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Zheng Z, Chen J, Xu J, Jiang B, Li L, Li Y, Dai Y, Wang B. Peripheral blood RNA biomarkers can predict lesion severity in degenerative cervical myelopathy. Neural Regen Res 2025; 20:1764-1775. [PMID: 39104114 PMCID: PMC11688566 DOI: 10.4103/nrr.nrr-d-23-01069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/10/2023] [Accepted: 11/23/2023] [Indexed: 08/07/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202506000-00027/figure1/v/2024-08-05T133530Z/r/image-tiff Degenerative cervical myelopathy is a common cause of spinal cord injury, with longer symptom duration and higher myelopathy severity indicating a worse prognosis. While numerous studies have investigated serological biomarkers for acute spinal cord injury, few studies have explored such biomarkers for diagnosing degenerative cervical myelopathy. This study involved 30 patients with degenerative cervical myelopathy (51.3 ± 7.3 years old, 12 women and 18 men), seven healthy controls (25.7 ± 1.7 years old, one woman and six men), and nine patients with cervical spondylotic radiculopathy (51.9 ± 8.6 years old, three women and six men). Analysis of blood samples from the three groups showed clear differences in transcriptomic characteristics. Enrichment analysis identified 128 differentially expressed genes that were enriched in patients with neurological disabilities. Using least absolute shrinkage and selection operator analysis, we constructed a five-gene model (TBCD, TPM2, PNKD, EIF4G2, and AP5Z1) to diagnose degenerative cervical myelopathy with an accuracy of 93.5%. One-gene models (TCAP and SDHA) identified mild and severe degenerative cervical myelopathy with accuracies of 83.3% and 76.7%, respectively. Signatures of two immune cell types (memory B cells and memory-activated CD4+ T cells) predicted levels of lesions in degenerative cervical myelopathy with 80% accuracy. Our results suggest that peripheral blood RNA biomarkers could be used to predict lesion severity in degenerative cervical myelopathy.
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Affiliation(s)
- Zhenzhong Zheng
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Jialin Chen
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Jinghong Xu
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Bin Jiang
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Lei Li
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Yawei Li
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Yuliang Dai
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
| | - Bing Wang
- Department of Spine Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan Province, China
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Kann MR, Lavadi RS, Crane A, Aizooky T, Hardi A, Polavarapu H, Kumar RP, Mitha R, Shah M, Hamilton DK, Agarwal N. Fluid biomarkers for cervical spondylotic myelopathy. Neurosurg Rev 2025; 48:232. [PMID: 39945892 DOI: 10.1007/s10143-025-03217-6] [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: 07/19/2024] [Revised: 12/02/2024] [Accepted: 01/07/2025] [Indexed: 05/09/2025]
Abstract
INTRODUCTION There is a scarcity of literature exploring fluid-based biomarkers that have the potential to provide deeper insights into the cellular mechanisms underlying cervical spondylotic myelopathy (CSM) symptom presentation and postoperative recovery. This systematic review synthesized the literature on invasive, fluid-based biomarkers and their clinical significance with CSM. MATERIALS AND METHODS A comprehensive search strategy was developed for concepts of biomarkers and CSM. Retrieved results underwent title, abstract, and full-text screening with inclusion criteria being original research including animal or human subjects affected by CSM/compression myelopathy that investigated the relationship between a fluid-based biomarker and CSM. Risk-of-bias was reported using the OHAT Risk of Bias Rating Tool. RESULTS The search strategy resulted in 191 unique manuscripts, with 20 meeting the predetermined inclusion/exclusion criteria, included in final analysis. Of these, 15 (75.0%) were human studies, two (10.0%) were animal studies, and three studies (15.0%) included both human and animal subjects. Across human studies, the fluid utilized for biomarker assessment was blood, (N = 8, 44.4%), cerebrospinal fluid (CSF) (N = 9, 50.0%), and both blood and CSF (N = 1, 5.6%). The three most common biomarkers assessed across human studies were NSE (N = 4, 22.2%), S100b (N = 4, 22.2%), and pNF-H (N = 4, 22.2%). Risk of bias due to inadequate comparison groups was present in three human studies (16.7%) and two animal studies (40%). CONCLUSIONS This comprehensive systematic review identified several associations between blood and CSF-based neural, glial, and inflammatory biomarkers and CSM. However, the vast heterogeneity across studies renders it difficult to draw definitive conclusions. Future research within larger, prospective patient cohorts is needed to fully elucidate the utility these biomarkers may hold in the clinical evaluation of patients with CSM.
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Affiliation(s)
- Michael R Kann
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Raj Swaroop Lavadi
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Alex Crane
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Taim Aizooky
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Angela Hardi
- Becker Medical Library, Washington University School of Medicine, St. Louis, MO, USA
| | - Hanish Polavarapu
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Rohit Prem Kumar
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Rida Mitha
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Manan Shah
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - D Kojo Hamilton
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Nitin Agarwal
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
- Neurological Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USA.
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Doi T, Inoue T, Sugaya J, Horii C, Tozawa K, Nakarai H, Sasaki K, Yoshida Y, Ito Y, Ohtomo N, Sakamoto R, Nakajima K, Nagata K, Okamoto N, Nakamoto H, Kato S, Taniguchi Y, Matsubayashi Y, Tanaka S, Okazaki K, Oshima Y. Noninvasive Skin Autofluorescence of Advanced Glycation End Products in Patients with Degenerative Cervical Myelopathy. World Neurosurg 2025; 194:123556. [PMID: 39653077 DOI: 10.1016/j.wneu.2024.12.015] [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: 12/03/2024] [Accepted: 12/04/2024] [Indexed: 12/30/2024]
Abstract
OBJECTIVE To clarify the association between skin autofluorescence of advanced glycation end products (AGEs) and clinical outcomes and pain in patients with degenerative cervical myelopathy (DCM). METHODS Consecutive patients with DCM were prospectively enrolled. AGEs assessed by skin autofluorescence (the AGE score) were examined at the middle fingertip in eligible patients. Patients were divided into lower AGE score (AGE-L) and higher AGE score (AGE-H) groups based on a cutoff AGE score of 0.54. Demographic data, laboratory data, maximum spinal cord compression, clinical outcomes, such as European Quality of Life-5 Dimensions, Neck Disability Index, and Japanese Orthopaedic Association score, and Numerical Rating Scale (NRS) score for neck, arm, hand, leg, and foot pain were compared between the two groups. Multiple linear regression analysis was performed to assess the association between the AGE score and the NRS score for pain in the lower limbs. RESULTS Of the 263 patients, 93 were included in this study (41 with the AGE-L group and 52 with the AGE-H group). Demographic data, laboratory data, maximum spinal cord compression, and clinical outcomes were comparable between the two groups. The AGE-H group had significantly higher NRS scores for leg and foot pain than the AGE-L group. Multiple linear regression analysis revealed that higher AGE scores were significantly associated with more severe pain in the lower limbs in patients with DCM. CONCLUSIONS Noninvasive skin autofluorescence of AGEs may be a useful biomarker for pain symptoms in the lower limbs in patients with DCM.
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Affiliation(s)
- Toru Doi
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan; Department of Orthopaedic Surgery, Tokyo Women's Medical University, Tokyo, Japan.
| | - Tomohisa Inoue
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Jun Sugaya
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Chiaki Horii
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Keiichiro Tozawa
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Hiroyuki Nakarai
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Katsuyuki Sasaki
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Yuichi Yoshida
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Yusuke Ito
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Nozomu Ohtomo
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Ryuji Sakamoto
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Koji Nakajima
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Kosei Nagata
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Naoki Okamoto
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Hideki Nakamoto
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - So Kato
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Yuki Taniguchi
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | | | - Sakae Tanaka
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
| | - Ken Okazaki
- Department of Orthopaedic Surgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Yasushi Oshima
- Department of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan
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Wang H, Ye W, Xiong J, Gao Y, Ge X, Wang J, Zhu Y, Tang P, Zhou Y, Wang X, Gu Y, Liu W, Luo Y, Cai W. Application of Short T1 Inversion Recovery Sequence in Increased Signal Intensity Following Cervical Spondylotic Myelopathy. World Neurosurg 2024; 187:e1097-e1105. [PMID: 38762028 DOI: 10.1016/j.wneu.2024.05.063] [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: 01/02/2024] [Accepted: 05/10/2024] [Indexed: 05/20/2024]
Abstract
OBJECTIVES To compare magnetic resonance (MR) short T1 inversion recovery (STIR) sequence with MR T2-weighted (T2W) sequence for detecting increased signal intensity (ISI) and assessing outcomes of ISI in cervical spondylotic myelopathy (CSM). METHODS Data of patients with CSM who showed ISI on MR imaging and had undergone cervical spine surgery were retrospectively reviewed. STIR and T2W images were examined to assess signal intensity ratio (SIR), length and grading of the ISI, maximal spinal cord compression, canal narrowing ratio, and ligamentum flavum hypertrophy. The patients were divided into good and poor groups based on their outcomes. χ2 tests and variance analysis were used to assess intergroup differences. Univariate and multivariate logistic regression analyses were performed to identify risk factors for poor outcomes, and receiver operating characteristic curves were plotted to detect prognostic effects. RESULTS SIR and ISI lengths were significantly different between the STIR and T2 images. In the univariate logistic regression analysis, age, diabetes, SIRT2, SIRSTIR, and ISISTIR grading were significant factors. Accordingly, in the multivariate logistic regression analysis, age, diabetes, SIRT2, and SIRSTIR were included in the model. Among patients with diabetes, we observed a significant difference between SIRT2 and SIRSTIR. CONCLUSIONS The STIR sequence demonstrated superior capability to the T2W sequence in detecting ISI; however, there was no obvious difference in predicted outcomes. STIR sequence has a better prognostic value than T2W sequence in patients with diabetes who have CSM. ISI grading based on the STIR sequence may be a clinically valuable indicator.
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Affiliation(s)
- Haofan Wang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Wu Ye
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Junjun Xiong
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yu Gao
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xuhui Ge
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiaxing Wang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yufeng Zhu
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Pengyu Tang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yitong Zhou
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiaokun Wang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yao Gu
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Wei Liu
- Department of Orthopedics, Second Affiliated Hospital of Naval Medical University Shanghai, Shanghai, China
| | - Yongjun Luo
- Department of Orthopedics, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, Jiangsu, China
| | - Weihua Cai
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
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Azad TD, Ran KR, Liu J, Vattipally VN, Khela H, Leite E, Materi JD, Davidar AD, Bettegowda C, Theodore N. A future blood test for acute traumatic spinal cord injury. Biomarkers 2023; 28:703-713. [PMID: 38126897 DOI: 10.1080/1354750x.2023.2298650] [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: 10/21/2023] [Accepted: 12/18/2023] [Indexed: 12/23/2023]
Abstract
Acute spinal cord injury (SCI) requires prompt diagnosis and intervention to minimize the risk of permanent neurologic deficit. Presently, SCI diagnosis and interventional planning rely on magnetic resonance imaging (MRI), which is not always available or feasible for severely injured patients. Detection of disease-specific biomarkers in biofluids via liquid biopsy may provide a more accessible and objective means of evaluating patients with suspected SCI. Cell-free DNA, which has been used for diagnosing and monitoring oncologic disease, may detect damage to spinal cord neurons via tissue-specific methylation patterns. Other types of biomarkers, including proteins and RNA species, have also been found to reflect neuronal injury and may be included as part of a multi-analyte assay to improve liquid biopsy performance. The feasibility of implementing liquid biopsy into current practices of SCI management is supported by the relative ease of blood sample collection as well as recent advancements in droplet digital polymerase chain reaction technology. In this review, we detail the current landscape of biofluid biomarkers for acute SCI and propose a framework for the incorporation of a putative blood test into the clinical management of SCI.
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Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Kathleen R Ran
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Jiaqi Liu
- Georgetown University School of Medicine, Washington, DC, USA
| | | | - Harmon Khela
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Enzo Leite
- Faculdade Pernambucana de Saúde (FPS), Recife, PE, Brazil
| | - Joshua D Materi
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - A Daniel Davidar
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Nicholas Theodore
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA
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