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Álvarez-Muñoz M, Jerez-Olate C, Opazo-Capurro A, Alcántara-Dufeu R, Bello-Toledo H, González-Rocha G, Sánchez-Sanhueza G. Whole-genome sequencing analysis of Cutibacterium spp. recovered from health care-associated endodontic infections. Arch Oral Biol 2025; 173:106207. [PMID: 40010066 DOI: 10.1016/j.archoralbio.2025.106207] [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: 05/26/2024] [Revised: 01/23/2025] [Accepted: 02/18/2025] [Indexed: 02/28/2025]
Abstract
OBJECTIVE Cutibacterium acnes (C. acnes) has been detected in culture and molecular studies of endodontic microbiota, indicating its potential as a neglected pathogen in endodontic infections. This study aimed to conduct a complete genomic analysis of three Cutibacterium spp. isolates obtained from persistent endodontic infections in patients from Chile. DESIGN Whole genome sequencing and comprehensive genomic analysis using diverse bioinformatics platforms and databases were carried out. RESULTS In-silico analysis confirmed that strains A1 and E3 correspond to C. acnes species, while strain B1 corresponds to C. namnetense. Additionally, C. acnes strain A1 belongs to the phylotype IA1, sequence type (ST) 4 and belongs to the clonal complex (CC) 4, whereas C. acnes strain E3 belongs to a novel ST. No antibiotic resistance, however, a variable distribution and identity of the VF was found. CONCLUSIONS Detailed analysis of genes associated with virulence factors shed light on the intrinsic pathogenic capacity of these strains, which may indicate differential adaptation to their specific niches or diversity in pathogenicity within the species.
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Affiliation(s)
- Mónica Álvarez-Muñoz
- Departamento de Odontología Restauradora, Facultad de Odontología, Universidad de Concepción, Chile
| | - Christian Jerez-Olate
- Facultad de Odontología y Ciencias de la Rehabilitación, Universidad San Sebastián, Lientur 1457, Concepción, Chile; Laboratorio de Investigación en Agentes Antibacterianos (LIAA), Departamento de Microbiología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile
| | - Andrés Opazo-Capurro
- Laboratorio de Investigación en Agentes Antibacterianos (LIAA), Departamento de Microbiología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile; Grupo de Estudio en Resistencia Antimicrobiana (GRAM), Universidad de Concepción, Chile
| | - Raúl Alcántara-Dufeu
- Departamento de Odontología Restauradora, Facultad de Odontología, Universidad de Concepción, Chile
| | - Helia Bello-Toledo
- Laboratorio de Investigación en Agentes Antibacterianos (LIAA), Departamento de Microbiología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile
| | - Gerardo González-Rocha
- Laboratorio de Investigación en Agentes Antibacterianos (LIAA), Departamento de Microbiología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile; Grupo de Estudio en Resistencia Antimicrobiana (GRAM), Universidad de Concepción, Chile
| | - Gabriela Sánchez-Sanhueza
- Departamento de Odontología Restauradora, Facultad de Odontología, Universidad de Concepción, Chile; Laboratorio de Investigación en Agentes Antibacterianos (LIAA), Departamento de Microbiología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile.
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Yang W, Xu Y, Tan Y, Lin J, Chen H, Li S, Miao H, Ye D. Molecular Mechanisms of Intervertebral Disc Degeneration Induced by Propionibacterium acnes. BIOMED RESEARCH INTERNATIONAL 2025; 2025:5513856. [PMID: 40264644 PMCID: PMC12014266 DOI: 10.1155/bmri/5513856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 03/14/2025] [Indexed: 04/24/2025]
Abstract
Intervertebral disc degeneration (IVDD), a prevalent degenerative disorder with substantial socioeconomic impacts, is closely linked to endplate inflammation and chronic low back pain. Its pathogenesis involves multifactorial mechanisms, including long-term chronic mechanical loading, external trauma, and hereditary factors. Emerging evidence highlights Propionibacterium acnes (P. acnes), a gram-positive bacterium with potent proinflammatory properties, as a key contributor to IVDD progression. This review systematically analyses the latest literature on related studies, focusing on the molecular mechanisms of IVDD induced by P. acnes. Three molecules play an important role in the induction of IVDD by P. acnes, namely, IL-1β, MIF, and MMP. In addition, P. acnes induces IVDD through three core mechanisms, namely, proinflammatory (activation of TLR2, production of large amounts of ROS to promote inflammation), pyroptosis (production of large amounts of NLRP3 through the TXNIP-NLRP3 axis and the ROS-NLRP3 axis), and apoptosis (promotion of Bax and inhibition of Bcl-2 expression through the TLR2-JNK pathway). The dissection of these related important molecules and pathogenic mechanisms can lead to a better understanding of the role of P. acnes in IVDD. It can provide an important theoretical basis for future research. However, the current study's lack of large-scale clinical validation, unresolved colonization controversies, and limited experimental methods are limitations. Therefore, in the future, it is still necessary to improve the relevant theories and resolve the current controversies through more advanced experimental methods and higher quality clinical studies. In conclusion, the study of P. acnes-induced IVDD is promising, and further research can be conducted in the future, which is expected to develop novel therapeutic approaches for P. acnes, thus effectively slowing down the development of IVDD.
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Affiliation(s)
- Weichao Yang
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Yude Xu
- Department of Pain Medicine, Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Yong Tan
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Jinzhi Lin
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Huan Chen
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Shaojin Li
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Haixiong Miao
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Dongping Ye
- Guangzhou Red Cross Hospital, Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
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Tang X, Zhong J, Luo H, Zhou F, Wang L, Lin S, Xiong J, Lv H, Zhou Z, Yu H, Cao K. Efficacy of Naringenin against aging and degeneration of nucleus pulposus cells through IGFBP3 inhibition. Sci Rep 2025; 15:6780. [PMID: 40000729 PMCID: PMC11861589 DOI: 10.1038/s41598-025-90909-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
Naringenin (NAR), a natural flavonoid, exerts anti-inflammatory and antioxidant pharmacology. However, the pharmacological mechanisms through which NAR prevents and treats intervertebral disc degeneration (IDD) remain unclear. We utilized bioinformatics, machine learning, and network pharmacology to identify shared targets among NAR, senescence, and IDD. Subsequently, molecular docking was conducted to evaluate NAR's binding affinity to common target. Additionally, we used IL-1β to induce senescence and degeneration in nucleus pulposus cells (NPCs) and conducted a series of cellular assays, including immunoblotting, immunofluorescence, β-galactosidase staining, cell proliferation, cell cycle analysis, and measurement of reactive oxygen species levels, to investigate NAR's impact on IL-1β-induced senescence and degeneration of NPCs. Our study revealed that Insulin-like growth factor binding protein 3 (IGFBP3) was the only common target. IGFBP3 exhibited significant differences between the IDD and healthy groups and proved to be an effective diagnostic marker for IDD. Molecular docking confirmed the binding between NAR and IGFBP3. In vitro experiments, we observed that Igfbp3 expression increased in the senescence and degeneration groups. Igfbp3 knockdown and NAR attenuated IL-1β-induced senescence and degenerative phenotypes in NPCs. In contrast, the effect of NAR was attenuated by recombinant IGFBP3 protein. In conclusion, our findings suggest that NAR plays a preventive and therapeutic role in IDD, likely achieved through the inhibition of Igfbp3 expression.
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Affiliation(s)
- Xiaokai Tang
- Department of Orthopedics, People's Hospital of Deyang City, Deyang, China
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China
| | - Junlong Zhong
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
| | - Hao Luo
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China
| | - Faxin Zhou
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China
| | - Lixia Wang
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China
| | - Sijian Lin
- Department of Rehabilitation Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Jiachao Xiong
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
| | - Hao Lv
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China
| | - Zhenhai Zhou
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China
| | - Honggui Yu
- Orthopedic Hospital, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, #1519 Dongyue Avenue, Nanchang, 330209, Jiangxi, China.
| | - Kai Cao
- The Key Laboratory of Spine and Spinal Cord Disease of Jiangxi Province, Nanchang, 330006, China.
- Department of Orthopedics, Affiliated Rehabilitation Hospital of Nanchang University, Nanchang, 330002, China.
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Li L, Wang C, Zhang H, Liu Z, Lian Z, Li H, Tao H, Ma X. New-Occurrence of Postoperative Modic Changes and Its Influence on the Surgical Prognosis After Percutaneous Endoscopic Lumbar Disc Discectomy. Orthop Surg 2025; 17:482-491. [PMID: 39639493 PMCID: PMC11787988 DOI: 10.1111/os.14308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 11/11/2024] [Accepted: 11/13/2024] [Indexed: 12/07/2024] Open
Abstract
OBJECTIVES Lumbar disc herniation (LDH) is a common degenerative spinal disease in clinical practice. This study aims to investigate the impact of Modic changes (MCs) on postoperative recovery and disease recurrence following percutaneous endoscopic lumbar disc discectomy (PELD), providing important insights for improving the management of chronic low back pain. This study investigates the 1-year progression rate of MCs after PELD and their impact on surgical outcomes and recurrence. METHODS This retrospective cohort study analyzed data from 419 patients with single-segment lumbar disc herniation who underwent PELD between January 2019 and December 2022. Lumbar MRI assessed preoperative and postoperative MCs. Pain levels and surgical outcomes were evaluated using the visual analog scale, Oswestry Disability Index, and Macnab criteria. Univariate analysis explored the relationship between postoperative MCs and pain, while subgroups investigated the associations between postoperative efficacy, recurrence, and MCs type and area. RESULTS One-year follow-up revealed that the probability of MCs postsurgery was 24.8%. Patients with postoperative MCs had significantly lower pain scores compared with the control group (p < 0.05). Univariate analysis indicated that the type and area of postoperative MCs were risk factors for poor outcomes in PELD patients (p < 0.05). During the 1-year follow-up, recurrence rates in the no-MCs and MCs groups were 3.8% and 9.6%, respectively (p < 0.05). Univariate analysis concluded that the area of postoperative MCs was a risk factor for PELD recurrence. CONCLUSION The postoperative MCs, as a risk factor, may have a detrimental effect on the surgical efficacy and short-term recurrence of LDH following PELD based on a large sample. Furthermore, the harmful effect is affected by the area and type of the postoperative MCs.
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Affiliation(s)
- Lei Li
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Chao Wang
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Hao Zhang
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Zhiming Liu
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Zheng Lian
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Han Li
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Hao Tao
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Xuexiao Ma
- The Affiliated Hospital of Qingdao UniversityQingdaoChina
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Hagger G, Guest S, Birchall S, Bradley A, Brindley C, Corbett D, Cummings PJ, Freire C, Harris J, Wise A, Wood M, Czaplewski LG. Preclinical development and characterisation of PP353, a formulation of linezolid for intradiscal administration. JOR Spine 2024; 7:e70010. [PMID: 39544355 PMCID: PMC11561648 DOI: 10.1002/jsp2.70010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 07/15/2024] [Accepted: 10/10/2024] [Indexed: 11/17/2024] Open
Abstract
Introduction Bacterial infection of the intervertebral disc can lead to vertebral endplate edema known as Modic changes, with associated chronic low back pain. Oral antimicrobial therapy has shown efficacy but relies on prolonged dosing and may not be optimal in terms of patient outcome, side effects, or antibiotic stewardship. There is no antibiotic formulation approved for intradiscal administration. Here, we describe the development and preclinical characterization of a formulation of linezolid, a suspension of 50 mg/mL micronized powder, for intradiscal administration. Methods Micronization, particle size analysis, Franz cell diffusion assays, ex vivo bioassay, and estimates of gelling temperature were used to optimize the composition and properties of the formulation. Performance of the formulation was assessed using sheep to characterize the pharmacokinetics and a model of intradiscal infection was developed to demonstrate efficacy. Suitability for human administration was demonstrated in a Good Laboratory Practice (GLP) local tolerance study. Results Micronized linezolid, formulated as a powder suspension using a vehicle containing poloxamer 407 and iohexol, provided a temperature-dependent radio-opaque gel that was suitable for image-guided percutaneous intradiscal administration. Efficacy in a sheep model of intradiscal Staphylococcus aureus infection was demonstrated. The formulation provides a high level of sheep disc tissue exposure, with Cmax of 6500 μg/g and limited systemic exposure, with a plasma Cmax of 0.04 μg/mL per 0.1 mL dose (5 mg of linezolid). Deconvolution of plasma linezolid pharmacokinetics correlated with linezolid remaining in the disc over time. Observations from a GLP local tolerance study with the linezolid formulation were of a minor nature and related to the intradiscal administration procedure. Conclusions Linezolid can be formulated for image-guided percutaneous intradiscal administration. The formulation is now in a Phase 1b clinical trial to evaluate safety, pharmacokinetics, and efficacy in patients with CLBP and suspected bacterial infection.
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Wang K, Liu X, Huang H, Suo M, Wang J, Liu X, Zhang J, Chen X, Li Z. A new target for treating intervertebral disk degeneration: gut microbes. Front Microbiol 2024; 15:1452774. [PMID: 39678913 PMCID: PMC11638241 DOI: 10.3389/fmicb.2024.1452774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 09/16/2024] [Indexed: 12/17/2024] Open
Abstract
Intervertebral disk degeneration (IDD) is a common clinical spinal disease and one of the main causes of low back pain (LBP). Generally speaking, IDD is considered a natural degenerative process with age. However, with the deepening of research, people have discovered that IDD is not only related to age, but also has many factors that can induce and accelerate its progression. In addition, the pathogenesis of IDD remains unclear, resulting in limited traditional treatment methods that cannot effectively prevent and treat IDD. Conservative treatment may lead to patients' dependence on drugs, and the pain relief effect is not obvious. Similarly, surgical treatment is highly invasive, with a longer recovery time and a higher recurrence rate. With the deepening of exploration, people have discovered that intestinal microorganisms are an important symbiotic microbial community in the human body and are closely related to the occurrence and development of various diseases. Changes in intestinal microorganisms and their metabolites may affect the body's inflammatory response, immune regulation, and metabolic processes, thereby affecting the health of the intervertebral disk. In this context, the gut microbiota has received considerable attention as a potential target for delaying or treating IDD. This article first introduces the impact of gut microbes on common distal organs, and then focuses on three potential mechanisms by which gut microbes and their metabolites influence IDD. Finally, we also summarized the methods of delaying or treating IDD by interfering with intestinal microorganisms and their metabolites. Further understanding of the potential mechanisms between intestinal microorganisms and IDD will help to formulate reasonable IDD treatment strategies to achieve ideal therapeutic effects.
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Affiliation(s)
- Kaizhong Wang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Xiangyan Liu
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Huagui Huang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Moran Suo
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Jinzuo Wang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Xin Liu
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Jing Zhang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
| | - Xin Chen
- Musculoskeletal Research Laboratory, Department of Orthopedics & Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Zhonghai Li
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Key Laboratory of Molecular Mechanism for Repair and Remodeling of Orthopedic Diseases, Dalian, Liaoning, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, Liaoning, China
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Zhang M, Deng L, Jia J, Cao Z, Li Y, Zhang J, He X, Lei S, Hu X, Kang X. The Different Influence of Cutibacterium acnes and Staphylococcus epidermidis in the Lumbar Disc : An in Vivo Study in Rabbits. Spine (Phila Pa 1976) 2024; 49:1488-1496. [PMID: 39146212 DOI: 10.1097/brs.0000000000005117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 06/30/2024] [Indexed: 08/17/2024]
Abstract
STUDY DESIGN Animal laboratory study. OBJECTIVE This study investigated the effects of Cutibacteriumacnes and Staphylococcusepidermidis on the lumbar discs of rabbits, as well as the outcomes of combined infection. SUMMARY OF BACKGROUND DATA Many studies have indicated that bacterial infections are associated with lumbar disc degeneration (LDD). The most commonly cultured bacteria from disc tissues are C. acnes and S. epidermidis . METHODS New Zealand white rabbits (n=40) were randomly divided into control, C. acnes , S. epidermidis , and C. acnes plus S. epidermidis ( i.e. , combined) groups. All groups except the control were injected with 25 μL of saline at L4-L5 and 25 μL of bacteria (1×10 7 CFU/mL) at L5-L6. All injections were performed under x-ray guidance. Weight measurements, haematological evaluations, and magnetic resonance imaging were performed after 4, 8, and 12 weeks. Histological examination and gene expression detection were performed 12 weeks after surgery. RESULTS Inflammatory factors in the blood and weight did not differ among the groups after 4, 8, and 12 weeks ( P >0.05). However, after 4 weeks, LDD occurred in the C. acnes group, and discitis occurred in the S. epidermidis and combined groups, all of which worsened after 8 weeks. After 12 weeks, the nucleus pulposus (NP) protruded and compressed the spinal cord in the C. acnes group, and tissue staining showed decreased NP tissue and cartilaginous endplate fracture. In the S. epidermidis and combined groups, the discitis was more confined, but tissue staining revealed a significant decrease in NP tissue, and loss of the normal disc structure. CONCLUSIONS In the early stage of infection in rabbits, C. acnes caused LDD, and S. epidermidis caused discitis. Coinfection with C. acnes and S. epidermidis caused discitis but was more limited in scope than infection with S. epidermidis alone.
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Affiliation(s)
- Mingtao Zhang
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | | | - Jingwen Jia
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | - Zhenyu Cao
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | - Yalong Li
- Laboratory Medicine Center, Lanzhou University Second Hospital, Lanzhou
| | - Junfu Zhang
- Department of Magnetic Resonance Imaging, The people's Hospital of Linxia, Gansu, China
| | - Xuegang He
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | - Shuanhu Lei
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | - Xuchang Hu
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
| | - Xuewen Kang
- Department of Orthopaedics, Lanzhou University Second Hospital
- Orthopaedics Key Laboratory of Gansu Province
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Nian S, Tang S, Shen S, Yue W, Zhao C, Zou T, Li W, Li N, Lu S, Chen J. Landscape of the Lumbar Cartilaginous End Plate Microbiota and Metabolites in Patients with Modic Changes. J Bone Joint Surg Am 2024; 106:1866-1875. [PMID: 39159220 PMCID: PMC11593973 DOI: 10.2106/jbjs.23.00805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/21/2024]
Abstract
BACKGROUND Modic changes (MCs), vertebral end plate and bone marrow damage observed by magnetic resonance imaging, are an independent risk factor for low back pain. The compositions of and interaction between microbiota and metabolites in the lumbar cartilaginous end plates (LCEPs) of patients with MCs have not been identified. METHODS Patients with lumbar disc degeneration who were undergoing lumbar spinal fusion surgery were recruited between April 2020 and April 2021. LCEPs were collected for 16S rRNA sequencing and liquid chromatography-mass spectrometry (LC/MS)-based targeted metabolomic profiling. Of the 54 patients recruited, 24 had no MCs and 30 had changes classified as Modic type 2 or 3. The primary goal was to identify specific genera of microbiota associated with MCs, and secondary goals included investigating differences in metabolites between patients with and without MCs and exploring the correlation between these metabolites and microorganisms. RESULTS Investigation of the microbiota community structure revealed that both alpha diversity and beta diversity were significantly different between patients with and without MCs, and the abundances of 26 genera were significantly different between these 2 groups. Metabolomic analysis revealed that 26 metabolites were significantly different between the 2 groups. The unsaturated fatty acid pathway was found to be the main pathway related to MCs. Multiomic correlation analysis suggested that Caulobacteraceae (unclassified) and Mycobacterium, Clostridium, Blautia, and Bifidobacterium at the genus level were linked to dysregulation of fatty acid metabolism, contributing to the pathogenesis of MCs. CONCLUSIONS Our study represents a foundational effort to examine the landscape of the microbiota and metabolites in patients with MCs, informing future studies on the pathogenesis of and targeted therapy for MCs. LEVEL OF EVIDENCE Prognostic Level II . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Sunqi Nian
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Shaohua Tang
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Shiqian Shen
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Wenqiang Yue
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Caiwang Zhao
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Tiannan Zou
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Weichao Li
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Na Li
- Department of Anesthesiology, 920th Hospital of the Joint Logistics Support Force, Kunming, Yunnan, People’s Republic of China
| | - Sheng Lu
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
| | - Jiayu Chen
- Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan, People’s Republic of China
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Baroudi M, Daher M, Parks RD, Gregoryczyk JG, Balmaceno-Criss M, McDonald CL, Diebo BG, Daniels AH. Cutibacterium acnes in spine surgery: pathophysiology, diagnosis, and treatment. Spine J 2024; 24:1545-1552. [PMID: 38679079 DOI: 10.1016/j.spinee.2024.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 04/23/2024] [Accepted: 04/23/2024] [Indexed: 05/01/2024]
Abstract
Cutibacterium acnes (C. acnes) previously named Propionibacterium acnes (P. acnes) has been increasingly recognized by spine surgeons as a cause of indolent postsurgical spinal infection. Patients infected with C. acnes may present with pseudarthrosis or nonspecific back pain. Currently, microbiological tissue cultures remain the gold standard in diagnosing C. acnes infection. Ongoing research into using genetic sequencing as a diagnostic method shows promising results and may be another future way of diagnosis. Optimized prophylaxis involves the use of targeted antibiotics, longer duration of antibiotic prophylaxis, antibacterial-coated spinal implants, and evidence-based sterile surgical techniques all of which decrease contamination. Antibiotics and implant replacement remain the mainstay of treatment, with longer durations of antibiotics proving to be more efficacious. Local guidelines must consider the surge of antimicrobial resistance worldwide when treating C. acnes.
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Affiliation(s)
- Makeen Baroudi
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Mohammad Daher
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Russell D Parks
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Jerzy George Gregoryczyk
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Mariah Balmaceno-Criss
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Christopher L McDonald
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, 1 Kettle Point Ave, Providence, RI 02914, USA.
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Zhang M, Jia J, Deng L, Cao Z, Hu X, Lei S, Zhang G, Zhu D, Duan Y, Kang X. Risk factors associated with low-grade virulent infection in intervertebral disc degeneration: a systematic review and meta-analysis. Spine J 2024; 24:1034-1045. [PMID: 38365007 DOI: 10.1016/j.spinee.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 12/26/2023] [Accepted: 02/06/2024] [Indexed: 02/18/2024]
Abstract
BACKGROUND An increasing number of research indicates an association between low-grade bacterial infections, particularly those caused by Propionibacterium acnes (P. acnes), and the development of intervertebral disc degeneration (IDD). However, no previous meta-analysis has systematically assessed the risk factors for low-grade bacterial infections that cause IDD. PURPOSE This study reviewed the literature to evaluate the risk factors associated with low-grade bacterial infection in patients with IDD. STUDY DESIGN Systematic review and meta-analysis. METHODS The systematic literature review was conducted using the PubMed, Web of Science, Embase, and Cochrane Library databases. Eligible articles explicitly identified the risk factors for low-grade bacterial infections in IDD patients. Patient demographics and total bacterial infection rates were extracted from each study. Meta-analysis was performed using random- or fixed-effects models, with statistical analyses conducted using Review Manager (RevMan) 5.4 software.aut. RESULTS Thirty-three studies involving 4,109 patients were included in the meta-analysis. The overall pooled low-grade bacterial infection rate was 30% (range, 24%-37%), with P. acnes accounting for 25% (range, 19%-31%). P. acnes constituted 66.7% of bacteria-positive discs. Fourteen risk factors were identified, of which 8 were quantitatively explored. Strong evidence supported male sex (odds ratio [OR] = 2.15; 95% confidence interval [CI]=1.65-2.79; p<.00001) and Modic changes (MCs) (OR=3.59; 95% CI=1.68-7.76; p=.0009); moderate evidence of sciatica (OR=2.31; 95% CI=1.33-4.00; p=.003) and younger age (OR=-3.47; 95% CI=-6.42 to -0.53; p=.02). No evidence supported previous disc surgery, MC type, Pfirrmann grade, smoking, or diabetes being risk factors for low-grade bacterial infections in patients with IDD. CONCLUSIONS Current evidence highlights a significant association between IDD and low-grade bacterial infections, predominantly P. acnes being the most common causative agent. Risk factors associated with low-grade bacterial infections in IDD include male sex, MCs, sciatica, and younger age.
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Affiliation(s)
- Mingtao Zhang
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China.
| | - Jingwen Jia
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Liangna Deng
- Department of Radiology, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000, Gansu, China
| | - Zhenyu Cao
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Xuchang Hu
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Shuanhu Lei
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Guangzhi Zhang
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Daxue Zhu
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Yanni Duan
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China
| | - Xuewen Kang
- Department of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou 730000, Gansu, China; Orthopaedics Key Laboratory of Gansu Province, No. 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, 730000, China.
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Tan YY, Wong LS, Nyam KL, Wittayanarakul K, Zawawi NA, Rajendran K, Djearamane S, Dhanapal ACTA. Development and Evaluation of Topical Zinc Oxide Nanogels Formulation Using Dendrobium anosmum and Its Effect on Acne Vulgaris. Molecules 2023; 28:6749. [PMID: 37836592 PMCID: PMC10574386 DOI: 10.3390/molecules28196749] [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: 07/06/2023] [Revised: 08/16/2023] [Accepted: 08/31/2023] [Indexed: 10/15/2023] Open
Abstract
Zinc oxide nanoparticles have high levels of biocompatibility, a low impact on environmental contamination, and suitable to be used as an ingredient for environmentally friendly skincare products. In this study, biogenically synthesized zinc oxide nanoparticles using Dendrobium anosum are used as a reducing and capping agent for topical anti-acne nanogels, and the antimicrobial effect of the nanogel is assessed on Cutibacterium acne and Staphylococcus aureus. Dendrobium anosmum leaf extract was examined for the presence of secondary metabolites and its total amount of phenolic and flavonoid content was determined. Both the biogenically and chemogenic-synthesized zinc oxide nanoparticles were compared using UV-Visible spectrophotometer, FE-SEM, XRD, and FTIR. To produce the topical nanogel, the biogenic and chemogenic zinc oxide nanoparticles were mixed with a carbomer and hydroxypropyl-methyl cellulose (HPMC) polymer. The mixtures were then tested for physical and chemical characteristics. To assess their anti-acne effectiveness, the mixtures were tested against C. acne and S. aureus. The biogenic zinc oxide nanoparticles have particle sizes of 20 nm and a high-phase purity. In comparison to chemogenic nanoparticles, the hydrogels with biogenically synthesized nanoparticles was more effective against Gram-positive bacteria. Through this study, the hybrid nanogels was proven to be effective against the microbes that cause acne and to be potentially used as a green product against skin infections.
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Affiliation(s)
- Yu Yang Tan
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, Kampar 31900, Malaysia;
| | - Ling Shing Wong
- Life Science Division, Faculty of Health and Life Sciences, INTI International University, Nilai 71899, Malaysia
| | - Kar Lin Nyam
- Department of Food Science and Nutrition, Faculty of Applied Sciences, UCSI University, Kuala Lumpur 56000, Malaysia;
| | - Kitiyaporn Wittayanarakul
- Program in Science Technology and Business Enterprise, Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand;
| | - Nurliyana Ahmad Zawawi
- Department of Bioscience, Faculty of Science, Universiti Teknologi Malaysia, Johor Bahru 81310, Malaysia;
| | - Kavitha Rajendran
- Department of Pharmaceutics, SRM Institute of Science and Technology, SRM College of Pharmacy, Kattankulathur 603203, Tamil Nadu, India;
| | - Sinovassane Djearamane
- Department of Biomedical Science, Faculty of Science, Universiti Tunku Abdul Rahman, Kampar 31900, Malaysia;
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Zhang Y, Zhang J, Sun Z, Wang H, Ning R, Xu L, Zhao Y, Yang K, Xi X, Tian J. MAPK8 and CAPN1 as potential biomarkers of intervertebral disc degeneration overlapping immune infiltration, autophagy, and ceRNA. Front Immunol 2023; 14:1188774. [PMID: 37325630 PMCID: PMC10266224 DOI: 10.3389/fimmu.2023.1188774] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/16/2023] [Indexed: 06/17/2023] Open
Abstract
Background Intervertebral disc degeneration (IDD) is one of the most common health problems in the elderly and a major causative factor in low back pain (LBP). An increasing number of studies have shown that IDD is closely associated with autophagy and immune dysregulation. Therefore, the aim of this study was to identify autophagy-related biomarkers and gene regulatory networks in IDD and potential therapeutic targets. Methods We obtained the gene expression profiles of IDD by downloading the datasets GSE176205 and GSE167931 from the Gene Expression Omnibus (GEO) public database. Subsequently, differentially expressed genes (DEGs) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, gene ontology (GO), and gene set enrichment analysis (GSEA) were performed to explore the biological functions of DEGs. Differentially expressed autophagy-related genes (DE-ARGs) were then crossed with the autophagy gene database. The hub genes were screened using the DE-ARGs protein-protein interaction (PPI) network. The correlation between the hub genes and immune infiltration and the construction of the gene regulatory network of the hub genes were confirmed. Finally, quantitative PCR (qPCR) was used to validate the correlation of hub genes in a rat IDD model. Results We obtained 636 DEGs enriched in the autophagy pathway. Our analysis revealed 30 DE-ARGs, of which six hub genes (MAPK8, CTSB, PRKCD, SNCA, CAPN1, and EGFR) were identified using the MCODE plugin. Immune cell infiltration analysis revealed that there was an increased proportion of CD8+ T cells and M0 macrophages in IDD, whereas CD4+ memory T cells, neutrophils, resting dendritic cells, follicular helper T cells, and monocytes were much less abundant. Subsequently, the competitive endogenous RNA (ceRNA) network was constructed using 15 long non-coding RNAs (lncRNAs) and 21 microRNAs (miRNAs). In quantitative PCR (qPCR) validation, two hub genes, MAPK8 and CAPN1, were shown to be consistent with the bioinformatic analysis results. Conclusion Our study identified MAPK8 and CAPN1 as key biomarkers of IDD. These key hub genes may be potential therapeutic targets for IDD.
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Affiliation(s)
- Yuxin Zhang
- School of Medicine, Shanghai University, Shanghai, China
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiahui Zhang
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhongyi Sun
- Department of Orthopedics, BenQ Medical Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing, China
| | - Hui Wang
- Department of Orthopaedics, Shanghai Changzheng Hospital, Shanghai, China
| | - Ruonan Ning
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Longyu Xu
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yichen Zhao
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kai Yang
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaobing Xi
- Department of Orthopaedics, Shanghai Key Laboratory for Prevention and Treatment of Bone and Joint Diseases, Shanghai Institute of Traumatology and Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiwei Tian
- School of Medicine, Shanghai University, Shanghai, China
- Department of Orthopedics, BenQ Medical Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing, China
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da Rocha VM, Lima COGX, Candido GB, Mara Cassiano K, Lewandrowski KU, de Oliveira Ferreira E, Fiorelli RKA. Would Cutibacterium acnes Be the Villain for the Chronicity of Low Back Pain in Degenerative Disc Disease? Preliminary Results of an Analytical Cohort. J Pers Med 2023; 13:598. [PMID: 37108984 PMCID: PMC10143266 DOI: 10.3390/jpm13040598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/20/2023] [Accepted: 03/26/2023] [Indexed: 03/31/2023] Open
Abstract
In the last decade, several studies have demonstrated Cutibacterium acnes colonization in intervertebral discs (IVDs) in patients with lumbar disc degeneration (LDD) and low back pain (LBP), but the meaning of these findings remains unclear. Being aware of this knowledge gap, we are currently conducting a prospective analytical cohort study with LBP and LDD patients undergoing lumbar microdiscectomy and posterior fusion. The IVDs samples collected during the surgeries are subjected to a stringent analytical protocol using microbiological, phenotypic, genotypic, and multiomic techniques. Additionally, pain-related scores and quality-of-life indexes are monitored during patient follow-up. Our preliminary results for 265 samples (53 discs from 23 patients) revealed a C. acnes prevalence of 34.8%, among which the phylotypes IB and II were the most commonly isolated. The incidence of neuropathic pain was significantly higher in the colonized patients, especially between the third and sixth postoperative months, which strongly suggests that the pathogen plays an important role in the chronicity of LBP. The future results of our protocol will help us to understand how C. acnes contributes to transforming inflammatory/nociceptive pain into neuropathic pain and, hopefully, will help us to find a biomarker capable of predicting the risk of chronic LBP in this scenario.
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Affiliation(s)
- Vinícius Magno da Rocha
- Department of General and Specialized Surgery, School of Medicine, Federal University of the State of Rio de Janeiro (Unirio), Rio de Janeiro 21941-901, Brazil
| | - Carla Ormundo Gonçalves Ximenes Lima
- Department of Medical Microbiology, Institute of Microbiology Paulo de Góes, Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, Brazil
| | | | - Keila Mara Cassiano
- Department of Statistics, Institute of Mathematics, Fluminense Federal University (UFF), Niterói 24220-008, Brazil
| | - Kai-Uwe Lewandrowski
- Center for Advanced Spine Care of Southern Arizona, Tucson, AZ 85712, USA
- Surgical Institute of Tucson, Tucson, AZ 85711, USA
| | - Eliane de Oliveira Ferreira
- Department of Medical Microbiology, Institute of Microbiology Paulo de Góes, Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro 21941-901, Brazil
| | - Rossano Kepler Alvim Fiorelli
- Department of General and Specialized Surgery, School of Medicine, Federal University of the State of Rio de Janeiro (Unirio), Rio de Janeiro 21941-901, Brazil
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