our institution changed its pelvic fixation strategies to incorporate multiple points of pelvic fixation. From our experience, utilization of multiple pelvic fixation points has decreased acute failure. In addition to preventing instrumentation failure, S2AI screws are lower-profile, which decreases the complication of implant prominence associated with traditional iliac screws. S2AI screw heads are also more in line with the pedicle screw heads, which decreases the need for excessive rod bending and connectors.The use of the techniques has been described in case reports and imaging studies12-14, but until now has not been visually represented. Here, we provide technical and visual presentation of the placement of stacked S2AI screws or open SI joint fusion with a TTR above an S2AI screw. Expected Outcomes Pelvic fixation provides increased construct stiffness compared with sacral fixation alone15-17 and has shown better rates of fusion4. However, failure rates of up to 35%8,9 have been reported, and our own institution identified a 5% acute pelvic fixation failure rate10. In response to this, the multiple pelvic fixation strategy (stacked S2AI screws or S2AI and TTR for SI joint fusion) has been more widely utilized. In our experience utilizing multiple points of pelvic fixation, we have noticed a decreased rate of pelvic fixation failure and are in the process of reporting these findings18,19. Important Tips The initial trajectory of the caudal S2AI screw needs to be as low as possible within the teardrop, just proximal to the sciatic notch.The starting point for the cephalad implant should be 2 to 3 mm proximal to the S2AI screw tulip head. This placement provides enough clearance and helps to contain the implant in bone.More proximal starting points may result in cephalad breach of the TTR.The use of a reverse-threaded Kirschner wire helps to prevent pin backout while drilling and broaching for TTR placement.If malpositioning of the TTR is found on imaging, removal and redirection is technically feasible. Acronyms and Abbreviations S2AI = S2-alar-iliacTTR = triangular titanium rodCT = computed tomographyAP = anteroposteriorOR = operating roomSI = sacroiliacDRMAS = dual rod multi-axial screwK-wire = Kirschner wireDVT = deep vein thrombosisPE = pulmonary embolism.
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Affiliation(s)
- David W. Polly
- Department of Orthopaedic Surgery, University of Minnesota, Minneapolis, Minnesota,Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota,Email for corresponding author:
| | - Kenneth J. Holton
- Department of Orthopaedic Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Paul O. Soriano
- Department of Orthopaedic Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Jonathan N. Sembrano
- Department of Orthopaedic Surgery, University of Minnesota, Minneapolis, Minnesota
| | | | | | - Kristen E. Jones
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota
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Funao H, Yamanouchi K, Fujita N, Kado Y, Kato S, Otomo N, Isogai N, Sasao Y, Ebata S, Kitagawa Y, Watanabe K, Obara H, Ishii K. Comparative Study of S2-Alar-Iliac Screw Trajectories between Males and Females Using Three-Dimensional Computed Tomography Analysis: The True Lateral Angulation of the S2-Alar-Iliac Screw in the Axial Plane. J Clin Med 2022; 11:jcm11092511. [PMID: 35566635 PMCID: PMC9104294 DOI: 10.3390/jcm11092511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 04/24/2022] [Accepted: 04/27/2022] [Indexed: 11/16/2022] Open
Abstract
The S2 alar-iliac screw (S2AIS) is commonly used for long spinal fusion as a rigid distal foundation in spinal deformity surgeries, and it is also used in percutaneous sacropelvic fixation for providing an in-line connection to the proximal spinal constructs without using offset connectors. Although the pelvic shape is different between males and females, reports on S2AIS trajectories according to gender have been scarce in the literature. In this paper, S2AIS trajectories are compared between males and females using pelvic three-dimensional computed tomography (3D-CT) in a normal Japanese population. After resetting the caudal angulation in CT-imaging plane manipulation, the angulation of S2AIS was more lateral in the axial plane and more horizontal in the coronal plane in females. Mean distances from the midline to starting points of S2AIS tended to be shorter in females, whereas mean distances from the midline to the posterior superior iliac spine was significantly longer in females. We also found that there were positive correlations between the patients’ height and the maximal lengths of S2AISs, and the patients’ height and minimal areas of S2AIS pathways. Our results are useful not only for conventional open spinal surgery, but also for minimally invasive spine surgery.
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Affiliation(s)
- Haruki Funao
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
- Correspondence: (H.F.); (K.I.); Tel.: +81-476-35-5600 (H.F. & K.I.)
| | - Kento Yamanouchi
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
| | - Naruhito Fujita
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
| | - Yukihiro Kado
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
| | - Shuzo Kato
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
| | - Nao Otomo
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
| | - Norihiro Isogai
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
| | - Yutaka Sasao
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
| | - Shigeto Ebata
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan; (Y.K.); (H.O.)
| | - Kota Watanabe
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan;
| | - Hideaki Obara
- Department of Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan; (Y.K.); (H.O.)
| | - Ken Ishii
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Narita 286-0048, Japan; (K.Y.); (N.F.); (S.K.); (N.O.); (N.I.); (Y.S.); (S.E.)
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Narita 286-8520, Japan;
- Department of Orthopaedic Surgery, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo 160-8582, Japan;
- Correspondence: (H.F.); (K.I.); Tel.: +81-476-35-5600 (H.F. & K.I.)
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Luo Y, Li Y, He L, Yi C. S2-Alar-Iliac Screw Fixation versus Iliac Screw Fixation in the Treatment of Sacral Fractures. J INVEST SURG 2022; 35:1224-1230. [PMID: 34974780 DOI: 10.1080/08941939.2021.2022253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
PURPOSE To compare the short-term therapeutic effects of S2-alar-iliac (S2AI) screw fixation and iliac screw fixation techniques in managing sacral fractures. METHODS From September 2015 to May 2020, 42 patients with sacral fractures who underwent lumbopelvic fixation by a single surgeon were analyzed. The patients were divided into the S2AI screw group (19 patients) and the iliac screw group (23 patients). Operative data, reduction quality, postoperative complications, and functional outcomes were evaluated. RESULTS The incidence of unplanned reoperation was significantly different between patients treated with S2AI screws than in those treated with iliac screws (0 versus 6, p = 0.02). The mean intraoperative estimated blood loss was 405.26 ± 229.67 mL in the S2AI screw group and 539.13 ± 246.32 mL in the iliac screw group (P = 0.08). No significant difference was observed in either group regarding the quality of reduction, functional outcome, or low back pain. The reduction quality based on the Matta criteria and excellent/good outcomes were 21/2 in the iliac screw group and 17/2 in the S2AI screw group. The functional outcomes based on the Majeed score and excellent/good/fair outcomes were 17/3/3 in the iliac screw group and 17/1/1 in the S2AI screw group. No complications, including implant breakage, loosening of the implant, or loss of reduction were found in either group during follow-up. CONCLUSION Both S2AI screws and iliac screws were effective in the treatment of sacral fractures. The use of S2AI screws, however, was independently associated with fewer unplanned reoperations for surgical site infection, wound dehiscence, and symptoms of screw protrusion than the use of iliac screws.
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Affiliation(s)
- Yangxing Luo
- Department of Traumatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yue Li
- Department of Traumatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li He
- Department of Traumatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chengla Yi
- Department of Traumatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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