Marcio José da Silva Campos
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Marcio José da Silva Campos has a total of 140 co-authors. Here are the top co-authors by number of shared publications:
- Robert Willer Farinazzo Vitral
Federal University of Juiz de Fora
48 shared publications Marcelo Reis Fraga
Universidade Federal de Juiz de Fora, Juiz de Fora/MG
18 shared publications- Sergio Luiz Mota-Júnior
Universidade Federal do Rio de Janeiro, Brazil
12 shared publications Robert Willer Farinazzo Vitral
Juiz de Fora, Minas Gerais, Brazil
10 shared publications- Fernanda Ramos de Faria
Pós-Graduação em Clínica Odontológica, Faculdade de Odontologia, Universidade Federal de Juiz de Fora
8 shared publications Marco Abdo Gravina
6 shared publications
Latest Publications
- 26 May 2026
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 169 (6) , 704-705
Authors’ response
- 26 May 2026
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 169 (6) , 704-705
Authors’ response
- Open Access
Automated Calculation of the Disruption Index: A Reproducible Computational Workflow for Large-Scale Bibliometric Analyses
Bibliometric analyses have become essential for understanding scientific production and innovation dynamics; however, large-scale applications remain limited by challenges related to data extraction, preprocessing, citation network reconstruction, and reproducibility, particularly when using PubMed-indexed records. This study presents a fully automated and reproducible computational workflow for large-scale bibliometric analyses based on the Disruption Index (DI). The pipeline enables systematic retrieval of PubMed data, standardized metadata processing, construction of citation networks, and calculation of DI values within a fixed post-publication citation window. Implemented in Python, the workflow integrates automated querying, XML parsing, data consolidation, and network-based citation classification, allowing scalable and transparent analyses that are infeasible through manual approaches. In a demonstrative application focused on orthodontic literature, the pipeline processed more than 67,000 articles and reconstructed over 300,000 citation relationships, resulting in a final analytical sample of 3,234 articles with indexed references and citations. The automated framework ensures methodological transparency, facilitates replication, and substantially reduces the time and technical barriers associated with advanced bibliometric studies. By providing an open and extensible solution for calculating the Disruption Index at scale, this workflow supports robust assessments of scientific innovation and consolidation and can be readily adapted to other biomedical research domains indexed in PubMed.
Open AccessAutomated Calculation of the Disruption Index: A Reproducible Computational Workflow for Large-Scale Bibliometric Analyses
Bibliometric analyses have become essential for understanding scientific production and innovation dynamics; however, large-scale applications remain limited by challenges related to data extraction, preprocessing, citation network reconstruction, and reproducibility, particularly when using PubMed-indexed records. This study presents a fully automated and reproducible computational workflow for large-scale bibliometric analyses based on the Disruption Index (DI). The pipeline enables systematic retrieval of PubMed data, standardized metadata processing, construction of citation networks, and calculation of DI values within a fixed post-publication citation window. Implemented in Python, the workflow integrates automated querying, XML parsing, data consolidation, and network-based citation classification, allowing scalable and transparent analyses that are infeasible through manual approaches. In a demonstrative application focused on orthodontic literature, the pipeline processed more than 67,000 articles and reconstructed over 300,000 citation relationships, resulting in a final analytical sample of 3,234 articles with indexed references and citations. The automated framework ensures methodological transparency, facilitates replication, and substantially reduces the time and technical barriers associated with advanced bibliometric studies. By providing an open and extensible solution for calculating the Disruption Index at scale, this workflow supports robust assessments of scientific innovation and consolidation and can be readily adapted to other biomedical research domains indexed in PubMed.
- Open Access
- 5 January 2026
- Published by Universidade do Estado do Rio de Janeiro in Revista Sustinere
- Vol. 13 (2) , 1004-1022
Effect of lower incisors inclination on interproximal bone crest in orthodontically treated individuals
Introduction: Lower incisor inclinations can be orthodontically performed for better aesthetic results or to camouflage a skeletal problem. However, when buccolingual tooth movement occurs beyond the adaptive limits of the bone, it is associated with the onset of periodontal problems after treatment. Objective: This study aimed to evaluate the effects of natural and orthodontically induced buccolingual inclination of the lower incisors on the interproximal bone crest (IBC) at the end of orthodontic treatment. Material and Methods: A retrospective analysis of cephalometric and periapical radiographs obtained from the initial (T0) and final (T1) orthodontic documentation of 60 orthodontically treated individuals was performed. The lower incisor inclination in relation to the mandibular plane (IMPA), the thickness of the alveolar process and mandibular symphysis and the height of the IBC were measured. Results: There was no significant change in IMPA during treatment in the evaluated sample. Men had significantly thicker mandibular symphysis than women. A significant reduction was observed in alveolar process thickness and IBC height throughout the sample. Age showed a significant positive correlation with change in IBC height. Although IMPA was not directly correlated with IBC change during treatment, it was indirectly correlated when evaluated in conjunction with other variables. Conclusion: IMPA was not directly related to IBC height change. IMPA, alveolar process thickness and mandibular symphysis together were related to IBC height change.
- 5 January 2026
- Published by Universidade do Estado do Rio de Janeiro in Revista Sustinere
- Vol. 13 (2) , 1004-1022
Open AccessEffect of lower incisors inclination on interproximal bone crest in orthodontically treated individuals
Introduction: Lower incisor inclinations can be orthodontically performed for better aesthetic results or to camouflage a skeletal problem. However, when buccolingual tooth movement occurs beyond the adaptive limits of the bone, it is associated with the onset of periodontal problems after treatment. Objective: This study aimed to evaluate the effects of natural and orthodontically induced buccolingual inclination of the lower incisors on the interproximal bone crest (IBC) at the end of orthodontic treatment. Material and Methods: A retrospective analysis of cephalometric and periapical radiographs obtained from the initial (T0) and final (T1) orthodontic documentation of 60 orthodontically treated individuals was performed. The lower incisor inclination in relation to the mandibular plane (IMPA), the thickness of the alveolar process and mandibular symphysis and the height of the IBC were measured. Results: There was no significant change in IMPA during treatment in the evaluated sample. Men had significantly thicker mandibular symphysis than women. A significant reduction was observed in alveolar process thickness and IBC height throughout the sample. Age showed a significant positive correlation with change in IBC height. Although IMPA was not directly correlated with IBC change during treatment, it was indirectly correlated when evaluated in conjunction with other variables. Conclusion: IMPA was not directly related to IBC height change. IMPA, alveolar process thickness and mandibular symphysis together were related to IBC height change.
- Open Access
- 1 January 2026
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 31 (4)
Legal vulnerability of orthodontists in professional practice: a cross-sectional study
Introduction: In Brazil, the population’s easy access to the judicial system exposes healthcare professionals, including orthodontists, to the risk of becoming involved in legal disputes for which they are often inadequately prepared. Objective: In this context, the aim of this study was to assess the legal vulnerability of professionals involved in orthodontic practice and to identify factors associated with professional practice. Material and Methods: This cross-sectional observational study was conducted using a previously validated questionnaire administered to 247 professionals engaged in orthodontic practice. Participants were classified into low, moderate, and high levels of legal vulnerability. Data were analyzed using descriptive and inferential statistics, including Pearson’s chi-square and Fisher’s exact tests. Results: The results indicated greater vulnerability among non-specialists, professionals with fewer years since graduation and shorter clinical experience, as well as among those who graduated from private institutions (p < 0.001). In addition, 72.8% of participants believed that patients’ economic status may influence the occurrence of legal claims, and 53.5% reported lacking legal guidance for drafting contracts in their professional practice. Conclusion: The findings suggest the presence of vulnerabilities related to legal knowledge and professional practices, particularly among less experienced professionals and non-specialists in Orthodontics.
- 1 January 2026
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 31 (4)
Open AccessLegal vulnerability of orthodontists in professional practice: a cross-sectional study
Introduction: In Brazil, the population’s easy access to the judicial system exposes healthcare professionals, including orthodontists, to the risk of becoming involved in legal disputes for which they are often inadequately prepared. Objective: In this context, the aim of this study was to assess the legal vulnerability of professionals involved in orthodontic practice and to identify factors associated with professional practice. Material and Methods: This cross-sectional observational study was conducted using a previously validated questionnaire administered to 247 professionals engaged in orthodontic practice. Participants were classified into low, moderate, and high levels of legal vulnerability. Data were analyzed using descriptive and inferential statistics, including Pearson’s chi-square and Fisher’s exact tests. Results: The results indicated greater vulnerability among non-specialists, professionals with fewer years since graduation and shorter clinical experience, as well as among those who graduated from private institutions (p < 0.001). In addition, 72.8% of participants believed that patients’ economic status may influence the occurrence of legal claims, and 53.5% reported lacking legal guidance for drafting contracts in their professional practice. Conclusion: The findings suggest the presence of vulnerabilities related to legal knowledge and professional practices, particularly among less experienced professionals and non-specialists in Orthodontics.
- Open Access
- 1 January 2026
- Published by FapUNIFESP (SciELO) in Pesquisa Brasileira em Odontopediatria e Clínica Integrada
- Vol. 26
Application of Chitosan Gels and the Impact on Dental and Periodontal Health of Patients: A Systematic Review
Objective: To identify and discuss the impact of the application of chitosan gels on the dental and periodontal health of patients. Material and Methods: This study was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, and its protocol was registered in the International Prospective Register of Systematic Reviews. Searches were performed in the Embase, MEDLINE/PubMed, Elsevier/Scopus, and Web of Science databases using the descriptors "dentistry", "chitosan", "gels", "hydrogels", "oral health", "tooth", "gingiva", and "periodontics" combined with the Boolean operators "AND" and "OR". The risk of bias was assessed using the Cochrane Risk of Bias 2 tool for randomized controlled trials. Results: A total of 30 studies were retrieved; after reviewing titles, abstracts, and full articles and applying the inclusion and exclusion criteria, only three were included. Subsequently, two studies were manually added through reference searches, bringing the total to 5. In the overall risk-of-bias analysis, only one study was classified as having a low risk of bias, three as having some concern, and one as having a high risk of bias. Conclusion: Gels containing chitosan appear to have a promising positive impact on patients' dental and periodontal health. However, these results should be evaluated with caution due to the risk of bias identified in the studies.
- 1 January 2026
- Published by FapUNIFESP (SciELO) in Pesquisa Brasileira em Odontopediatria e Clínica Integrada
- Vol. 26
Open AccessApplication of Chitosan Gels and the Impact on Dental and Periodontal Health of Patients: A Systematic Review
Objective: To identify and discuss the impact of the application of chitosan gels on the dental and periodontal health of patients. Material and Methods: This study was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, and its protocol was registered in the International Prospective Register of Systematic Reviews. Searches were performed in the Embase, MEDLINE/PubMed, Elsevier/Scopus, and Web of Science databases using the descriptors "dentistry", "chitosan", "gels", "hydrogels", "oral health", "tooth", "gingiva", and "periodontics" combined with the Boolean operators "AND" and "OR". The risk of bias was assessed using the Cochrane Risk of Bias 2 tool for randomized controlled trials. Results: A total of 30 studies were retrieved; after reviewing titles, abstracts, and full articles and applying the inclusion and exclusion criteria, only three were included. Subsequently, two studies were manually added through reference searches, bringing the total to 5. In the overall risk-of-bias analysis, only one study was classified as having a low risk of bias, three as having some concern, and one as having a high risk of bias. Conclusion: Gels containing chitosan appear to have a promising positive impact on patients' dental and periodontal health. However, these results should be evaluated with caution due to the risk of bias identified in the studies.
- 24 November 2025
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 168 (6) , 661
What is the role of second molars in leveling the curve of Spee? A finite element analysis study
- 24 November 2025
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 168 (6) , 661
What is the role of second molars in leveling the curve of Spee? A finite element analysis study
- 5 October 2025
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 169 (1) , 12-21
An objective method for assessing the maturation of bone sutures involved in the rapid maxillary expansion
- 5 October 2025
- Published by Elsevier in American Journal of Orthodontics and Dentofacial Orthopedics
- Vol. 169 (1) , 12-21
An objective method for assessing the maturation of bone sutures involved in the rapid maxillary expansion
- Open Access
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 30 (3) , e252531
Gingival changes after removal of fixed orthodontic appliances: a prospective cohort clinical study
Introduction: The presence of orthodontic brackets can compromise the efficiency of oral hygiene, leading to changes in oral microbiota, increasing the risk of gingival changes after removal of the fixed orthodontic appliance. Objective: The objective of this study was to evaluate changes in gingival volume in the lower anterior teeth after removal of the fixed orthodontic appliance. Methods: The sample consisted of 84 lower anterior teeth of 14 adult individuals in the final phase of fixed orthodontic treatment and had the gingival condition of their lower incisors recorded through photographs. The evaluation times were from T0 to T4. At T0, the individuals underwent removal of dental calculus and prophylaxis with a sodium bicarbonate jet, installation of a fixed retainer, digital periapical radiography of the anteroinferior teeth and extraoral frontal photograph to record the gingival condition. At T1, the appliance was removed and the gingival biotype was determined. Other photographic exams were performed at times T2, T3 and T4. Results: Clinical incisor crown values showed a significant increase 21 days after orthodontic appliance removal. The height of the papilla between the incisors showed a significant reduction on the 14th day after removal of the appliance, while the papilla between the canine and the lateral incisor showed significance only in the last evaluation. Conclusions: The sample showed a predominance of thin gingival biotype, the radiographic variables showed no significant correlation. There were gingival changes in the anteroinferior region, with spontaneous and progressive reduction of all analyzed papillae.
- 1 January 2025
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 30 (3) , e252531
Open AccessGingival changes after removal of fixed orthodontic appliances: a prospective cohort clinical study
Introduction: The presence of orthodontic brackets can compromise the efficiency of oral hygiene, leading to changes in oral microbiota, increasing the risk of gingival changes after removal of the fixed orthodontic appliance. Objective: The objective of this study was to evaluate changes in gingival volume in the lower anterior teeth after removal of the fixed orthodontic appliance. Methods: The sample consisted of 84 lower anterior teeth of 14 adult individuals in the final phase of fixed orthodontic treatment and had the gingival condition of their lower incisors recorded through photographs. The evaluation times were from T0 to T4. At T0, the individuals underwent removal of dental calculus and prophylaxis with a sodium bicarbonate jet, installation of a fixed retainer, digital periapical radiography of the anteroinferior teeth and extraoral frontal photograph to record the gingival condition. At T1, the appliance was removed and the gingival biotype was determined. Other photographic exams were performed at times T2, T3 and T4. Results: Clinical incisor crown values showed a significant increase 21 days after orthodontic appliance removal. The height of the papilla between the incisors showed a significant reduction on the 14th day after removal of the appliance, while the papilla between the canine and the lateral incisor showed significance only in the last evaluation. Conclusions: The sample showed a predominance of thin gingival biotype, the radiographic variables showed no significant correlation. There were gingival changes in the anteroinferior region, with spontaneous and progressive reduction of all analyzed papillae.
- Open Access
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 29 (5) , e242460
Evaluation of the agreement of horizontal and vertical linear measurements obtained from digital models, printed models and direct measurements
Introduction: The use of arch models is essential in diagnosis and planning in orthodontics. The demand for digital and printed models has increased among professionals. Objective: The aim of the study was to assess the agreement of horizontal and vertical linear measurements obtained from digital models, printed models, and direct measurements. Materials and Methods: Intraoral scans of 30 individuals were obtained. Digital measurements were performed using the STL files. From printed models, the measurements were done using a digital caliper, and the real measurements were done directly to the mouth of respective patients. Results: The one-sample t test showed no discrepancy between the paired sets of measurements, with the value of 0 (p>0.05). The evaluation of the measurements was done using Bland-Altman analysis in pairs. The three methods showed agreement in horizontal and vertical measurements. Linear regression analyses showed no proportional bias in the data (p>0.05). Conclusion: The horizontal and vertical measurements evaluated showed agreement when measured on digital models, printed models and directly in the individuals’ mouths.
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 29 (5) , e242460
Open AccessEvaluation of the agreement of horizontal and vertical linear measurements obtained from digital models, printed models and direct measurements
Introduction: The use of arch models is essential in diagnosis and planning in orthodontics. The demand for digital and printed models has increased among professionals. Objective: The aim of the study was to assess the agreement of horizontal and vertical linear measurements obtained from digital models, printed models, and direct measurements. Materials and Methods: Intraoral scans of 30 individuals were obtained. Digital measurements were performed using the STL files. From printed models, the measurements were done using a digital caliper, and the real measurements were done directly to the mouth of respective patients. Results: The one-sample t test showed no discrepancy between the paired sets of measurements, with the value of 0 (p>0.05). The evaluation of the measurements was done using Bland-Altman analysis in pairs. The three methods showed agreement in horizontal and vertical measurements. Linear regression analyses showed no proportional bias in the data (p>0.05). Conclusion: The horizontal and vertical measurements evaluated showed agreement when measured on digital models, printed models and directly in the individuals’ mouths.
- Open Access
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 29 (3) , e242402
Evaluation of orthodontists’ attitudes and practices regarding residual resin removal methods
Introduction: The removal of residual resins is a routine procedure in orthodontic clinics and of great importance to the final result of the treatment. Objective: To evaluate the main methods of residual resin removal used by orthodontists, and the main reasons for choosing these methods. Methods: A questionnaire consisting of 21 questions: 6 relating to demographic data and the other 15 relating to two methods used to remove residual resins (drills or pliers) was sent by e-mail to orthodontists registered with the Regional Councils of Dentistry of São Paulo and Rio de Janeiro (Brazil) within April and June, 2023. Questionnaires were sent back by 153 professionals. Results: Residual resin removal is always carried out with high speed drill for 44.7% of the sample, and with low speed drill for 28.7%; 61.3% use irrigation. The multi-laminate carbide bur is used by 82.5% of orthodontists. Pliers are always used by 12.4%. Resin-removing pliers with Widia are used in 39% of cases. The use of high speed was justified by the shorter working time, and the choice of pliers was justified by the smaller damage to the tooth enamel. Conclusion: The most used residual resin removal method was the multi-laminate carbide bur at high speed with irrigation, justified the by shorter working time.
- 1 January 2024
- Published by FapUNIFESP (SciELO) in Dental Press Journal of Orthodontics
- Vol. 29 (3) , e242402
Open AccessEvaluation of orthodontists’ attitudes and practices regarding residual resin removal methods
Introduction: The removal of residual resins is a routine procedure in orthodontic clinics and of great importance to the final result of the treatment. Objective: To evaluate the main methods of residual resin removal used by orthodontists, and the main reasons for choosing these methods. Methods: A questionnaire consisting of 21 questions: 6 relating to demographic data and the other 15 relating to two methods used to remove residual resins (drills or pliers) was sent by e-mail to orthodontists registered with the Regional Councils of Dentistry of São Paulo and Rio de Janeiro (Brazil) within April and June, 2023. Questionnaires were sent back by 153 professionals. Results: Residual resin removal is always carried out with high speed drill for 44.7% of the sample, and with low speed drill for 28.7%; 61.3% use irrigation. The multi-laminate carbide bur is used by 82.5% of orthodontists. Pliers are always used by 12.4%. Resin-removing pliers with Widia are used in 39% of cases. The use of high speed was justified by the shorter working time, and the choice of pliers was justified by the smaller damage to the tooth enamel. Conclusion: The most used residual resin removal method was the multi-laminate carbide bur at high speed with irrigation, justified the by shorter working time.