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Multidisciplinary Journal Epistemology of the Sciences
Volume 3, Issue 2, 2026, JulySeptember
DOI: https://doi.org/10.71112/yfrfsb30
GRAPHENE OXIDE IN DENTAL AND MAXILLOFACIAL TISSUE ENGINEERING:
MECHANISTIC INSIGHTS AND TRANSLATIONAL READINESS FOR CANINE
VETERINARY MEDICINE
ÓXIDO DE GRAFENO EN LA INGENIERÍA DE TEJIDOS DENTALES Y
MAXILOFACIALES: PERSPECTIVAS MECANICISTAS Y PREPARACIÓN PARA SU
APLICACIÓN TRASLACIONAL EN MEDICINA VETERINARIA CANINA
Segundo Fabricio Mera Juaregui
Ecuador
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Graphene Oxide in dental and maxillofacial tissue Engineering: mechanistic
insights and translational readiness for canine veterinary medicine
Óxido de grafeno en la ingeniería de tejidos dentales y maxilofaciales:
perspectivas mecanicistas y preparación para su aplicación traslacional en
medicina veterinaria canina
Segundo Fabricio Mera Juaregui
a,*
fabriciomerajauregui@gmail.com
https://orcid.org/0009-0003-0967-1644
*
Corresponding author: fabriciomerajauregui@gmail.com,
a
Universidad Técnica de Machala,
Ecuador
ABSTRACT
The aim of this study was to critically assess the translational maturity of graphene oxide (GO)
in canine dental and maxillofacial medicine. The scientific literature published between 2015
and 2026 on the interaction of GO with oral tissues was analyzed. Of the studies identified, only
three preclinical investigations evaluated in vivo performance in canine models, compared with
48 in vitro studies and 32 in vivo studies conducted exclusively in rodents. Although the
incorporation of GO into scaffolds and coatings promotes osteogenesis in cellular assays and
rodent models, evidence in canines remains insufficient. The reported biological performance is
constrained by substantial risks of dose-dependent cytotoxicity, reactive oxygen species (ROS)
generation, and genotoxicity. These risks are associated with the lack of standardization in
lateral sheet size, the carbon-to-oxygen (C/O) ratio, and GO aggregation in biological fluids.
Furthermore, its antibacterial activity lacks clinical validation against dog-specific periodontal
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pathogens, particularly Porphyromonas gulae. The application of GO in veterinary dentistry
remains at an early stage of development (TRL 34). Despite its mechanical and biomimetic
properties, GO cannot yet be considered a clinically viable alternative until issues related to
bioaccumulation, peroxidase-mediated enzymatic biodegradation, and material standardization
in accordance with ISO requirements are adequately addressed.
Keywords: graphene oxide; veterinary medicine; canine dentistry; periodontal regeneration;
bone regeneration; biomaterials.
RESUMEN
El objetivo de este estudio fue evaluar críticamente la madurez traslacional del óxido de grafeno
(GO, por sus siglas en inglés) en la medicina dental y maxilofacial canina. Se analizó la
literatura científica publicada entre 2015 y 2026 sobre la interacción del GO con los tejidos
orales. De los estudios identificados, solo tres investigaciones preclínicas evaluaron el
rendimiento in vivo en modelos caninos, en comparación con 48 estudios in vitro y 32 estudios
in vivo realizados exclusivamente en roedores.
Aunque la incorporación de GO en andamios y recubrimientos promueve la osteogénesis en
ensayos celulares y modelos de roedores, la evidencia en caninos sigue siendo insuficiente. El
rendimiento biológico reportado está limitado por riesgos sustanciales de citotoxicidad
dependiente de la dosis, generación de especies reactivas de oxígeno (ROS) y genotoxicidad.
Estos riesgos están asociados con la falta de estandarización en el tamaño lateral de las
láminas, la relación carbono-oxígeno (C/O) y la agregación del GO en fluidos biológicos.
Además, su actividad antibacterial carece de validación clínica contra patógenos periodontales
específicos de los perros, particularmente Porphyromonas gulae. La aplicación del GO en
odontología veterinaria se mantiene en una etapa temprana de desarrollo (TRL 34). A pesar
de sus propiedades mecánicas y biomiméticas, el GO aún no puede considerarse una
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alternativa clínicamente viable hasta que se aborden adecuadamente los problemas
relacionados con la bioacumulación, la biodegradación enzimática mediada por peroxidasas y
la estandarización del material de acuerdo con los requisitos ISO.
Palabras clave: óxido de grafeno; medicina veterinaria; odontología canina; regeneración
periodontal; regeneración ósea; biomateriales.
Received: August 20, 2026 | Accepted: september 9, 2026 | April: September 10, 2026
INTRODUCTION
Diseases of the oral cavity are among the most common health problems in both human
and veterinary medicine (Harvey et al., 2023). In dogs, periodontal disease is the most prevalent
oral disorder, affecting a substantial proportion of adult animals and causing chronic
inflammation, loss of periodontal attachment, alveolar bone resorption, tooth mobility, and, in
untreated cases, potentially systemic consequences (Cunha et al., 2022).
Despite advances in veterinary dentistry, conventional therapies continue to present
limitations in achieving predictable and functional regeneration of periodontal and osseous
tissues, particularly in large defects or lesions involving substantial loss of structural support
(Ward, 2022). Traditional periodontal repair techniques involve open-flap debridement, the
application of grafting materials, and barrier membranes to prevent apical migration of the
epithelium and the formation of a long junctional epithelium, which can compromise
regeneration and true periodontal healing (Harvey, 2005).
The rapid development of periodontal tissue engineering has led to the emergence of
new approaches for the treatment of periodontal disease (Dai et al., 2024). However, the clinical
use of these restorative materials remains uncommon in veterinary dentistry (Erdoğan &
Saritaş, 2024). In this context, tissue engineering and regenerative medicine have assumed an
increasingly important role in veterinary dentistry.
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The design of scaffolds, guided tissue regeneration membranes, implant coatings, and
smart biomolecule-delivery systems aims to reproduce the biological conditions required to
restore the architecture and function of oral tissues (Purbantoro et al., 2024). In veterinary
medicine, these technologies represent a promising alternative for the treatment of maxillofacial
defects, traumatic injuries, advanced periodontal disease, and post-oncological surgical
reconstruction, in which conventional approaches often provide limited outcomes (Wei et al.,
2022).
Among the nanobiomaterials developed over the past decade, graphene oxide (GO) has
attracted considerable interest because of its combination of physicochemical and biological
properties (Qi et al., 2021). Its high surface-to-volume ratio, abundance of oxygen-containing
functional groups, mechanical strength, chemical stability, and ease of functionalization enable
its incorporation into polymeric matrices, hydrogels, membranes, and implants to enhance cell
adhesion, proliferation, osteogenic differentiation, and the formation of new mineralized tissue
(Hosseini et al., 2025).
Graphene is a two-dimensional, transparent, flexible, and mechanically strong carbon-
based nanomaterial consisting of sp²-hybridized carbon atoms arranged in a planar honeycomb
lattice, resulting in an atomically thin structure (Gutiérrez-Cruz et al., 2022). The properties of
the material depend largely on the synthesis method, which influences the number and types of
oxygen-containing functional groups present in the resulting GO. Unlike graphene, GO is
hydrophilic, making it relatively easy to prepare as a stable suspension in water or organic
solvents (Jiříčková et al., 2022).
Several experimental studies have demonstrated that GO can exert antibacterial activity
against microorganisms implicated in oral infections, while also exhibiting favorable
biocompatibility when used at appropriate concentrations and in controlled formulations (Martuci
et al., 2025; Narváez-Romero et al., 2025; Williams et al., 2023). In human dentistry, knowledge
regarding the applications of graphene oxide has expanded considerably (Castro et al., 2024).
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Recent studies have investigated its use as a coating for titanium implants to enhance
osseointegration, as a component of membranes designed for guided bone regeneration, as a
reinforcing agent in restorative biomaterials, as a vehicle for the controlled delivery of
therapeutic agents, and as a functional component of scaffolds used in pulp, periodontal, and
bone tissue engineering. Collectively, these studies suggest that GO may enhance the
mechanical properties of conventional biomaterials, promote osteogenic responses, and
contribute to bacterial biofilm control, all of which are of considerable interest in regenerative
dentistry (Lima et al., 2026; Radunovic et al., 2022; Souza et al., 2023).
However, the available evidence in veterinary medicine remains limited and is scattered
across experimental studies, preclinical investigations, and reviews focused predominantly on
human medicine. Although tissue engineering approaches applied to veterinary oral and
maxillofacial reconstruction have made substantial progress, there remains limited integration of
knowledge specifically concerning the use of graphene oxide in canine patients. This
fragmentation makes it difficult to determine the actual state of knowledge, the strengths of the
available evidence, methodological limitations, and prospects for future clinical application in
dogs (Purbantoro et al., 2024).
Given the growing interest in nanobiomaterials for regenerative medicine and the need
to strengthen the scientific basis for their application in veterinary dentistry, a critical review
synthesizing the available evidence on graphene oxide and its principal applications in dogs is
warranted. Integrating this evidence will enable the identification of current research trends,
underlying biological mechanisms, potential advantages over conventional biomaterials,
biocompatibility and biosafety considerations, and the challenges that must still be addressed
before the routine incorporation of GO into veterinary clinical practice.
In this review, we first describe the physicochemical and biological properties of GO and
then examine its applications in different areas of canine dentistry and related tissue
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regeneration. We also summarize potential future directions for the development of GO-based
nanomaterials in dentistry and related tissue regeneration.
METHODOLOGY
Study Design
A systematic descriptive, critical, and analytical literature review was conducted on the
applications of graphene oxide (GO) in dentistry and tissue regeneration, with particular
emphasis on its translational potential in canine veterinary medicine. The review encompassed
scientific literature published between 2015 and 2026, with priority given to recent experimental
studies and investigations specifically conducted in canine models.
The analysis was structured around the physicochemical and biological properties of
GO, its molecular interactions, biocompatibility, antibacterial activity, controlled-release capacity,
and effects on osteogenic and odontogenic differentiation, as well as its applications in
periodontal regeneration, dentinpulp complex regeneration, bone regeneration, implantology,
and tissue-engineering scaffolds. This approach enabled the evidence obtained in vitro, in
animal models, and specifically in dogs to be distinguished, with the aim of determining the
translational maturity of this technology. This classification was consistent with the central
objective of the manuscript: to establish the gap between experimental evidence and its
potential clinical application in canine veterinary dentistry.
Literature Search Strategy
The literature search was designed to identify studies addressing the use of GO in
dentistry, bone regeneration, tissue engineering, implantology, and veterinary applications.
Publications from 2015 to 2026 were considered, with particular emphasis on experimental
studies published between 2022 and 2026. The search strategy incorporated terms related to
the material, dental applications, tissue regeneration, and the canine species, including
conceptual combinations of graphene oxide, dentistry, dental, periodontal regeneration, bone
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regeneration, dental implant, tissue engineering, odontogenic differentiation, osteogenic
differentiation, dog, dogs, and canine.
The conceptual search strategy employed Boolean operators AND and OR according to
the following structure:
("graphene oxide" OR "graphene oxide nanomaterial") AND (dentistry OR dental OR
periodontal OR "bone regeneration" OR "dental implant" OR "tissue engineering" OR
odontogenic OR osteogenic) AND (dog OR dogs OR canine OR "veterinary
medicine").
The search strategies were adapted to the characteristics of each bibliographic
database consulted. Scientific reviews were primarily used to contextualize the field
and identify primary literature, whereas claims concerning the biological effects of
GO were preferentially supported by original experimental studies.
Inclusion Criteria
Studies were considered eligible if they met the following criteria:
Original in vitro, in vivo, or preclinical investigations;
Studies addressing GO applied to dentistry, tissue engineering, or bone and
periodontal regeneration;
Investigations of osteogenic or odontogenic differentiation;
Studies evaluating antibacterial activity and biofilm control;
Investigations of GO coatings for implants;
Studies involving scaffolds, hydrogels, and GO-containing composite matrices;
Investigations in which GO was used as a delivery system or component for
bioactive molecules;
Studies conducted in animal models, with particular emphasis on investigations
involving dogs;
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Articles providing sufficient information regarding the material, experimental model,
and outcomes; and Scientific publications with verifiable bibliographic information
and a DOI, when available.
Studies specifically conducted in dogs were retained irrespective of publication year
because of the scarcity of direct canine evidence, which was identified as one of the major
knowledge gaps in the reviewed literature. The manuscript identified three preclinical canine
studies addressing alveolar ridge preservation, periodontal regeneration, and peri-implantitis.
Exclusion Criteria
Articles consisting exclusively of editorials, letters to the editor, conference abstracts, or
documents lacking sufficient experimental information were excluded. Studies in which GO was
not a relevant experimental component were also excluded, as were investigations focused
exclusively on reduced graphene oxide or other carbon-based derivatives when they did not
allow the specific behavior of GO to be evaluated. Duplicate publications were also excluded.
Narrative and systematic reviews were not considered primary evidence for establishing
biological effects, although they were consulted as secondary sources for contextualizing the
findings and identifying relevant experimental studies.
Evidence Selection and Classification
The identified studies were screened and subsequently classified according to the type
of experimental model employed. The available evidence was organized into three major
categories: in vitro studies, in vivo studies conducted in non-canine animal models, and in vivo
studies specifically conducted in dogs.
According to the synthesis performed in the manuscript, 48 in vitro studies, 32 in vivo
investigations conducted in rodent models, and three preclinical in vivo studies involving canine
models were identified. This distribution represents one of the principal findings of the review
and demonstrates that research remains strongly concentrated on cellular and laboratory animal
models, whereas evidence specifically derived from dogs remains limited.
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Data Extraction and Analysis
The following information was extracted from the selected studies: author and year of
publication, type of GO used, associated biomaterial, experimental model, cell type or animal
species, target tissue, dental application, principal biological outcomes, and DOI.
The studies were subsequently grouped according to their application in periodontal
regeneration, dentinpulp complex regeneration, alveolar and maxillofacial bone regeneration,
bioactive implant coatings, three-dimensional scaffolds, controlled-release systems, and
antibacterial applications. This classification enabled integration of the biological mechanisms
described in the literature with the potential dental applications of GO.
A comparative matrix was also developed to characterize GO combinations with natural
and synthetic biomaterials, including PCL, PLA, collagen, chitosan, hydroxyapatite, bioglass,
PEEK, and titanium, among others. The corresponding table distinguishes experimentally
demonstrated evidence from applications that remain potential areas for further investigation.
Assessment of Translational Maturity
The evidence was interpreted according to the experimental stage of development of
GO-based applications. A distinction was made between in vitro evidence, preclinical evidence
from laboratory animal models, preclinical evidence specifically obtained in dogs, and veterinary
clinical evidence.
This classification enabled identification of a translational gap between the
demonstration of osteogenic, odontogenic, antibacterial, or controlled-release effects under
experimental conditions and their potential application in canine patients. The available findings
indicate that the application of GO in canine veterinary dentistry remains at an early preclinical
stage, primarily because of the limited number of studies involving dogs and the absence of
established veterinary clinical protocols.
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RESULTS
Physicochemical Properties of GO and Standard Characterization Criteria
A wide range of methods is available for the preparation of graphene oxide (GO),
including the chemical, electrochemical, and microbial oxidation of various carbon-based
materials (Liu et al., 2015; Nishina & Eigler, 2020; Yang et al., 2019). Most studies reported in
the literature have focused on GO produced through the chemical oxidation of graphite or, more
recently, through the rapid direct oxidation of graphene (Costa et al., 2021). Because most GO
preparation methods employ strong oxidizing agents, such as potassium permanganate, GO
typically contains a substantial number of defects within its crystalline lattice (Jahan et al.,
2022). This variability in synthesis necessitates rigorous characterization of its physicochemical
properties before biological use.
Critical Characterization Parameters and Spectroscopic Analysis
Number of Layers and Lateral Thickness
Determination: Atomic Force Microscopy (AFM) and High-Resolution Transmission
Electron Microscopy (HR-TEM) [ISO/TS 21356-1] (Xi et al., 2026).
Biological relevance: Monolayer GO sheets (thickness ≈ 1 nm) exhibit substantially
greater mechanical flexibility and specific surface area (>2,000 m²/g) than multilayer sheets (>5
layers; thickness >5 nm) (Xi et al., 2026). Lateral sheet size determines cellular translocation
capacity and the mechanism of macrophage internalization. Large sheets (>5 µm) can induce
frustrated phagocytosis and granulomatous inflammatory responses (Liu et al., 2022), whereas
submicron sheets (<500 nm) are efficiently internalized through clathrin- or caveolin-dependent
endocytic pathways (Xi et al., 2026).
Carbon-to-Oxygen Ratio (C/O Ratio)
Determination: X-ray Photoelectron Spectroscopy (XPS) (Costa et al., 2021; Yang et al.,
2019).
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Biological relevance: The C/O ratio quantifies the degree of oxidation of the carbon
network, typically ranging from 1.5 to 2.5 for GO synthesized using the Hummers method
(Suhaimin et al., 2022). A high oxygen content (C/O <2.0) increases the negative surface
charge and hydrophilicity, thereby promoting dispersion in aqueous media (Jahan et al., 2022;
Xi et al., 2026), but may also generate higher levels of reactive oxygen species (ROS) through
edge reactivity and interfacial electronic interactions (Pradyumn et al., 2026). Deconvolution of
the XPS C1s spectrum is essential to distinguish different hybridization states and chemical
bonds: CC/C=C (284.8 eV), CO (286.5 eV), C=O (287.8 eV), and OC=O (289.0 eV) (Liu et
al., 2022).
Degree of Crystalline Lattice Defects (ID/IG)
Determination: Raman spectroscopy using a 532- or 633-nm laser (Nishina & Eigler,
2020; Xi et al., 2026). Biological relevance: The G band (≈1,580 cm¹) corresponds to the E2g
vibrational mode of the sp² carbon plane, whereas the D band (1,350 cm¹) reflects symmetry
breaking associated with sp³ defects and sheet edges (Kabore et al., 2026). The intensity ratio
ID/IG (frequently >0.95 in GO) provides an estimate of defect density within the basal plane
(Nishina & Eigler, 2020; Xi et al., 2026). A high ID/IG ratio indicates substantial disruption of π
conjugation, which may reduce the capacity for drug or protein adsorption through π–π stacking
(Costa et al., 2021; Jahan et al., 2022), while substantially increasing the number of active sites
susceptible to neutrophil myeloperoxidase (MPO)-mediated enzymatic degradation (Costa et
al., 2021; Liu et al., 2015).
Zeta Potential (ζ) and Aggregation Kinetics
Determination: Dynamic Light Scattering (DLS) and laser Doppler electrophoresis
(Jahan et al., 2022; Nishina & Eigler, 2020).
Biological relevance: GO exhibits a strongly negative zeta potential (typically −30 to −50
mV in deionized water at pH 7.0), primarily due to the deprotonation of carboxyl groups (Jahan
et al., 2022; Xi et al., 2026). However, in physiological media, including saliva, gingival
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crevicular fluid, and plasma, the presence of divalent cations (Ca², Mg²) neutralizes the
surface charge through electrostatic screening, inducing extensive aggregation into secondary
microstructures (Costa et al., 2021; Jahan et al., 2022). This aggregation alters the effective
dose exposed to tissues, modifies interactions with the plasma membrane, and may enhance
mechanical cytotoxicity (Costa et al., 2021; Liu et al., 2015).
These characteristics make GO particularly effective in promoting cellular growth,
differentiation, and bone tissue regeneration (Gao et al., 2024). In particular, GO coatings may
improve clinical outcomes in dental surgery. Enhanced osseointegration and cytocompatibility
may be beneficial for the placement of GO-coated implants (Inchingolo et al., 2023). However,
despite these advantages, studies conducted by the U.S. Food and Drug Administration (FDA)
and independent experimental investigations have indicated that GO may exhibit toxic effects
both in vitro and in vivo (Qiu et al., 2024).
Furthermore, interactions between GO and proteins are fundamental to the performance
of GO- based biomaterials (Shahriari et al., 2026). Owing to their large surface area and
capacity to interact with proteins and peptides, GO materials exhibit valuable physicochemical
and biological properties for biomedical applications and have been successfully employed to
optimize scaffold architecture across a broad range of tissues and organs, from skin to cardiac
tissue (Biru et al., 2022).
Biological Properties of GO
Biocompatibility and Tissue Tolerance: Interfacial Interactions and Cellular Modulation
The biocompatibility of graphene oxide (GO) should not be regarded as an intrinsic or
absolute property of the nanomaterial, but rather as a conditional and multifactorial biological
response. This response is governed by inherent physicochemical parameters, including
nanosheet lateral dimensions, degree of oxidation (C/O ratio), concentration, cumulative dose,
synthesis method, and surface functionalization state (Kwak et al., 2022). At sublethal
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concentrations, GO acts as a bioactive matrix capable of promoting cell adhesion and
proliferation through modulation of interactions with the extracellular matrix (ECM) and
cytoskeleton, without compromising the viability of adjacent tissues (Yang et al., 2023).
However, cellular tolerance is intrinsically constrained by the colloidal stability of the
nanomaterial within the tissue microenvironment. Optimization of biocompatibility is achieved
primarily through surface modification and functionalization to regulate the protein adsorption
profile and mitigate physical damage to plasma membranes.
Modification of high-performance polymers (PEEK): Deposition of self-assembled GO
coatings onto polyether ether ketone (PEEK) markedly alters the surface energy and nanoscale
roughness of the substrate. This modification enhances initial cell adhesion, osteoblast
proliferation, and matrix-specific differentiation, while also providing a preventive bactericidal
response against opportunistic pathogens (Huang et al., 2024).
Bioactivation of titanium implants and trans-tissue response: Functionalization of titanium
with GO nanostructures simultaneously enhances the viability and osteogenic differentiation of
bone marrow stromal cells (BMSCs) and the response of human gingival fibroblasts (Kwak et
al., 2022). In in vivo preclinical models involving rabbit tibial defects, GO-modified surfaces
demonstrated a significant quantitative increase in bone-to-implant contact (BIC) and
accelerated osseointegration indices (Kwak et al., 2022), supporting the capacity of GO to
function as a bifunctional interface suitable for both peri-implant hard and soft tissues.
Despite these favorable findings for immobilized GO surfaces and coatings, the
biocompatibility of free GO suspensions is substantially constrained by the risks of dose-
dependent cytotoxicity, oxidative stress induced by intracellular ROS generation, and DNA
fragmentation. These effects must be rigorously evaluated before clinical application.
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Controlled-Release Properties
One of the most relevant functional characteristics of graphene oxide (GO) is its ability to
serve as a platform for the sustained and site-specific delivery of biomolecules and therapeutic
agents. Unlike conventional polymeric matrices, which are subject to rapid and uncontrolled
diffusion, the two-dimensional architecture of GO provides a high specific surface area and a
high density of functional groups, enabling exceptional loading efficiencies through non-covalent
interactions, including π–π stacking, electrostatic attraction, and hydrogen bonding (Jeong et
al., 2022).
Release kinetics from the GO matrix are regulated by the physicochemical conditions of
the local microenvironment and can respond dynamically to variations in pH, ionic strength, and
enzymatic degradation of the polymeric scaffold. This controlled behavior reduces the need for
repeated dosing and maintains therapeutic concentrations within the desired therapeutic
window over extended periods (Jeong et al., 2022).
Immobilization and sustained release of growth factors (BMP-2): Incorporation of GO
into three- dimensional scaffolds enhances the adsorption of bone morphogenetic protein 2
(BMP-2), effectively preventing the initial burst release commonly associated with secondary or
ectopic inflammatory responses. Progressive and controlled desorption of BMP-2 over several
weeks promotes sustained osteogenic signaling in mesenchymal stem cells (MSCs), as
evidenced by sustained increases in alkaline phosphatase (ALP) activity, enhanced matrix
mineralization (calcium deposition), and upregulation of key osteogenic markers compared with
conventional GO-free matrices (Jeong et al., 2022).
Multifunctional platforms for periodontal regeneration: Beyond osteoinductive factors,
GO enables the co-transport and combined release of synthetic or naturally derived
antimicrobial agents and immunomodulatory molecules. This multifunctional capacity is
particularly relevant to regeneration of the periodontal complex, in which suppression of
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bacterial colonization and resolution of the local inflammatory response must occur concurrently
with the formation of new bone and cementum (Li et al., 2022).
Antibacterial Activity and Membrane Disruption Mechanisms
The antimicrobial activity of graphene oxide (GO) is a critical property for mitigating
biomaterial- associated infections, including peri-implantitis and periodontal disease. The
antibacterial action of GO is not attributable to a single chemical effect but rather to a dynamic,
multifactorial, and synergistic mechanism determined by its sp²-hybridized aromatic domains,
the density of oxygen- containing groups across the basal plane and sheet edges, and its high
specific surface area (Kwak et al., 2022; Lin et al., 2023).
The mechanisms underlying bacterial inhibition can be broadly classified into two
principal pathways involving physical and metabolic damage.
Direct mechanical damage and lipid extraction: Two-dimensional GO sheets interact with
bacterial envelopes through a combination of electrostatic, van der Waals, and hydrophobic
interactions. The sharp edges of GO nanosheets can act as nanoscale cutting edges or “nano-
blades,” inducing direct disruption of the cell wall and cytoplasmic membrane. This process is
further enhanced by extensive phospholipid extraction, whereby hydrophobic domains of GO
attract membrane lipid tails toward the basal plane, compromising structural integrity, increasing
membrane permeability, and ultimately causing cell lysis through irreversible leakage of
cytoplasmic contents (Bousiakou et al., 2022).
Oxidative stress and metabolic inhibition: Independently of direct physical damage, GO
can act as a redox mediator capable of accepting electrons from bacterial membranes and
perturbing intracellular electron-transport processes. This may promote the generation of
reactive oxygen species (ROS), including hydroxyl radicals (•OH) and superoxide anions (O),
which can trigger lipid peroxidation, oxidation of structural proteins, and lethal damage to
bacterial DNA (Kwak et al., 2022; Lin et al., 2023).
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Nanocomposite synergy and applications in three-dimensional scaffolds: To overcome
bacterial resistance and reduce the GO concentrations required, the nanomaterial can serve as
a synergistic platform for the immobilization of metallic nanoparticles or bioactive oligoelements.
For example, GO integrated with nickel nanoparticles exhibits substantially greater bactericidal
activity against Gram-positive microorganisms (Staphylococcus aureus) and Gram-negative
microorganisms (Escherichia coli) than either component alone (Wu et al., 2022).
From a tissue bioengineering perspective, incorporating GO into biocompatible three-
dimensional scaffolds, such as polycaprolactone (PCL) matrices fabricated by 3D printing, not
only enhances the mechanical properties and surface topography of the scaffold but also
confers prophylactic bactericidal activity. This may help prevent pathogenic biofilm formation
during the early stages of osteoblast proliferation and in vivo new bone formation (Du et al.,
2022).
Osteogenic Differentiation Properties
The ability of GO to induce and promote osteogenic differentiation is one of its most
relevant properties for applications in bone tissue engineering and periodontal regeneration.
This biological activity is associated with the combination of GO physicochemical
characteristics, including its high specific surface area, abundance of oxygen-containing
functional groups, capacity to adsorb osteoinductive proteins, and availability of aromatic
domains capable of interacting with extracellular matrix components (Jeong et al., 2022).
At the cellular level, GO can modulate signaling pathways associated with osteogenesis,
particularly the Wnt/β-catenin, BMP/Smad, and MAPK pathways, thereby promoting the
expression of genes involved in osteoblastic differentiation, including RUNX2, ALP, COL1A1,
OCN, and OPN. In addition, its two-dimensional structure facilitates the local concentration of
calcium and phosphate, thereby promoting extracellular matrix mineralization (Jeong et al.,
2022).
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The influence of GO on osteogenic differentiation is also associated with its ability to
enhance cellbiomaterial surface interactions. The presence of carboxyl and hydroxyl groups
facilitates the adsorption of cell-adhesion proteins, such as fibronectin and vitronectin, thereby
promoting integrin-mediated adhesion and activation of intracellular signaling pathways
associated with bone formation (Kwak et al., 2022).
In addition to directly stimulating osteoblastic activity, GO may promote bone regeneration
through immunomodulatory mechanisms. The initial inflammatory response following tissue
injury is a major determinant of regenerative success, and biomaterials capable of regulating
macrophage polarization toward a reparative phenotype may substantially enhance new bone
formation (Jeong et al., 2022).
Induction of Osteogenic Differentiation and Signal Transduction Mechanisms
The ability of graphene oxide (GO) to promote lineage commitment and accelerate the
osteogenic differentiation of progenitor cells, such as mesenchymal stem cells (MSCs) and
bone marrow stromal cells (BMSCs), represents one of the strongest rationales for its
integration into bone and periodontal regeneration matrices. This osteoinductive effect is not
merely contact-induced but rather results from a complex physicochemical and biomechanical
interplay driven by its high specific surface area, nanoscale topography, and functional domains
(Lin et al., 2023).
The biological and molecular mechanisms through which GO modulates the cellular
microenvironment to promote osteogenesis can be organized into the following principal
pathways.
Activation of signal-transduction pathways and gene expression: Interfacial interactions
with GO induce the phosphorylation and activation of key signaling cascades involved in
osteoblastic maturation, predominantly the Wnt/β-catenin, BMP/Smad, and MAPK/ERK
pathways. This mechanotransduction culminates in the coordinated upregulation of master
transcription factors, including RUNX2 (Runt-related transcription factor 2) and OSTERIX, as
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well as matrix-associated genes encoding alkaline phosphatase (ALP), type I collagen
(COL1A1), osteocalcin (OCN), and osteopontin (OPN) (Lin et al., 2023). In addition, the
electronegative basal plane of GO attracts and nucleates divalent ions, acting as a physical
template that accelerates hydroxyapatite precipitation and extracellular matrix (ECM)
mineralization (Lin et al., 2023).
Selective adsorption of adhesion proteins: The carboxyl and hydroxyl groups of GO,
together with its sp²-hybridized aromatic domains, facilitate the selective adsorption of
extracellular matrix proteins, such as fibronectin and vitronectin, while preserving conformations
conducive to biological activity (Ahn et al., 2020). This protein corona exposes specific Arg-Gly-
Asp (RGD) tripeptide sequences, promoting their interaction with cell-surface integrins. The
resulting actin cytoskeletal rearrangement generates cellular tension forces that activate
osteogenic signaling through direct mechanotransduction (Ahn et al., 2020).
Osteogenic immunomodulation and macrophage polarization: Beyond its direct effects
on the osteoblastic lineage, GO plays an active role in the peri-implant immune
microenvironment. Following implantation, GO can modulate the acute inflammatory response
by promoting the phenotypic transition of macrophages from a pro-inflammatory M1 state
toward a pro-regenerative M2 phenotype (Lin et al., 2023). This immunomodulatory polarization
promotes the secretion of pro- osteogenic cytokines and pro-angiogenic factors, such as VEGF
and TGF-β1, thereby establishing an immune microenvironment conducive to sustained tissue
repair and the formation of highly mineralized new bone (Lin et al., 2023).
Applications of Graphene Oxide in Veterinary Dentistry
Advanced Periodontal Regeneration: Immunomodulation and Reconstruction of the
Root- Associated Complex Periodontal regeneration represents one of the major challenges in
dental and veterinary tissue engineering because of the complex tripartite architecture of the
periodontal attachment apparatus. Successful regeneration requires the coordinated restoration
of root cementum, the periodontal ligament (PDL), and alveolar bone, together with the
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functional reinsertion of Sharpey’s fibers (Mashhadi et al., 2024; Sánchez-Cepeda et al., 2024;
Xie et al., 2024).
Within this context, periodontal ligament stem cells (PDLSCs) represent a major
progenitor cell population involved in periodontal tissue repair. Graphene oxide (GO) derivatives
can act as instructive modulators of the PDLSC cellular microenvironment through advanced
biological.
Modulation of mitochondrial dynamics and GO quantum dots (GQDs): Incorporation of
graphene oxide quantum dots (GQDs) into gelatin methacrylate (GelMA) hydrogel matrices
promotes the osteogenic differentiation of PDLSCs by regulating cellular metabolic
homeostasis. Specifically, GQDs promote mitochondrial fusion and attenuate excessive fission,
thereby preserving mitochondrial membrane potential and accelerating the repair of periodontal
bone defects in vivo (An et al., 2024).
Three-dimensional PCL/GO scaffolds: Surface functionalization of three-dimensional
polycaprolactone (PCL) matrices with GO coatings optimizes nanoscale topography and surface
free energy. This results in enhanced initial adhesion and proliferation of PDLSCs and promotes
rapid extracellular matrix (ECM) mineralization (Park et al., 2021).
Preclinical evidence in canine models: Application of GO-modified three-dimensional
collagen scaffolds to Class II furcation periodontal defects in canines demonstrated superior
regenerative capacity after four weeks of implantation. Histological analyses revealed not only
new alveolar bone formation and tissues exhibiting cementum- and periodontal ligament-like
morphology, but also active perpendicular insertion of Sharpey’s fibers into the newly formed
root surface, supporting restoration of the biomechanical integrity of the periodontal attachment
apparatus (Kawamoto et al., 2018).
Immunomodulation in compromised microenvironments: Under complex
pathophysiological conditions, such as diabetic microenvironments or chronic periodontitis, the
regenerative potential of GO extends beyond direct osteoinduction. Alginate/gelatin hybrid
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matrices functionalized with polydopamine (PDA)-modified GO and hydroxyapatite
nanoparticles (nHA) exhibit substantial reactive oxygen species (ROS)-scavenging capacity and
the ability to activate Ca² signaling pathways, thereby modulating the inflammatory
macrophage phenotype and promoting osteogenesis in tissues characterized by elevated
oxidative stress (Li et al., 2022).
Critical Perspective and Veterinary Clinical Translation
Despite the advances reported to dateincluding in vivo proof-of-concept studies in
canine models (Kawamoto et al., 2018)the application of graphene oxide (GO) in clinical
veterinary dentistry, particularly for the treatment of canine and feline periodontal disease,
remains at an early experimental stage.
Most findings reported to date have originated from in vitro studies using human cells or
in vivo experiments conducted in rodent models. Before systematic clinical translation into
veterinary medicine can be considered, several critical knowledge gaps must be addressed.
Physicochemical standardization: The effective dose, optimal lateral size range of GO
nanosheets, and density of oxygen-containing functional groups must be established to
minimize the risk of systemic cytotoxicity.
Biodegradation kinetics and long-term safety: Biological clearance, myeloperoxidase-
mediated degradation, and the potential for undesirable tissue deposition following defect
resolution must be systematically evaluated.
Controlled clinical trials in canine patients: Prospective randomized studies should be
conducted in real-world veterinary patients with naturally occurring periodontitis, with long-term
assessment of clinical periodontal parameters, including probing depth, clinical attachment
level, and tomographic bone density.
Regeneration of the DentinPulp Complex: Odontogenic Induction and Tissue
Reconstruction Preservation and regeneration of the dentinpulp complex represent primary
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objectives in modern regenerative dentistry, as loss of pulp vitality interrupts tertiary
dentinogenesis, compromises proprioception, and leaves the tooth highly susceptible to fracture
and root resorption. Unlike conventional endodontic treatment, which focuses on inert obturation
of the root canal, tissue engineering aims to restore a highly vascularized and innervated tissue
characterized by a palisaded layer of functional odontoblasts capable of synthesizing reparative
tubular dentin (Huang et al., 2024; Qin et al., 2022).
In this process, dental pulp stem cells (DPSCs) represent the most relevant progenitor
cell population. Graphene oxide (GO) nanostructures act on DPSCs as potent biological and
physicochemical inducers, modulating odontogenesis through the following principal
mechanisms.
Table 1.
Graphene oxide combinations with natural and synthetic biomaterials investigated experimentally
Material combination
Experimental model
Main findings
Potential dental
application
GO+PCL
Rabbit bone defect
GO-containing scaffolds showed
greater new bone formation; GO
concentrations of 1% and 3% were
Regeneration of alveolar
and maxillofacial bone
defects
GO+PLA+ hardystonite
Characterization and
experimental
evaluation of 3D
scaffolds
GO acted as a component/coupling
agent within the PLAhardystonite
system, improving scaffold-related
properties for bone regeneration
Alveolar and
maxillofacial bone
regeneration through
additive manufacturing
GO+collagen
+curcumin
Biological and
structural evaluation
of a scaffold
The system exhibited favorable
structural and biological
characteristics for bone
regeneration and antibacterial
Periodontal and bone
regeneration; potential
multifunctional system
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GO+PLA
Cell culture and 3D
scaffold
GO surface treatment increased
wettability and resulted in an
increase of up to 220% in cell
viability under dynamic culture
Scaffolds for bone
regeneration and
maxillofacial defects
GO+PLA+
β-TCP
3D-printed scaffolds;
physicochemical,
mechanical, and
biological evaluation
Structure, mechanical properties,
and bioactivity of the system were
characterized
Alveolar and
maxillofacial bone
regeneration
GO+PLGA
Rats with mandibular
fractures
Bone stability, viability, and healing
of mandibular fractures were
evaluated
Fixation and
regeneration of
mandibular/maxillofacial
GO+PEEK
Experimental surface
evaluation
The coating improved the
bactericidal and osteogenic
properties of PEEK
Dental implants and
implant surfaces
GO+collagen+
Attapulgite
3D scaffold;
experimental bone
regeneration
The combination was designed to
provide structural support and
promote bone regeneration, with
potential for patient-specific
fabrication
Alveolar and
maxillofacial bone
regeneration
GO+bioglass
Scaffold evaluation
for bone regeneration
A composite material with favorable
characteristics for bone tissue
engineering was obtained
Regeneration of alveolar
bone defects
GO+chitosan
+alginate + Se
Rabbit with bone
defect
GO and Se enhanced the physical
properties of the scaffold and
resulted in significantly greater
bone regeneration than the control
Regeneration of
periodontal and bone
defects
GO + PLLA/PGA+
polydopamine+Sr
Scaffold for bone
tissue engineering;
mechanical and
osteogenic
evaluation
The system demonstrated
improved mechanical properties
and osteogenic induction
Alveolar/maxillofacial
bone regeneration
GO + titanium +
antimicrobial peptide
Nal-P-113
Titanium surface;
antimicrobial and
cytocompatibility
The coating was evaluated for
antibacterial activity and
cytocompatibility
Dental implants and
prevention of peri-
implantitis
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GO+titanium
Dental implant
surface; antimicrobial
evaluation
The synthesis, characterization,
and potential antimicrobial activity
of the coating were
Dental implants and
control of peri-implant
infection
GO+titanium +
minocycline
Titanium implants;
experimental
evaluation
Coating characteristics, cellular
response, and properties related to
bacterial control were evaluated
Prevention/treatment of
peri-implantitis
GO+bioglass
+ PEEK
Experimental dental
implant
System was designed to overcome
the low bioactivity and limited
antimicrobial activity of PEEK
Dental implants and
osseointegration
Modulation of cellular metabolism and AMPK/mTOR signaling by GQDs: Exposure of
DPSCs to optimized concentrations of graphene oxide quantum dots (GQDs) significantly
stimulates cell proliferation, alkaline phosphatase (ALP) activity, and mineralized nodule
deposition. At the molecular level, this odontogenic stimulus is mediated by regulation of the
AMPK/mTOR metabolic pathway, which promotes the upregulation of key dentin-matrix
proteins, including dentin sialophosphoprotein (DSPP), dentin matrix protein 1 (DMP-1), and the
transcription factor RUNX2 (Lin et al., 2023).
Synergy in three-dimensional mesoporous bioactive glass/GO (MBG/GO)
nanocomposites: Incorporation of GO into mesoporous bioactive glass (MBG) matrices
generates an ionic-exchange and topographical microenvironment conducive to human DPSC
activity. This hybrid platform not only induces coordinated upregulation of advanced
odontogenic markers, including DSPP, DMP- 1, BMP-2, MEPE, RUNX2, and ALP, but also
accelerates biomineralization kinetics through the epitaxial nucleation of apatite crystals on the
surface network (Ahn et al., 2020).
Multifunctional growth-factor retention platforms: The abundance of carboxyl and
hydroxyl groups at the edges and basal plane of GO enables the non-covalent adsorption of
bioactive biomolecules, particularly members of the transforming growth factor-β (TGF-β)
superfamily, such as BMP-2 and BMP-7. Incorporation of GO into injectable hydrogels or
porous scaffolds enables the development of sustained-release systems that mimic the native
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odontogenic niche, protecting growth factors from proteolytic degradation and maintaining their
local bioavailability to guide DPSC differentiation (Ahn et al., 2020).
Critical Perspective and Clinical Challenges in Canine Veterinary Dentistry
Despite promising in vitro and in vivo findings from basic preclinical models, the current
scientific literature presents conceptual and methodological limitations that must be addressed
before clinical translation into veterinary dentistry can be contemplated:
Partial evidence versus comprehensive regeneration: Most available evidence evaluates
indirect markers or partial endpoints, such as in vitro differentiation, formation of mineralized
nodules, or gene expression (Huang et al., 2024; Qin et al., 2022). However, there is still no
conclusive evidence that GO alone can orchestrate the complete regeneration of a vascularized
and innervated dental pulp within complex pulp chambers.
Translational gap to the canine species: Direct extrapolation of findings obtained from
human DPSCs to canine veterinary clinical practice is neither biomechanically nor
immunologically valid. The canine oral cavity presents specific challenges, including:
Severe masticatory forces and microleakage: Substantial occlusal loads in dogs impose
more stringent mechanical-resistance requirements on the regenerated dentinpulp complex
Species-specific microbial burden: The canine endodontic microbiota differs in composition and
pathogenic potential from that of humans, necessitating biomaterials with enhanced bactericidal
capacity against dog-specific pathogens.
Need for species-specific in vivo trials: GO should currently be regarded as a promising
experimental biomaterial platform. Progress toward clinical applications in direct pulp capping or
regenerative pulpotomy in dogs requires the design of orthotopic in vivo studies in canine
models, with quantitative assessment of tertiary dentin formation, pulp revascularization, and
long-term pulp biocompatibility.
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Alveolar Bone Regeneration and Maxillofacial Reconstruction: Hybrid Nanocomposites
and Osteoangiogenic Systems.
The reconstruction of alveolar and maxillofacial bone defects represents a major
biomechanical and physiological challenge because it requires simultaneous restoration of
structural rigidity, alveolar ridge stability, and bone volume lost following severe periodontitis,
dental avulsion, high- energy trauma, or oncological surgical resection. Many of these defects
exceed the physiological capacity for spontaneous regeneration and therefore constitute critical-
sized defects, requiring three-dimensional matrices that integrate osteoconductive,
osteoinductive, and angiogenic properties (Kumari et al., 2022; Yang et al., 2024).
The physicochemical properties of graphene oxide (GO) enable its use as both a
mechanical reinforcing agent and a bioactive component in bone tissue engineering, giving rise
to several families of hybrid nanocomposites.
Hydroxyapatite/GO hybrid systems and bone immunomodulation: Combining GO with
hydroxyapatite (HA) mimics the native inorganic phase of bone while enhancing the fracture
toughness of the inorganic matrix. Multifunctional matrices composed of polydopamine (PDA)-
modified GO and integrated hydroxyapatite nanoparticles (nHA) within alginate/gelatin
hydrogels have been shown to orchestrate regeneration in inflammatory microenvironments.
This nanocomposite scavenges reactive oxygen species (ROS) and promotes macrophage
polarization from the pro-inflammatory M1 phenotype toward the reparative M2 phenotype,
thereby increasing the density of mineralized matrix formation in vivo (Li et al., 2022).
Mesoporous bioactive glass/GO composites (MBG/GO): Incorporation of GO into
bioactive glasses modifies surface microtopography and ion-exchange kinetics. These
composites enhance protein adsorption and stimulate epitaxial biomineralization, promoting
progenitor-cell differentiation through accelerated formation of a biologically active carbonate-
substituted apatite layer (Li et al., 2022).
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Dual loading and sustained release of osteoangiogenic factors (BMP-2 and VEGF):
Reconstruction of critical-sized defects requires rapid vascularization coordinated with
osteogenesis. GO acts as a highly efficient molecular reservoir through non-covalent
interactions, including π–π stacking, hydrogen bonding, and electrostatic attraction.
Incorporation of GO into PCL/PVP nanofibrous scaffolds suppresses the initial burst release of
bone morphogenetic protein 2 (BMP-2), maintaining sustained desorption over prolonged
periods. This modulated release kinetics results in enhanced osteoblastic maturation and
calcium phosphate deposition (Jeong et al., 2022). Similarly, incorporation of vascular
endothelial growth factor (VEGF) into GO-based matrices enables coupling of
neovascularization with bone mineralization.
Tissue integration and in vivo immuno-osseointegration: Preclinical studies demonstrate
that titanium surfaces modified with GO nanolayers quantitatively increase bone-to-implant
contact (BIC) and accelerate osseointegration in rabbit tibial models (Yang et al., 2024),
supporting the interfacial biocompatibility of the nanomaterial with both cortical and trabecular
bone in vivo (Kwak et al., 2022).
Critical Perspective and Translation to Canine Veterinary Dentistry
The development of GO-based biomaterials for alveolar and maxillofacial reconstruction
in dogs has considerable potential given the high prevalence of advanced periodontal disease
and extensive bone loss encountered in small-animal clinical practice. However, the clinical
translation gap requires several technical and biological limitations to be addressed.
Species-specific biomechanical requirements: The canine maxillofacial complex is
subjected to substantially greater masticatory occlusal forces than those experienced in rodents
and rabbits.
It is therefore essential to characterize the compressive, shear, and fatigue properties of
GO-based hybrid scaffolds under physiologically relevant cyclic loading conditions.
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Dependence on vascularization in extensive defects: Although VEGF adsorption onto
GO- based matrices has demonstrated biological plausibility, the in vivo degradation kinetics of
the scaffold must be precisely synchronized with the rate of angiogenesis and capillary ingrowth
from adjacent cortical bone to prevent central necrosis in large-volume defects.
Optimization of Synthesis Parameters and Longitudinal Safety
Standardization of the threshold dose, degree of oxidation (C/O ratio), and lateral
dimensions of GO sheets is required in orthotopic canine maxillofacial models. In addition, long-
term histomorphometric and tomographic assessments are imperative to rule out chronic
foreign-body inflammation or undesirable tissue migration of free GO nanosheets.
Bioactive Coatings on Titanium Dental Implants: Surface Modification and Interfacial
Performance.
Commercially pure titanium (cp-Ti) and its alloys (e.g., Ti-6Al-4V) constitute the gold
standard in dental and maxillofacial implantology because of their high yield strength, corrosion
resistance, and passive biocompatibility conferred by the titanium dioxide (TiO) surface oxide
layer. However, the relative biological inertness of titanium may result in prolonged
osseointegration times or premature failure associated with bacterial peri-implantitis or
inadequate primary and secondary stability (Kwak et al., 2022).
Topographical and functional modification of titanium surfaces using graphene oxide
(GO) nanocoatings transforms a passive interface into a bioactive instructive microenvironment,
modulating osteogenesis and providing antimicrobial protection without altering the structural
mechanical properties of the metallic core.
Surface anchoring and integration techniques (micro-arc oxidationMAO): Deposition of
GO onto titanium by micro-arc oxidation (MAO) generates a porous TiO layer that functions as
a rough mechanical anchor at the micro- and submicrometre scales. Subsequent immobilization
of GO nanosheets within the pores of the MAO layer optimizes surface free energy and
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wettability, generating a nanotopography with high affinity for cellular attachment (Kwak et al.,
2022).
Mechanotransduction and in vitro and in vivo osteogenic response: Ti/MAO-GO surfaces
induce a significant increase in the expression of alkaline phosphatase (ALP), the transcription
factor RUNX2, osteopontin (OPN), and osteocalcin (OCN) in bone progenitor cells (Kwak et al.,
2022). In in vivo animal models (rabbit tibia), implants modified with GO coatings demonstrated
a marked quantitative increase in bone-to-implant contact (BIC) and peri-implant trabecular
bone volume compared with conventional surfaces (Kwak et al., 2022), thereby accelerating
bone consolidation at the implant bone interface.
Multifunctional multilayer coatings: The ability of GO to function as an immobilization
matrix enables the development of multifunctional coatings on titanium.
Biomimetics and mineralization: Co-deposition of GO with hydroxyapatite (HA) accelerates the
formation of a biologically active apatite layer.
Dual antimicrobial effect: The presence of GO prevents the initial colonization of oral
pathogens in the peri-implant sulcus through mechanical membrane damage and ROS
generation.
Sustained growth-factor release: GO enables the physical adsorption and kinetically
regulated release of BMP-2 or immunomodulatory agents into the peri-implant surgical site
(Kwak et al., 2022).
Critical Perspective and Challenges for Translation to Canine Veterinary Implantology
The use of GO-functionalized titanium implants in canine patients represents a highly attractive
alternative for oral rehabilitation, fixation of maxillofacial prostheses, and stabilization of complex
bone defects in veterinary medicine. However, safe clinical translation requires the resolution of
specific methodological and biomechanical challenges.
Coating adhesion and shear resistance: During dental implant insertion into the bone
bed under mechanical torque, the GO coating is exposed to substantial frictional and shear
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forces. It is therefore essential to quantify delamination resistance and mechanical stability of
the coating to prevent unintended release of free nanosheets into the bone bed, which could
trigger foreign-body responses or frustrated phagocytosis by macrophages.
Canine oral environment and peri-implant biofilm: Canine saliva differs from standard
laboratory models in pH, viscosity, and bacterial burden, including the presence of species such
as Porphyromonas gulae. It is therefore necessary to determine whether the bioactivity and
antibacterial effects of GO coatings remain stable in the presence of enzymatic degradation and
canine dental plaque formation in vivo.
Standardization and veterinary clinical trials: Prospective canine studies evaluating
primary stability, implant stability quotient (ISQ) values using resonance frequency analysis, and
long-term implant success rates under physiological occlusal loading are currently lacking.
Consequently, TiGO remains an experimental biomaterial system with substantial translational
potential.
Three-Dimensional Scaffolds: Hybrid Nanocomposite Architectures and Biofabrication
Three-dimensional scaffolds constitute a fundamental component of dental and maxillofacial
tissue engineering by functioning as synthetic extracellular matrix mimetics that provide
temporary mechanical support, guide cellular behavior, and immobilize osteoinductive cues.
Incorporation of graphene oxide (GO) into polymeric, protein-based, or hydrogel matrices can
overcome the inherent limitations of pristine materials, such as low toughness, rapid
degradation, or limited bioactivity, through the formation of multifunctional hybrid networks.
The interfacial integration of GO into the different families of three-dimensional matrices
can be organized according to the following biomaterial strategies:
Bioprintable Hydrogels (GelMA and Bioactive Peptides)
Gelatin methacryloyl (GelMA) hydrogels mimic the viscoelasticity of soft tissues and
facilitate cellular encapsulation. Incorporation of GO optimizes the hydrogel storage modulus,
increases shape fidelity during the 3D bioprinting process, and promotes mesenchymal stem
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cell adhesion and osteogenic differentiation, as evidenced by the upregulation of RUNX2,
osteopontin, and osteocalcin. In addition, GelMA/GO hydrogels functionalized with bone-forming
peptide-1 (BFP- 1) act as delivery platforms for osteogenic cues, accelerating alkaline
phosphatase (ALP) activity and mineralized matrix deposition.
Biodegradable Synthetic Polymers and the Formulation Window Effect (PCL/GO)
Poly(ε-caprolactone) (PCL) offers high processability for scaffold fabrication by fused
deposition modeling (FDM). Incorporation of GO reduces the hydrophobicity of PCL and
increases nanoscale surface roughness. In vivo experiments in rabbit bone defects
demonstrated a narrow formulation window: the addition of 1 wt% GO significantly increased
new bone formation. However, higher concentrations induced nanosheet aggregation,
undesirable acceleration of biodegradation due to structural mismatch, and local cytotoxicity,
demonstrating that the biological response does not exhibit a direct linear relationship with
nanophase loading.
Natural Protein Matrices and Antimicrobial Biopolymers (Collagen and Chitosan)
Collagen/GO systems: The combination of GO with collagen restores the protein
component of the extracellular matrix (ECM), while the nanosheets enhance thermal stability
and resistance to enzymatic degradation by collagenases. The incorporation of minerals
(attapulgite) or phytochemicals (curcumin) into three-dimensional collagen/GO matrices
generates multifunctional scaffolds that combine structural support with antibacterial and
antioxidant activity.
Chitosan/GO composites: Electrostatic interactions between the positively charged
amino groups of chitosan and the electronegative carboxyl groups of GO reinforce the three-
dimensional network. In critical-sized defects, chitosan/GO scaffolds increase new bone
formation and the expression of osteogenic markers (BMP, RUNX2, OPN, and OCN) compared
with the biopolymer alone, while also serving as controlled-release matrices for bactericidal
agents.
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Figure 1
Critical Parameters of GO/Scaffold Systems
The systematic balance among these variables determines whether the scaffold will
induce a regenerative tissue response or a foreign-body reaction, thereby establishing the
framework for the development of three-dimensional matrices for clinical veterinary and
biomedical applications.
Incorporation of Bioceramics and Multicomponent Hybrid Systems
Coupling GO with osteoconductive bioceramics, including hydroxyapatite, β-tricalcium
phosphate (β-TCP), and bioactive glasses, generates ternary or quaternary nanocomposites
(e.g., chitosan/gelatin/bioactive nanoglass/GO or β-TCP/polymer/GO). In these systems, the
bioceramic component provides inorganic nucleation sites, whereas GO acts as a network-
forming cross- linker and mechanical reinforcement against bending and compressive stresses.
Critical Perspective on Scaffold Synthesis and Design
The accumulated evidence indicates that GO should be conceptualized as an interfacial
dopant and instructive agent rather than merely as a passive reinforcing nanofiller. To maximize
the regenerative performance of three-dimensional scaffolds and ensure an appropriate cellular
response, biomaterial design should consider a multidimensional matrix of variables:
Nanofunctional Platforms for Controlled Release and Local Delivery of Bioactive Agents
The ability of graphene oxide (GO) to function as a sustained and site-specific delivery
platform (targeted delivery system) stems from its interfacial physicochemical properties. Its
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high specific surface area, combined with the basal plane of sp²-hybridized carbon atoms and
peripheral functional groups (carboxyl, hydroxyl, and epoxy groups), enables stable yet
reversible non- covalent interactions, including π–π stacking, hydrogen bonding, hydrophobic
interactions, and electrostatic forces.
In dental and maxillofacial tissue engineering, localized release kinetics can minimize
rapid dissipation or washout through blood or salivary flow, suppressing the initial burst release
and maintaining the bioactive dose within the effective therapeutic window for prolonged periods
compatible with bone and periodontal histogenesis.
The major advances in the delivery of bioactive and therapeutic agents using GO-based
systems can be organized into the following main areas
Delivery of Osteoinductive Factors (BMP-2) Using Macro- and Nanoscale Matrices
Macro-/microstructured scaffold systems (PCL/GOPVP): The incorporation of
GO/polyvinylpyrrolidone (PVP) hydrogels into electrospun nanofibrous poly(ε-caprolactone)
(PCL) scaffolds modulates the desorption of bone morphogenetic protein-2 (BMP-2). Non-
covalent interactions between GO and BMP-2 prolong the bioavailability of the osteoinductive
protein, continuously promoting mineral deposition and the upregulation of osteogenic markers
in critical-sized defects.
Nanoscale delivery platforms (GOPLL/albumin): Beyond rigid three-dimensional
scaffolds, functionalization of bovine serum albumin nanoparticles with poly-L-lysine and GO
(GOPLL) enables the formation of colloidal nanocarriers for BMP-2. This GOPLL/BMP-2
nanoscale complex attenuates the initial diffusion rate, enhances cellular uptake, and stimulates
the differentiation of bone marrow-derived mesenchymal stem cells (BMSCs), providing a
potential route for injectable therapies targeting alveolar defects with irregular geometries.
Stimuli-Responsive Systems for Antimicrobial Agents
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pH-dependent antibiotic release (vancomycin): Incorporation of GO into polymeric
hydrogel matrices composed of poly (vinylsulfonic acid)Sterculia gum enables modulation of
vancomycin diffusion kinetics through pH responsiveness. Changes in the protonation state of
GO carboxyl groups under acidic or neutral conditions alter electrostatic interactions with the
charged drug, thereby regulating its release. Although this model was initially developed for
gastrointestinal drug delivery, it establishes the biophysical principle underlying GO-based
hydrogels responsive to microenvironmental changes, such as the acidification observed in
periodontal disease or active peri-implant infection.
Carriers for Low-Molecular-Weight Phytotherapeutic Bioactive Molecules
PLLA/GO biomimetic scaffolds (salvianolic acid B): The incorporation of GO into
porous poly (L-lactic acid) (PLLA) matrices alters polymer-fiber topography and enables
sustained release of small molecules such as salvianolic acid B. π–π stacking interactions
between the aromatic ring of the drug and the sp² domains of GO regulate the desorption
profile, coupling the antioxidant and vasodilatory effects of the bioactive molecule with structural
regeneration of the matrix.
Critical Perspective and Veterinary Clinical Translation: The integration of four
independent functionsstructural support, osteoinduction/odontogenesis, bacterial control, and
kinetically regulated bioactive deliverywithin a single biomaterial platform positions GO as a
highly versatile material.
However, before translation into canine dental practice, particularly for the regeneration
of periodontal and osseous defects associated with previous infection, the following scientific
gaps must be addressed
Species-specific in vivo evidence in dogs: Although the release kinetics of factors
such as BMP- 2 and antibiotics such as vancomycin have been demonstrated in vitro or in non-
dental preclinical models, empirical evidence validating the efficacy of GOvancomycin or GO
BMP-2 systems within the canine periodontal microenvironment is still lacking.
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Kineticmetabolic synchronization: Growth-factor release kinetics must be synchronized
with scaffold degradation and the rate of bone remodeling in dogs. Decoupled release may
result in ectopic bone formation if release is excessively rapid, or fibrous encapsulation if the
bioactive agent becomes irreversibly entrapped within the GO network.
Validation of stability and immunological safety: Local pharmacokinetics, long-term
cytotoxicity profiles, stability of the nanocarrierdrug complex in the presence of canine salivary
enzymes, and the immune response to repeated or prolonged administration of GO-based
delivery vectors must be determined.
Surface Antimicrobial Strategies and Control of Multispecies Oral Biofilms
Pathogenic colonization and invasion mediated by oral biofilms on biomaterials
constitute a primary etiological factor in the pathogenesis of dental caries, periodontal disease,
and peri- implantitis. The limited efficacy of conventional therapies in eliminating the
extracellular polymeric substance (EPS) matrix of established biofilms has driven the
development of bioactive and instructive GO-based surfaces that act through direct contact
(physical action/"nano-knives"), oxidative stress generation, or function as nanovectors for
pharmacological synergy.
The antibacterial applications of GO in dental and regenerative biomaterials can be
organized into three principal platforms:
Functionalization of Implant and Titanium/Zirconia Device Surfaces
Layer-by-layer (LbL) nanocoatings and antimicrobial peptides: Immobilization of the
antimicrobial peptide Nal-P-113 onto titanium using GO as a supporting matrix enables
continuous and controlled release of the peptide agent. This hybrid coating significantly
suppresses the growth of Streptococcus mutans and Porphyromonas gingivalis without inducing
cytotoxicity in human gingival fibroblasts (hGFs).
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GO/ε-poly-L-lysine multilayers: The nanostructured assembly of 20 alternating layers
of GO and ε-poly-L-lysine on titanium generates a highly effective biocidal coating against the
primary periodontal pathogen P. gingivalis, while maintaining adequate cellular biocompatibility.
Plasma-mediated surface modification of zirconia: Plasma treatment for deposition
of graphene/GO nanocoatings onto zirconium oxide substrates (zirconia, ZrO) markedly
reduces initial bacterial adhesion and the hydration energy required for attachment of S. mutans
and P. gingivalis, demonstrating that graphene-based surface modification can be extended to
ceramic substrates used in restorative and prosthodontic applications.
Direct and Indirect Restorative Materials (Resin Composites and Doped Hydroxyapatite)
Hybrid resin cements (GO/HA-Ag): The formulation of experimental dental resins and
cements enriched with GO and silver-doped hydroxyapatite (HA-Ag) inhibits the proliferation of
cariogenic pathogens (S. mutans) and periodontopathogens (P. gingivalis). Incorporation of
trace concentrations of GO nanophases enhances the fracture toughness of the polymer
composite and acts as a bactericidal synergist, potentially preventing secondary caries at
restoration margins.
Inhibition of primary colonizers and bridging species (historical model): Two-
dimensional GO nanosheets exert a direct bactericidal effect against the reference pathogenic
bacterial triad: S. mutans (matrix initiator), Fusobacterium nucleatum (bridging/adhesive
microorganism), and P. gingivalis (strict periodontal pathogen).
Targeted Antimicrobial Photodynamic Therapies (aPDT)
AptamerNGO systems: Conjugation of DNA aptamers specifically targeting
membrane receptors of P. gingivalis onto nano-sized graphene oxide (NGO) enables targeted
delivery of photosensitizing agents. Upon irradiation, antimicrobial photodynamic therapy
(aPDT) generates a localized burst of reactive oxygen species (ROS), selectively eliminating P.
gingivalis biofilms while preserving the commensal microbial balance of the oral tissue
microenvironment.
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Critical Perspective and Translational Gap in Canine Veterinary Medicine
Although in vitro and in vivo evidence demonstrates high bactericidal efficacy against
human- derived strains (S. mutans, P. gingivalis, and F. nucleatum), translation of GO-based
antibacterial biomaterials to canine dentistry faces critical biological limitations that must be
addressed.
Divergence of the periodontal microbiome: The canine periodontal disease-
associated microbial complex is predominantly characterized by Porphyromonas gulae,
Porphyromonas salivosa, and Peptostreptococcus canis, rather than human P. gingivalis.
Therefore, findings demonstrated against human periodontal pathogens should be regarded as
evidence of translational potential rather than as proof of in vivo efficacy in dogs.
Canine biofilm resilience in alkaline microenvironments: Canine saliva exhibits a
substantially more alkaline pH (pH 8.08.5) and a higher rate of mineral precipitation
(accelerated tartar/calculus formation) than human saliva. This necessitates evaluation of
whether GO surface bioactivity and the release of antimicrobial peptides or ions remain stable in
the face of rapid mineralization and alkalinization of the canine oral environment.
Research perspective: Experimental evaluation of GO coatings against wild-type
strains isolated from canine P. gulae is required, together with the development of orthotopic
studies to validate biocompatibility and control of periodontal dysbiosis in dogs with naturally
occurring periodontitis.
Current State of Research and Translational Gaps in Canine Veterinary Medicine
The development of graphene oxide (GO)-based biomaterials for dental applications and
tissue regeneration has grown exponentially over the past decade. Nevertheless, a recent
systematic review (20132023) of GO applications in oral surgery identified 293 initial records,
of which only 19 publications met the inclusion criteria for specific applications involving implant
surfaces, prosthetic abutments, guided bone regeneration (GBR) membranes, and bone-
regeneration scaffolds (Inchingolo et al., 2023). This quantitative analysis confirms that,
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although interest in GO for oral tissue engineering is rapidly expanding, the available evidence
remains predominantly preclinical (Inchingolo et al., 2023).
When the literature is examined specifically for canine subjects, the available evidence is
reduced to a limited number of isolated preclinical studies published between 2016 and 2020:
Post-extraction alveolar ridge preservation: Implantation of GO-coated collagen scaffolds into
dental extraction sockets in dogs resulted in an approximately fivefold increase in new bone
formation compared with non-functionalized controls, accompanied by substantial cellular
infiltration and stromal vascularization (Miyaji et al., 2016).
Periodontal regeneration in furcation defects: The use of three-dimensional collagen/GO
matrices in Class II furcation defects in dogs promoted histological reconstruction of the
periodontal attachment apparatus, with newly formed alveolar bone, cementum-like tissue, and
functional periodontal ligament being observed (Kawamoto et al., 2018).
Management of experimental peri-implantitis: In beagle dog models with experimentally
induced peri-implantitis, the use of minocycline-functionalized GO films on implant abutments
attenuated marginal bone resorption and inhibited the progression of inflammatory infiltration
(Qian et al., 2020).
Despite these pioneering findings spanning the three major areas of regenerative
dentistry alveolar preservation, periodontal reconstruction, and peri-implant therapy
evidence in dogs has not yet developed into a continuous or consolidated research programme.
Notably, there has been no proportional increase in in vivo canine studies after 2022; instead,
recent research has shifted towards in vitro cultures of stem cells (MSCs, PDLSCs, and DPSCs)
and rodent/rabbit models.
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Figure 2
Evidence flow of research on GO in dentistry and canine veterinary medicine.
Methodological Limitations and Barriers to Clinical Translation
The safe translation of GO-based biomaterials from laboratory research to clinical
veterinary practice requires overcoming three fundamental methodological biases and barriers:
Methodological bias arising from the predominance of in vitro studies and model incompatibility:
The abundance of monolayer cell assays, in which upregulation of ALP, RUNX2, DSPP, or
DMP-1 is interpreted as evidence of biological potential, does not capture the haemodynamic
complexity, occlusal biomechanics, or immunological and microbiological microenvironment of a
living dog.
Likewise, rodent and rabbit models differ substantially from domestic carnivores in terms
of bone-remodelling rates and maxillofacial mechanical loading. Physicochemical heterogeneity
of GO: The designation "graphene oxide" encompasses materials exhibiting substantial
variation in nanosheet lateral dimensions, degree of oxidation (C/O ratio), number of layers,
purity, and synthesis method. These variables can markedly alter cytotoxicity thresholds,
enzymatic degradation rates, and tissue reactivity, making direct comparisons between studies
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impossible unless the physicochemical profile of the starting material is standardized. Figure 2.
Translational gap of graphene oxide in canine veterinary dentistry.
Note. The figure synthesizes the distribution of the available evidence, ranging from in
vitro studies and experimental animal models to studies conducted specifically in dogs and their
potential eventual application in veterinary clinical practice. The identified canine evidence is
concentrated on alveolar regeneration, periodontal regeneration, and peri-implantitis, whereas a
marked lack of veterinary clinical studies persists.
Scarcity of long-term immunosafety and clearance assessments: The lack of longitudinal
studies prevents adequate characterization of myeloperoxidase-mediated biodegradation
kinetics, interactions with macrophages, and potential accumulation or tissue migration of
nanosheets following degradation of the host matrix (PCL, GelMA, or collagen). In veterinary
patients, short- term acute biocompatibility cannot substitute for evidence of long-term safety
against foreign- body reactions or delayed chronic peri-implant inflammation.
Future Research Opportunities in Veterinary Dentistry
Because the dog is a biologically relevant translational model for periodontology and
implantology owing to its anatomical and pathophysiological similarities to higher mammals,
there is a key opportunity to reinvigorate targeted preclinical research. Rigorous in vivo studies
are needed to evaluate contemporary multifunctional formulationsincluding GO composites
with GelMA, hydroxyapatite, bioactive glass, bioceramics, and osteoangiogenic factorsunder
orthotopic conditions that reproduce the actual pathogenesis of canine periodontal disease.
Such studies should incorporate histomorphometric analyses, micro-computed tomography
(micro-CT), pathogen-specific microbiological assessment against Porphyromonas gulae, and
longitudinal monitoring of biocompatibility.
Accordingly, the available evidence currently supports classifying the application of GO
in canine veterinary dentistry as a promising preclinical technology that remains insufficiently
validated. The available literature provides proof-of-concept evidence in dogs and a substantial
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experimental basis derived from human and laboratory animal models; however, there is still
insufficient evidence to establish veterinary clinical protocols, optimal therapeutic
concentrations, or standardized formulations. This gap between biomaterial development and
clinical validation represents one of the major challenges for the future application of GO in
canine dentistry and, at the same time, constitutes one of the areas with the greatest potential
for translational research.
Future Perspectives and Translational Research The gap between nanostructured
material design and application in canine patients defines the priorities for future research in
biomaterials and veterinary dentistry: Standardization and Physicochemical Characterization:
Establish strict formulation ranges (the “therapeutic window”) that optimize bioactivity without
triggering cytotoxicity or foreign- body responses. Species-Specific Orthotopic Models: Develop
longitudinal preclinical studies in dogs to evaluate contemporary multifunctional scaffolds (GO-
doped GelMA, PCL, collagen, chitosan, or bioceramics) under conditions that reproduce
naturally occurring periodontal disease and peri- implantitis, integrating histomorphometric
analyses, micro-CT, and pathogen-specific microbiological assessment. Long-Term Tissue
Safety: Evaluate the shear strength of coatings on titanium implants, the kinetics of
biodegradation mediated by local enzymes, and extended-term systemic biocompatibility.
DISCUSSION
The evidence analyzed indicates that graphene oxide (GO) is a nanobiomaterial with
physicochemical and biological characteristics of considerable interest for regenerative
dentistry. The presence of oxygen-containing functional groups, its high specific surface area,
and its ability to interact with proteins, polymers, and bioactive molecules allow its incorporation
into scaffolds, coatings, and controlled-release systems. However, the properties of GO depend
on variables such as the degree of oxidation, lateral sheet size, concentration, and surface
functionalization; therefore, it cannot be regarded as a material with uniform biological behavior.
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Jiříčková et al. (2022) and Kabore et al. (2026) specifically highlighted the influence of the
structural and physicochemical characteristics of GO on its biological behavior, an aspect that is
essential for the appropriate interpretation of experimental findings.
Osteogenic differentiation represents one of the applications with the strongest
experimental support. Park et al. (2021) demonstrated that a poly(ε-caprolactone) scaffold
coated with GO enhanced the adhesion, proliferation, and mineralization of periodontal ligament
stem cells, whereas An et al. (2024) observed that GO quantum dots promoted the osteogenic
differentiation of periodontal ligament stem cells through mechanisms associated with
mitochondrial dynamics. These findings support the potential use of GO as a bioactive
component of matrices designed for periodontal and bone regeneration. Complementarily, Qin
et al. (2022) and Alazab et al. (2023) demonstrated the potential of GO-based collagen and PCL
composite scaffolds, respectively, for bone-regeneration applications.
In dentinpulp regeneration, Qiu et al. (2024) demonstrated that a GO/poly-L-lactic acid
scaffold could favorably modulate the biological properties of human dental pulp stem cells.
These findings suggest that GO may contribute to the development of microenvironments
conducive to processes associated with odontogenesis and mineralization. Nevertheless, the
expression of odontogenic markers or the formation of mineralized deposits must be
distinguished from complete functional regeneration of the dentinpulp complex. Therefore,
further in vivo studies are required to evaluate tissue organization, vascularization, and
maintenance of pulp vitality.
Another relevant application involves controlled-release systems. Jeong et al. (2022)
developed a GO/polyvinylpyrrolidone-based system incorporated into a PCL scaffold, which
enabled BMP-2 release and stimulated mineralization processes. This strategy is particularly
attractive for bone regeneration because it combines structural support with localized delivery of
bioactive factors. However, demonstration of controlled release in vitro does not, by itself,
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guarantee therapeutic efficacy in vivo. Parameters such as release kinetics, stability,
biodistribution, and formulation safety must therefore be determined.
The ability of GO to combine regenerative and antibacterial properties represents a
potential advantage for dentistry. Radunovic et al. (2022) demonstrated antibiofilm activity on
GO-functionalized titanium discs and collagen membranes, whereas Huang et al. (2024)
developed GO coatings on PEEK with enhanced bactericidal and osteogenic properties.
Similarly, Al-Noaman and Rawlinson (2023) evaluated a bioactive glass/GO coating for dental
implants. These findings suggest that GO may serve as a multifunctional platform capable of
controlling bacterial colonization while simultaneously promoting biomaterialtissue interactions.
The evidence becomes particularly relevant when specifically considering canine veterinary
medicine. Miyaji et al. (2016) demonstrated that a GO-modified collagen scaffold promoted
bone formation in post-extraction dental sockets in dogs. Subsequently, Kawamoto et al. (2018)
evaluated a GO-based scaffold in periodontal furcation defects in dogs and observed the
formation of alveolar bone and tissues compatible with cementum and periodontal ligament. In
turn, Qian et al. (2020) demonstrated that minocycline-loaded GO films could reduce marginal
bone loss and the inflammatory response in a canine model of peri-implantitis. These three
studies constitute particularly relevant evidence because they demonstrate that effects
observed in cellular models can, at least partially, translate to the oral tissues of dogs.
However, these findings also highlight the principal translational gap identified in this
review. Research on GO in dentistry is dominated by in vitro studies and laboratory animal
models, whereas canine-specific evidence remains limited. The studies by Miyaji et al. (2016),
Kawamoto et al. (2018), and Qian et al. (2020) represent important advances but are insufficient
to establish veterinary clinical protocols. Furthermore, the heterogeneity of GO formulations
makes comparisons across studies difficult and hinders the identification of optimal
concentrations and physicochemical characteristics.
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Consequently, GO can currently be considered a promising but still experimental
biomaterial for canine veterinary dentistry. Its greatest potential appears to lie in multifunctional
systems integrating structural support, antibacterial activity, osteogenic or odontogenic
stimulation, and localized delivery of therapeutic agents. Future research should prioritize
canine preclinical models, physicochemically standardized formulations, long-term follow-up,
and the simultaneous assessment of safety, inflammatory responses, tissue regeneration, and
microbial control. Such an approach will be essential to determine whether the substantial body
of experimental evidence accumulated on GO can ultimately be translated into safe and
effective clinical applications in canine veterinary medicine.
CONCLUSIONS
The accumulated scientific evidence supports classifying the use of graphene oxide
(GO) and its hybrid nanocomposites in canine veterinary dentistry as a disruptive preclinical
technology at the proof-of-concept stage, characterized by high bioactive potential but still
insufficient clinical validation.
Multifunctional Bioactive Platform: Findings from in vitro studies and laboratory animal
models confirm that GO extends beyond the role of a passive mechanical reinforcement. It acts
as an instructive microenvironment capable of modulating osteogenesis, promoting regenerative
immunomodulation through M1-to-M2 macrophage polarization, preventing multispecies biofilm
formation, and controlling the release kinetics of growth factors (e.g., BMP-2 and VEGF) and
antimicrobial agents.
Limited Canine Preclinical Evidence: Although early in vivo milestones have
demonstrated the efficacy of GO-based matrices for preservation of post-extraction alveolar
bone, regeneration of the periodontal ligament and cementum in furcation defects, and
attenuation of marginal bone loss in experimental peri-implantitis, the dog-specific literature is
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characterized by marked temporal discontinuity and lacks contemporary studies published after
2022.
Biological and Methodological Gap: A critical disconnect persists between the expansion
of GO biomaterial synthesis and its in vivo validation. The physicochemical heterogeneity of the
nanomaterial (C/O ratio, lateral sheet size, and purity), the lack of standardized therapeutic
doses, the absence of long-term immunosafety and clearance data, and the divergence
between human bacterial models and interactions with the canine periodontal microbiome,
particularly Porphyromonas gulae, represent the principal barriers to establishing clinically
applicable protocols.
Declaration of conflict of interest
The author declares no conflict of interest related to this research.
Declaration of authorship contribution
Segundo Fabricio Mera Juaregui: Conceptualization, data curation, formal analysis,
investigation, methodology, project administration, validation, visualization, writing original
draft, and writing review and editing.
Artificial Intelligence Usage Statement
The author declare that they used Artificial Intelligence as support for this article, and
also that this tool does not replace the intellectual task or process in any way. After rigorous
reviews with different tools in which it was verified that there is no plagiarism as evidenced in
the evidence, the authors state and acknowledge that this work was the product of their own
intellectual work, that it has not been written or published on any electronic or AI platform.
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