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Hadad H, de Jesus LK, Pereira-Silva M, Oliveira MEDFS, Monteiro NG, Poli PP, Maiorana C, Okamoto R, Guastaldi FPS, de Almeida JM, Souza FÁ. The role of a local application of 10% doxycycline gel in the prevention of medication-related osteonecrosis of the jaw in rats. Clin Oral Investig 2025; 29:205. [PMID: 40131553 DOI: 10.1007/s00784-025-06279-4] [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: 07/30/2024] [Accepted: 03/11/2025] [Indexed: 03/27/2025]
Abstract
OBJECTIVES This study aimed to evaluate doxycycline on the prevention of MRONJ. MATERIALS AND METHODS Seventy-two Wistar rats were sorted into 3 groups and subjected to tooth extractions. The first group received systemic saline solution (SAL), the second received zoledronic acid (ZA), and the third, besides the systemic ZA, the post-extraction socket received local application of doxycycline (DOXI) gel. Samples were collected and analyzed at 7, 14, and 28 postoperative days. RESULTS DOXI group presented higher percentage of vital bone area as compared with ZA at 7 (p = 0.0058), 14 (p < 0.0001), and 28 days (p < 0.0001). TRAP immunolabeling was lower in ZA and DOXI at 7 and 14 days, while OCN immunolabeling was similar between the ZA and DOXI, except at 7 days. At 14 and 28 days, DOXI group presented more collagen type 3 and 1 (p < 0.0001) as compared with ZA. RUNX2, ALP, OCN, and RANKL gene expression was downregulated in ZA at 7 days. Conversely, DOXI upregulated these markers and OPG over time (p < 0.05). CONCLUSION Doxycycline is an effective local agent for preventing MRONJ, favoring alveolar bone healing. CLINICAL RELEVANCE Although widely studied, MRONJ remains a significant challenge in dentistry. The search for preventive methods is important to assure safety for in patients under antiresorptive therapy that demand surgical dental treatment. Doxycycline is well-established in dentistry, and the proposal of using this medication as a gel makes it more appealing since it is applied locally and has negligible adverse effects.
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Affiliation(s)
- Henrique Hadad
- Department of Diagnosis and Surgery, Oral & Maxillofacial Surgery Division, School of Dentistry, São Paulo State University (UNESP), 1193 José Bonifácio St, Araçatuba, SP, 16015-050, Brazil.
| | - Laís Kawamata de Jesus
- Department of Diagnosis and Surgery, Oral & Maxillofacial Surgery Division, School of Dentistry, São Paulo State University (UNESP), 1193 José Bonifácio St, Araçatuba, SP, 16015-050, Brazil
| | - Maísa Pereira-Silva
- Department of Diagnosis and Surgery, Oral & Maxillofacial Surgery Division, School of Dentistry, São Paulo State University (UNESP), 1193 José Bonifácio St, Araçatuba, SP, 16015-050, Brazil
| | - Maria Eduarda de Freitas Santana Oliveira
- Department of Diagnosis and Surgery, Oral & Maxillofacial Surgery Division, School of Dentistry, São Paulo State University (UNESP), 1193 José Bonifácio St, Araçatuba, SP, 16015-050, Brazil
| | - Naara Gabriela Monteiro
- Department of Basic Sciences, School of Dentistry, São Paulo State University (UNESP), Araçatuba, SP, Brazil
| | - Pier Paolo Poli
- Implant Center for Edentulism and Jawbone Atrophies, Maxillofacial Surgery and Odontostomatology Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - Carlo Maiorana
- Implant Center for Edentulism and Jawbone Atrophies, Maxillofacial Surgery and Odontostomatology Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - Roberta Okamoto
- Department of Basic Sciences, School of Dentistry, São Paulo State University (UNESP), Araçatuba, SP, Brazil
| | | | - Juliano Milanezi de Almeida
- Department of Diagnosis and Surgery, Periodontics Division, School of Dentistry, São Paulo State University (UNESP), Araçatuba, SP, Brazil
| | - Francisley Ávila Souza
- Department of Diagnosis and Surgery, Oral & Maxillofacial Surgery Division, School of Dentistry, São Paulo State University (UNESP), 1193 José Bonifácio St, Araçatuba, SP, 16015-050, Brazil.
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Muñoz A, Docaj A, Fernandez J, Carriero A. FiberO for an automated quantitative analysis of fibers orientation and organization in biological fibrous tissues. Front Bioeng Biotechnol 2025; 12:1497837. [PMID: 39834630 PMCID: PMC11743555 DOI: 10.3389/fbioe.2024.1497837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 12/11/2024] [Indexed: 01/22/2025] Open
Abstract
Many biological fibrous tissues exhibit distinctive mechanical properties arising from their highly organized fibrous structure. In disease conditions, alterations in the primary components of these fibers, such as type I collagen molecules in bone, tendons, and ligaments, assembly into a disorganized fibers architecture generating a weak and/or brittle material. Being able to quantitatively assess the fibers orientation and organization in biological tissue may help improve our understanding of their contribution to the tissue and organ mechanical integrity, and assess disease progress and therapy effect. In this work, we present FiberO, a new open-source available software that automatically quantifies fibers orientation, by performing morphological image openings, and fibers organization within the tissue, by determining and plotting their continuity in groups. FiberO performance is here evaluated using second harmonic generation microscopy images of mouse bones and tendons as examples of biological fibrous tissues. FiberO outperformed Directionality and OrientationJ, two open-source plugins available in ImageJ, and FiberFit and CT-FIRE, in the calculation and plotting of fibers orientation in reference images with known fibers orientation. Additionally, FiberO is currently the sole software to date able to accurately track the continuity of aligned fibers, and it quantifies and displays the organized surface(s) in the tissue of interest. FiberO can be used in the wider engineering and science field to investigate the fibers orientation and organization of different natural and synthetic fibrous tissues.
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Affiliation(s)
| | | | | | - Alessandra Carriero
- Department of Biomedical Engineering, The City College of New York, New York, NY, United States
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Alarcón-Apablaza J, Godoy-Sánchez K, Jarpa-Parra M, Garrido-Miranda K, Fuentes R. Tissue Sources Influence the Morphological and Morphometric Characteristics of Collagen Membranes for Guided Bone Regeneration. Polymers (Basel) 2024; 16:3499. [PMID: 39771351 PMCID: PMC11678201 DOI: 10.3390/polym16243499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 12/06/2024] [Indexed: 01/11/2025] Open
Abstract
(1) Background: Collagen, a natural polymer, is widely used in the fabrication of membranes for guided bone regeneration (GBR). These membranes are sourced from various tissues, such as skin, pericardium, peritoneum, and tendons, which exhibit differences in regenerative outcomes. Therefore, this study aimed to evaluate the morphological and chemical properties of porcine collagen membranes from five different tissue sources: skin, pericardium, dermis, tendons, and peritoneum. (2) Methods: The membrane structure was analyzed using energy-dispersive X-ray spectrometry (EDX), variable pressure scanning electron microscopy (VP-SEM), Fourier transform infrared spectroscopy (FTIR), and thermal stability via thermogravimetric analysis (TGA). The absorption capacity of the membranes for GBR was also assessed using an analytical digital balance. (3) Results: The membranes displayed distinct microstructural features. Skin- and tendon-derived membranes had rough surfaces with nanopores (1.44 ± 1.24 µm and 0.46 ± 0.1 µm, respectively), while pericardium- and dermis-derived membranes exhibited rough surfaces with macropores (78.90 ± 75.89 µm and 64.89 ± 13.15 µm, respectively). The peritoneum-derived membrane featured a rough surface of compact longitudinal fibers with irregular macropores (9.02 ± 3.70 µm). The thickness varied significantly among the membranes, showing differences in absorption capacity. The pericardium membrane exhibited the highest absorption, increasing by more than 10 times its initial mass. In contrast, the skin-derived membrane demonstrated the lowest absorption, increasing by less than 4 times its initial mass. Chemical analysis revealed that all membranes were primarily composed of carbon, nitrogen, and oxygen. Thermogravimetric and differential scanning calorimetry analyses showed no significant compositional differences among the membranes. FTIR spectra confirmed the presence of collagen, with characteristic peaks corresponding to Amide A, B, I, II, and III. (4) Conclusions: The tissue origin of collagen membranes significantly influences their morphological characteristics, which may, in turn, affect their osteogenic properties. These findings provide valuable insights into the selection of collagen membranes for GBR applications.
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Affiliation(s)
- Josefa Alarcón-Apablaza
- Doctoral Program in Morphological Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4780000, Chile;
- Research Center in Dental Sciences (CICO-UFRO), Dental School, Faculty of Dentistry, Universidad de La Frontera, Temuco 4780000, Chile
| | - Karina Godoy-Sánchez
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (K.G.-S.); (K.G.-M.)
| | - Marcela Jarpa-Parra
- Natural Resources and Polymers Research Laboratory, Universidad Adventista de Chile, Chillán 3780000, Chile;
| | - Karla Garrido-Miranda
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (K.G.-S.); (K.G.-M.)
| | - Ramón Fuentes
- Research Center in Dental Sciences (CICO-UFRO), Dental School, Faculty of Dentistry, Universidad de La Frontera, Temuco 4780000, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (K.G.-S.); (K.G.-M.)
- Department of Integral Adult Dentistry, Dental School, Faculty of Dentistry, Universidad de La Frontera, Temuco 4780000, Chile
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Suyatno A, Nurfinti WO, Kusuma CPA, Pratama YA, Ardianto C, Samirah Samirah, Rahadiansyah E, Khotib J, Budiatin AS. Effectiveness of Bilayer Scaffold Containing Chitosan/Gelatin/Diclofenac and Bovine Hydroxyapatite on Cartilage/Subchondral Regeneration in Rabbit Joint Defect Models. Adv Pharmacol Pharm Sci 2024; 2024:6987676. [PMID: 39364298 PMCID: PMC11449564 DOI: 10.1155/2024/6987676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 09/04/2024] [Indexed: 10/05/2024] Open
Abstract
Subchondral defects are often caused by trauma involving cartilage damage, leading to subsequent damage to the underlying bone, specifically the subchondral region. Bilayer scaffolds made from biomaterials, such as bovine hydroxyapatite, possess biocompatible and biodegradable properties that mimic the natural environmental conditions of target tissues so that they can support the formation of new tissues. On the other side, diclofenac as an anti-inflammatory drug potentiates to inhibit the inflammatory excess regarding the damage. This study aims to study the effectiveness of diclofenac scaffold to rabbit joint defect model. The scaffold was implanted in the rabbit femoral trochlear bone hole, which had a diameter of 5 mm and a depth of 4 mm. After 28 days of intervention, the animals were examined using macroscopic evaluation, hematoxylin-eosin (HE) staining, and immunohistochemistry (IHC) for type I collagen and type II collagen. Subsequently, the cartilage was evaluated using the International Cartilage Repair Society (ICRS) scoring system. The macroscopic ICRS scores were significantly higher (p < 0.05) in the bilayer scaffold implantation group compared to the monolayer scaffold and control groups. Histological ICRS scores were also significantly higher (p < 0.05) in the bilayer scaffold group compared to the control group. Type II collagen expression was higher (p < 0.05) in the bilayer scaffold group compared to the monolayer scaffold and control groups, although type I collagen expression was lower in comparison. In conclusion, this research suggests that the diclofenac-loaded bilayer scaffold effectively enhances cartilage and subchondral bone regeneration.
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Affiliation(s)
- Andhi Suyatno
- Faculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | - Wa O. Nurfinti
- Faculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | | | - Yusuf A. Pratama
- Department of Pharmacy PracticeFaculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | - Chrismawan Ardianto
- Department of Pharmacy PracticeFaculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | - Samirah Samirah
- Department of Pharmacy PracticeFaculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | - Erreza Rahadiansyah
- Department of Orthopaedics and TraumatologyFaculty of MedicineUniversitas Airlangga, Surabaya 60131, Indonesia
| | - Junaidi Khotib
- Department of Pharmacy PracticeFaculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
| | - Aniek S. Budiatin
- Department of Pharmacy PracticeFaculty of PharmacyUniversitas Airlangga, Surabaya 60115, Indonesia
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Zhou H, Liu H, Lin M, Wang H, Zhou J, Li M, Yang X, Fu G, Liu C. Hyperbaric oxygen promotes bone regeneration by activating the mechanosensitive Piezo1 pathway in osteogenic progenitors. J Orthop Translat 2024; 48:11-24. [PMID: 39170748 PMCID: PMC11338066 DOI: 10.1016/j.jot.2024.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 06/17/2024] [Accepted: 07/03/2024] [Indexed: 08/23/2024] Open
Abstract
Background Hyperbaric oxygen (HBO) therapy is widely used to treat bone defects, but the correlation of high oxygen concentration and pressure to osteogenesis is unclear. Methods Bilateral monocortical tibial defect surgeries were performed on 12-week-old Prrx1-Cre; Rosa26-tdTomato and Prrx1-Cre; Piezo1fl/+ mice. Daily HBO treatment was applied on post-surgery day (PSD) 1-9; and daily mechanical loading on tibia was from PSD 5 to 8. The mice were euthanized on PSD 10, and bone defect repair in their tibias was evaluated using μCT, biomechanical testing, and immunofluorescence deep-tissue imaging. The degree of angiogenesis-osteogenesis coupling was determined through spatial correlation analysis. Bone marrow stromal cells from knockout mice were cultured in vitro, and their osteogenic capacities of the cells were assessed. The activation of genes in the Piezo1-YAP pathway was evaluated using RNA sequencing and quantitative real-time polymerase chain reaction. Results Lineage tracing showed HBO therapy considerably altered the number of Prrx1+ cells and their progeny in a healing bone defect. Using conditional knockdown mice, we found that HBO stimulation activates the Piezo1-YAP axis in Prrx1+ cells and promotes osteogenesis-angiogenesis coupling during bone repair. The beneficial effect of HBO was similar to that of anabolic mechanical stimulation, which also acts through the Piezo1-YAP axis. Subsequent transcriptome sequencing results revealed that similar mechanosensitive pathways are activated by HBO therapy in a bone defect. Conclusion HBO therapy promotes bone tissue regeneration through the mechanosensitive Piezo1-YAP pathway in a population of Prrx1+ osteogenic progenitors. Our results contribute to the understanding of the mechanism by which HBO therapy treats bone defects. The Translational Potential of this Article Hyperbaric oxygen therapy is widely used in clinical settings. Our results show that osteogenesis was induced by the activation of the Piezo1-YAP pathway in osteoprogenitors after HBO stimulation, and the underlying mechanism was elucidated. These results may help improve current HBO methods and lead to the formulation of alternative treatments that achieve the same functional outcomes.
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Affiliation(s)
- Hang Zhou
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
| | - Hongzhi Liu
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
| | - Minmin Lin
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
| | - Hantang Wang
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
| | - Jingjing Zhou
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
| | - Ming Li
- Department of Rehabilitation Medicine, Shenzhen Children's Hospital, No. 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Xue Yang
- Department of Rehabilitation Medicine, Shenzhen Children's Hospital, No. 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Guibing Fu
- Department of Pediatric Orthopedics, Shenzhen Children's Hospital, No. 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Chao Liu
- Department of Biomedical Engineering, College of Engineering, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
- Guangdong Provincial Key Laboratory of Advanced Biomaterials, Southern University of Science and Technology, Engineering Building south 622, 1088 Xueyuan Avenue, Shenzhen, Guangdong, China
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Parker RS, Nazzal MK, Morris AJ, Fehrenbacher JC, White FA, Kacena MA, Natoli RM. Role of the Neurologic System in Fracture Healing: An Extensive Review. Curr Osteoporos Rep 2024; 22:205-216. [PMID: 38236509 PMCID: PMC10912173 DOI: 10.1007/s11914-023-00844-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/18/2023] [Indexed: 01/19/2024]
Abstract
PURPOSE OF REVIEW Despite advances in orthopedics, there remains a need for therapeutics to hasten fracture healing. However, little focus is given to the role the nervous system plays in regulating fracture healing. This paucity of information has led to an incomplete understanding of fracture healing and has limited the development of fracture therapies that integrate the importance of the nervous system. This review seeks to illuminate the integral roles that the nervous system plays in fracture healing. RECENT FINDINGS Preclinical studies explored several methodologies for ablating peripheral nerves to demonstrate ablation-induced deficits in fracture healing. Conversely, activation of peripheral nerves via the use of dorsal root ganglion electrical stimulation enhanced fracture healing via calcitonin gene related peptide (CGRP). Investigations into TLR-4, TrkB agonists, and nerve growth factor (NGF) expression provide valuable insights into molecular pathways influencing bone mesenchymal stem cells and fracture repair. Finally, there is continued research into the connections between pain and fracture healing with findings suggesting that anti-NGF may be able to block pain without affecting healing. This review underscores the critical roles of the central nervous system (CNS), peripheral nervous system (PNS), and autonomic nervous system (ANS) in fracture healing, emphasizing their influence on bone cells, neuropeptide release, and endochondral ossification. The use of TBI models contributes to understanding neural regulation, though the complex influence of TBI on fracture healing requires further exploration. The review concludes by addressing the neural connection to fracture pain. This review article is part of a series of multiple manuscripts designed to determine the utility of using artificial intelligence for writing scientific reviews.
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Affiliation(s)
- Reginald S Parker
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Murad K Nazzal
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ashlyn J Morris
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jill C Fehrenbacher
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
- Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Fletcher A White
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
- Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Anesthesia, Indiana University School of Medicine, Indianapolis, IN, USA
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Melissa A Kacena
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA.
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA.
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA.
| | - Roman M Natoli
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA.
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA.
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Nazzal MK, Morris AJ, Parker RS, White FA, Natoli RM, Kacena MA, Fehrenbacher JC. Do Not Lose Your Nerve, Be Callus: Insights Into Neural Regulation of Fracture Healing. Curr Osteoporos Rep 2024; 22:182-192. [PMID: 38294715 PMCID: PMC10912323 DOI: 10.1007/s11914-023-00850-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/21/2023] [Indexed: 02/01/2024]
Abstract
PURPOSE OF REVIEW Fractures are a prominent form of traumatic injury and shall continue to be for the foreseeable future. While the inflammatory response and the cells of the bone marrow microenvironment play significant roles in fracture healing, the nervous system is also an important player in regulating bone healing. RECENT FINDINGS Considerable evidence demonstrates a role for nervous system regulation of fracture healing in a setting of traumatic injury to the brain. Although many of the impacts of the nervous system on fracture healing are positive, pain mediated by the nervous system can have detrimental effects on mobilization and quality of life. Understanding the role the nervous system plays in fracture healing is vital to understanding fracture healing as a whole and improving quality of life post-injury. This review article is part of a series of multiple manuscripts designed to determine the utility of using artificial intelligence for writing scientific reviews.
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Affiliation(s)
- Murad K Nazzal
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ashlyn J Morris
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Reginald S Parker
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Fletcher A White
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Anesthesia, Indiana University School of Medicine, Indianapolis, IN, USA
- Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA
| | - Roman M Natoli
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Melissa A Kacena
- Department of Orthopaedic Surgery, Indiana University School of Medicine, Indianapolis, IN, USA.
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA.
- Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA.
| | - Jill C Fehrenbacher
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA.
- Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA.
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA.
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Nair A, Lin CY, Hsu FC, Wong TH, Chuang SC, Lin YS, Chen CH, Campagnola P, Lien CH, Chen SJ. Categorization of collagen type I and II blend hydrogel using multipolarization SHG imaging with ResNet regression. Sci Rep 2023; 13:19534. [PMID: 37945626 PMCID: PMC10636134 DOI: 10.1038/s41598-023-46417-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023] Open
Abstract
Previously, the discrimination of collagen types I and II was successfully achieved using peptide pitch angle and anisotropic parameter methods. However, these methods require fitting polarization second harmonic generation (SHG) pixel-wise information into generic mathematical models, revealing inconsistencies in categorizing collagen type I and II blend hydrogels. In this study, a ResNet approach based on multipolarization SHG imaging is proposed for the categorization and regression of collagen type I and II blend hydrogels at 0%, 25%, 50%, 75%, and 100% type II, without the need for prior time-consuming model fitting. A ResNet model, pretrained on 18 progressive polarization SHG images at 10° intervals for each percentage, categorizes the five blended collagen hydrogels with a mean absolute error (MAE) of 0.021, while the model pretrained on nonpolarization images exhibited 0.083 MAE. Moreover, the pretrained models can also generally regress the blend hydrogels at 20%, 40%, 60%, and 80% type II. In conclusion, the multipolarization SHG image-based ResNet analysis demonstrates the potential for an automated approach using deep learning to extract valuable information from the collagen matrix.
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Affiliation(s)
- Anupama Nair
- College of Photonics, National Yang Ming Chiao Tung University, Tainan, Taiwan
| | - Chun-Yu Lin
- College of Photonics, National Yang Ming Chiao Tung University, Tainan, Taiwan
| | - Feng-Chun Hsu
- College of Photonics, National Yang Ming Chiao Tung University, Tainan, Taiwan
| | - Ta-Hsiang Wong
- Department of Medical Education, National Taiwan University Hospital, Taipei, Taiwan
| | - Shu-Chun Chuang
- Orthopaedic Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Shan Lin
- Orthopaedic Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chung-Hwan Chen
- Orthopaedic Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Department of Orthopedics, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Paul Campagnola
- Department of Biomedical Engineering, College of Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Chi-Hsiang Lien
- Department of Mechanical Engineering, National United University, Miaoli, Taiwan.
| | - Shean-Jen Chen
- College of Photonics, National Yang Ming Chiao Tung University, Tainan, Taiwan.
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de Sire A, Lippi L, Marotta N, Folli A, Calafiore D, Moalli S, Turco A, Ammendolia A, Fusco N, Invernizzi M. Impact of Physical Rehabilitation on Bone Biomarkers in Non-Metastatic Breast Cancer Women: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:921. [PMID: 36674436 PMCID: PMC9863706 DOI: 10.3390/ijms24020921] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/08/2022] [Accepted: 12/14/2022] [Indexed: 01/06/2023] Open
Abstract
Rehabilitation might improve bone health in breast cancer (BC) patients, but the effects on bone biomarkers are still debated. Thus, this meta-analysis of randomized controlled trials (RCTs) aims at characterizing the impact of rehabilitation on bone health biomarkers in BC survivors. On 2 May 2022, PubMed, Scopus, Web of Science, Cochrane, and PEDro were systematically searched for RCTs assessing bone biomarker modifications induced by physical exercise in BC survivors. The quality assessment was performed with the Jadad scale and the Cochrane risk-of-bias tool for randomized trials (RoBv.2). Trial registration number: CRD42022329766. Ten studies were included for a total of 873 patients. The meta-analysis showed overall significant mean difference percentage decrease in collagen type 1 cross-linked N-telopeptide (NTX) serum level [ES: -11.65 (-21.13, -2.17), p = 0.02)] and an increase in bone-specific alkaline phosphatase (BSAP) levels [ES: +6.09 (1.56, 10.62). According to the Jadad scale, eight RCTs were considered high-quality studies. Four studies showed a low overall risk of bias, according to RoBv.2. The significant effects of rehabilitation on bone biomarkers suggested a possible implication for a precision medicine approach targeting bone remodeling. Future research might clarify the role of bone biomarkers monitoring in rehabilitation management of cancer treatment induced bone-loss.
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Affiliation(s)
- Alessandro de Sire
- Physical and Rehabilitative Medicine, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Viale Europa, 88100 Catanzaro, Italy
| | - Lorenzo Lippi
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
- Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Translational Medicine, Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy
| | - Nicola Marotta
- Physical and Rehabilitative Medicine, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Viale Europa, 88100 Catanzaro, Italy
| | - Arianna Folli
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
| | - Dario Calafiore
- Physical Medicine and Rehabilitation Unit, Department of Neurosciences, ASST Carlo Poma, 46100 Mantova, Italy
| | - Stefano Moalli
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
| | - Alessio Turco
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
| | - Antonio Ammendolia
- Physical and Rehabilitative Medicine, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Viale Europa, 88100 Catanzaro, Italy
| | - Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology, IRCCS, Via Giuseppe Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Marco Invernizzi
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont “A. Avogadro”, 28100 Novara, Italy
- Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Translational Medicine, Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy
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10
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Choi SH, Nam EY, Hwang JH. Therapeutic efficacy of Chinese patent medicine containing pyrite for fractures: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e32267. [PMID: 36626463 PMCID: PMC9750650 DOI: 10.1097/md.0000000000032267] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 11/21/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Fractures are a condition in which bone continuity is lost or linear deformity occurs. They are a worldwide public health problem and a significant economic burden. The purpose of this study is to analyze the efficacy of Chinese patent medicine containing pyrite (CPMP) through systematic review and meta-analysis of fracture clinical data. METHODS A literature search will be carried out from the inception of CPMP studies to September 2022 using EMBASE, PubMed, Cochrane Central Register of Controlled Trials, China National Knowledge Infrastructure, Korean Studies Information Service System, National Digital Science Library, and Oriental Medicine Advanced Searching Integrated System. Randomized controlled trials which include CPMP will be considered as eligible regardless of the type of fracture. After screening the literature, extracting the data, and assessing the risk of bias from the included studies, a meta-analysis will be performed using Review Manager version 5.4. RESULTS This study is expected to provide evidence for the efficacy and safety of CPMP for fractures. CONCLUSION Our findings will provide evidence to determine whether CPMP can be an effective intervention for patients with fractures, which would expand the possible treatment options.
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Affiliation(s)
- Su Hyeon Choi
- College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
| | - Eun-Young Nam
- Mimi Korean Medicine Clinic, Seoul, Republic of Korea
| | - Ji Hye Hwang
- Department of Acupuncture and Moxibustion Medicine, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
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