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Top 100 most-cited papers on diabetes mellitus in Dentistry: a bibliometric study

Abstract

This study assessed the features of the 100 most-cited papers on diabetes mellitus (DM) in dentistry using bibliometric measures. A search of the most cited papers on DM using journals included in the category “Dentistry, Oral Surgery and Medicine” in the Web of Science database up to January 2023 was performed. The complete bibliographic records of the selected papers were exported in plain text or Research Information Systems (RIS) file format. The following bibliometric indicators were collected: title, year, authors, number of citations, mean number of citations, institution, country, continent, study design, journal, impact factor, and keywords. Graphical bibliometric networks were created using the VOSviewer software. The number of citations for the 100 most-cited papers in DM research ranged from 111 to 566. Six papers each had more than 400 citations. Most were observational studies (n = 50) from the United States (USA) (n = 23) and were published in the Journal of Periodontology (30%; n=30). Robert Genco was the most cited author and contributed the most to the top 100 articles (3,653 citations; n = 13). The VOSviewer map of co-authorship showed the existence of clusters in research collaboration. The most prolific institutions were the Universities of Buffalo and Michigan (n = 6 each). “Diabetes mellitus” was the most frequent keyword, with 31 occurrences. In conclusion, the most cited studies that investigated the relationship between dentistry and DM were in periodontology. Observational studies, primarily from the USA, have been the most cited thus far.

Bibliometrics; Databases, Bibliographic; Diabetes Mellitus; Hyperglycemia

Introduction

Diabetes mellitus (DM) is a metabolic disease characterized by hyperglycemia, which affected 537 million individuals aged 20–79 years in 2021.11. International Diabetes Federation. IDF Diabetes atlas. 10th ed. 2021 [cited 2023 Feb 23]. Available from: https://diabetesatlas.org/
https://diabetesatlas.org/...
,22. Pimenta RM, Reis-Prado AH, Oliveira SC, Goto J, Cosme-Silva L, Cintra LT, et al. Effects of diabetes mellitus on dental pulp: a systematic review of in vivo and in vitro studies. Oral Dis. 2024 Mar;30(2);100-15. https://doi.org/10.1111/odi.14267
https://doi.org/10.1111/odi.14267...
DM results in elevated levels of inflammatory markers and increased susceptibility to infections,33. Elimam H, Abdulla AM, Taha IM. Inflammatory markers and control of type 2 diabetes mellitus. Diabetes Metab Syndr. 2019;13(1):800-4. https://doi.org/10.1016/j.dsx.2018.11.061
https://doi.org/10.1016/j.dsx.2018.11.06...
,44. Berbudi A, Rahmadika N, Tjahjadi AI, Ruslami R. Type 2 diabetes and its impact on the immune system. Curr Diabetes Rev. 2020;16(5):442-9. https://doi.org/10.2174/18756417MTAxgODQqy
https://doi.org/10.2174/18756417MTAxgODQ...
leading to progressive complications in various organs and tissues. This ultimately reduces quality of life and increases morbidity and mortality among patients.55. Abebe SM, Berhane Y, Worku A, Assefa A. Diabetes mellitus in North West Ethiopia: a community based study. BMC Public Health. 2014 Jan;14(1):97. https://doi.org/10.1186/1471-2458-14-97
https://doi.org/10.1186/1471-2458-14-97...
,66. Aschalew AY, Yitayal M, Minyihun A. Health-related quality of life and associated factors among patients with diabetes mellitus at the University of Gondar referral hospital. Health Qual Life Outcomes. 2020 Mar;18(1):62. https://doi.org/10.1186/s12955-020-01311-5
https://doi.org/10.1186/s12955-020-01311...

DM exhibits a spectrum of oral manifestations and/or complications, including a high prevalence and severity of dental caries and periapical bone resorption,77. Lima SM, Grisi DC, Kogawa EM, Franco OL, Peixoto VC, Gonçalves-Júnior JF, et al. Diabetes mellitus and inflammatory pulpal and periapical disease: a review. Int Endod J. 2013 Aug;46(8):700-9. https://doi.org/10.1111/iej.12072
https://doi.org/10.1111/iej.12072...
,88. Cintra LT, Samuel RO, Facundo AC, Prieto AK, Sumida DH, Bomfim SR, et al. Relationships between oral infections and blood glucose concentrations or HbA1c levels in normal and diabetic rats. Int Endod J. 2014 Mar;47(3):228-37. https://doi.org/10.1111/iej.12136
https://doi.org/10.1111/iej.12136...
impaired periodontal wound healing,99. El-Makaky Y, Shalaby HK. The effects of non-surgical periodontal therapy on glycemic control in diabetic patients: a randomized controlled trial. Oral Dis. 2020 May;26(4):822-9. https://doi.org/10.1111/odi.13256
https://doi.org/10.1111/odi.13256...
,1010. Retamal I, Hernández R, Velarde V, Oyarzún A, Martínez C, Julieta González M, et al. Diabetes alters the involvement of myofibroblasts during periodontal wound healing. Oral Dis. 2020 Jul;26(5):1062-71. https://doi.org/10.1111/odi.13325
https://doi.org/10.1111/odi.13325...
and an elevated risk of developing oral potentially malignant disorders.1111. Ramos-Garcia P, Roca-Rodriguez MD, Aguilar-Diosdado M, Gonzalez-Moles MA. Diabetes mellitus and oral cancer/oral potentially malignant disorders: a systematic review and meta-analysis. Oral Dis. 2021 Apr;27(3):404-21. https://doi.org/10.1111/odi.13289
https://doi.org/10.1111/odi.13289...
A recent systematic review also showed that DM is associated with increased degeneration and mineralization within pulp tissue.22. Pimenta RM, Reis-Prado AH, Oliveira SC, Goto J, Cosme-Silva L, Cintra LT, et al. Effects of diabetes mellitus on dental pulp: a systematic review of in vivo and in vitro studies. Oral Dis. 2024 Mar;30(2);100-15. https://doi.org/10.1111/odi.14267
https://doi.org/10.1111/odi.14267...

Over the past 35 years, bibliometric analyses have measured the impact, trends, and development in various field of health research through quali-quantitative analyses of the number of citations of papers.1212. Ellegaard O, Wallin JA. The bibliometric analysis of scholarly production: how great is the impact? Scientometrics. 2015;105(3):1809-31. https://doi.org/10.1007/s11192-015-1645-z
https://doi.org/10.1007/s11192-015-1645-...
Several bibliometric studies focusing on DM have been performed in the last three years, particularly within the medical sciences.1313. Chen L, Ma S, Hu D, Lin H, Zhu Y, Chen K, et al. Bibliometric study of sodium glucose cotransporter 2 inhibitors in cardiovascular research. Front Pharmacol. 2020 Sep;11:561494. https://doi.org/10.3389/fphar.2020.561494
https://doi.org/10.3389/fphar.2020.56149...

14. Gupta BM, Pal R, Rohilla L, Dayal D. Bibliometric analysis of diabetes research in relation to the COVID-19 pandemic. J Diabetol. 2021;12(3):350-6. https://doi.org/10.4103/JOD.JOD_30_21
https://doi.org/10.4103/JOD.JOD_30_21...

15. Huang K, Zhu J, Xu S, Zhu R, Chen X. Bibliometric and visualized analysis of 2011-2020 publications on physical activity therapy for diabetes. Front Med (Lausanne). 2022 Apr;9:807411. https://doi.org/10.3389/fmed.2022.807411
https://doi.org/10.3389/fmed.2022.807411...
-1616. Zhang W, Zhang S, Dong C, Guo S, Jia W, Jiang Y, et al. A bibliometric analysis of RNA methylation in diabetes mellitus and its complications from 2002 to 2022. Front Endocrinol (Lausanne). 2022 Sep;13:997034. https://doi.org/10.3389/fendo.2022.997034
https://doi.org/10.3389/fendo.2022.99703...

The evaluation of oral alterations and correlation between different materials/therapies and systemic disorders, such as DM, has become an emerging field of interest in oral health research over time. However, to the best of our knowledge, no bibliometric analysis has been undertaken to comprehensively understand the hot topics, leading research centers, and potential future directions of DM research within dentistry.

In this context, a bibliometric analysis of the most-cited articles pertaining to DM in oral health research can help clinicians and researchers identify prominent authors, countries, journals, and institutions with high publishing activity, while also delineating research trends over time. Therefore, this study assessed the features of the 100 most-cited papers on DM in Dentistry through bibliometric measures, aiming to elucidate the impact and dissemination of different study designs on DM across the dental scientific community.

Methods

Information sources and search strategy

In January 2023, a bibliometric analysis focused on the 100 most cited papers on DM research in Dentistry was conducted in the Web of Science “All Databases” (WoS-AD) and “Core Collection” (WoS-CC) in the category of ‘Dentistry, Oral Surgery, and Medicine’. The following search terms were used: (“diabetes mellitus” OR diabetes OR diabetic OR diabetics OR “diabetic mellitus” OR “diabetics mellitus” OR “type 2 diabetes mellitus” OR “type 1 diabetes mellitus” OR “insulin resistance” OR “insulin sensitivity” OR” high glucose” OR hyperglycemic OR hyperglycaemia OR hyperglycemia OR “glycated hemoglobin” OR “diabetes complications”).

Study selection and data collection

Three researchers (A.H.R.P., G.P.N. and K.S.P.) independently conducted the study selection based on eligibility criteria. These authors reviewed the title and abstracts of the identified articles, and if necessary, conducted full-text reading. The resulting list was arranged in descending order of WoS citations. The three researchers also undertook data extraction. During screening of the articles identified, restrictions on language or year of publication were not imposed in any way. Any disagreements on study selection and data extraction were resolved through discussion and consensus. Papers whose main focus was not related to DM or those that did not present at least a dedicated topic were excluded. Likewise, letters to the editor and reports on meeting abstracts were also excluded. In cases where more than one paper had the same number of citations, the more recently published paper received a higher rank. The assessment concluded upon finding the 100th most-cited paper. Complete bibliographic records of the selected papers were exported in plain text or Research Information Systems (RIS) file format from WoS and imported into the VOSviewer software (version 1.6.7; Leiden University Center for Science and Technology Studies, Leiden, Netherlands) for statistical computation and graphics.

The following information was extracted from each paper: title of the article; year of publication; first and others authors; number of citations; the citation mean per year (ratio of the numbers of citations and the period since the year of publication until December 2022); research center or institution/university; country and continent based on corresponding author’s affiliation; study design; journal and Journal Citation Reports Impact Factor (JCR® IF 2021) in the WoS subject category “Dentistry, Oral Surgery & Medicine” for the year in which the papers had been published; and finally, the keywords. Study designs were classified as follows: literature review, laboratorial studies (in vitro, in vivo, in situ, ex vivo), observational study, randomized controlled trial (RCT), non-randomized clinical study, and systematic review with or without meta-analysis.

Data analysis and visualization

The VOSviewer software was used to generate bibliometric networks. Within these maps, authors’ names were pooled into the VOSviewer as a unit of analysis and were linked to each other based on the number of co-authored papers. A collaboration network was constructed for co-authors who had contributed to three or more articles.1717. Melo G, Flausino CS, Darella IK, Miguel AF, Martins Júnior PA, Rivero ER. Top 100 most-cited articles on intraoral squamous cell carcinoma and its risk factors: a bibliometric study. Braz Oral Res. 2022 Feb;36:e030. https://doi.org/10.1590/1807-3107bor-2022.vol36.0030
https://doi.org/10.1590/1807-3107bor-202...
In the networks, clusters consisted of groups of nodes that were closely related, with each cluster assigned a specific color. The node size indicated the total number of articles published by each co-author. Larger circles indicated more relevant terms, and strongly related terms were positioned closer to each other. Furthermore, lines between terms indicated existing relationships, with thicker lines representing stronger connections between two items.1818. Baldiotti AL, Amaral-Freitas G, Barcelos JF, Freire-Maia J, Perazzo MF, Freire-Maia FB, et al. The top 100 most-cited papers in Cariology: A bibliometric analysis. Caries Res. 2021;55(1):32-40. https://doi.org/10.1159/000509862
https://doi.org/10.1159/000509862...

Results

The screening process identified 12,436 papers from WoS-AD classified under the “Dentistry, Oral Surgery and Medicine” category. Following the ranking of this list in descending order of citation count, 132 papers were excluded due to their lack of focus on the evaluated field. The top 100 most-cited papers, along with their respective citation counts, are presented in Table 1.

Table 1
The top 100 most-cited papers on diabetes mellitus published in Dentistry.

The most-cited papers received a total of 18,694 citations (minimum: 111 citations; maximum: 566 citations) in WoS-AD, and 17,317 citations (minimum: 104 citations; maximum: 532 citations) in WoS-CC. The paper with the highest citation count1919. Mealey BL, Moritz AJ. Hormonal influences: effects of diabetes mellitus and endogenous female sex steroid hormones on the periodontium. Periodontol 2000. 2003;32(1):59-81. https://doi.org/10.1046/j.0906-6713.2002.03206.x
https://doi.org/10.1046/j.0906-6713.2002...
was cited 566 times and had an average of 35.37 citations per year according to WoS-AD. This paper was also the most cited in WoS-CC, with 532 citations.

Journal and year of publication

Overall, the papers in the top 100 list were published across 16 journals. The top four journals were the Journal of Periodontology (30%; JCR® IF2021 – 4.494), the Journal of Clinical Periodontology (27%; JCR® IF2021 – 7.478), the Journal of Dental Research (11%; JCR® IF2021 – 8.924), and Periodontology 2000 (6%; JCR® IF2021 – 7.589) (Table 1).

The selected papers were published between the years 1978 and 2021 (Table 1 and Figure 1). The half-decade of 2005 to 2010 exhibited the highest number of most-cited articles (n = 39), with a peak in 2007 (n = 9). The oldest and newest papers within the top 100 were observational studies. The oldest study in the top 100 list, published in 1978 by Basker et al.,2020. Basker RM, Sturdee DW, Davenport JC. Patients with burning mouths. A clinical investigation of causative factors, including the climacteric and diabetes. Br Dent J. 1978 Jul;145(1):9-16. https://doi.org/10.1038/sj.bdj.4804107
https://doi.org/10.1038/sj.bdj.4804107...
has been cited 154 times (average of 3.4 citations per year). The most recent study, published in 2021 by Moorthy et al.,2121. Moorthy A, Gaikwad R, Krishna S, Hegde R, Tripathi KK, Kale PG, et al. SARS-CoV-2, uncontrolled diabetes and corticosteroids: an unholy trinity in invasive fungal infections of the maxillofacial region? A retrospective, multi-centric analysis. J Maxillofac Oral Surg. 2021 Sep;20(3):418-25. https://doi.org/10.1007/s12663-021-01532-1
https://doi.org/10.1007/s12663-021-01532...
has been cited 124 times (average of 17.33 citations per year).

Figure 1
The number of publications of the 100 most-cited papers per year.

Contributing authors

Well-differentiated clusters are shown in the co-authorship network map (Figure 2), highlighting prominent research groups led by American researchers such as Genco, Taylor, Lamster, and Shlossman. Publications with three or more authors were more prevalent. Among the 374 authors identified, those with the most publications as first authors were Brian Mealey (n = 4; 1,138 citations), George Taylor (n = 3; 907 citations), Giovanni Salvi (n = 3; 497 citations), and Toshiyuki Saito (n = 3; 460 citations). However, Robert Genco was the author with the most significant contribution to the top 100 list, having authored 13 papers with a total of 3,653 citations. Following Genco, George Taylor ranked second with seven papers and 1,936 citations.

Figure 2
Co-authorship network map in top 100 most-cited papers on diabetes research in Dentistry.

Contributing institutions and countries

The articles originated from 54 institutions and were affiliated with 15 countries, identified through the corresponding author’s institution. The University at Buffalo (1,844 citations) and the University of Michigan (1,674 citations) emerged as the most prominent contributors, each with six publications. They were followed by the University of Texas (n = 5; 1,185 citations) and Columbia University (n = 5; 809 citations). Three papers did not provide information on the corresponding authors’ institutions.2222. Mealey BL, Ocampo GL. Diabetes mellitus and periodontal disease. Periodontol 2000. 2007;44(1):127-53. https://doi.org/10.1111/j.1600-0757.2006.00193.x
https://doi.org/10.1111/j.1600-0757.2006...

23. Saito T, Shimazaki Y. Metabolic disorders related to obesity and periodontal disease. Periodontol 2000. 2007;43(1):254-66. https://doi.org/10.1111/j.1600-0757.2006.00186.x
https://doi.org/10.1111/j.1600-0757.2006...
-2424. Bullon P, Newman HN, Battino M. Obesity, diabetes mellitus, atherosclerosis and chronic periodontitis: a shared pathology via oxidative stress and mitochondrial dysfunction? Periodontol 2000. 2014 Feb;64(1):139-53. https://doi.org/10.1111/j.1600-0757.2012.00455.x
https://doi.org/10.1111/j.1600-0757.2012...

In terms of the countries of origin, the United States of America (USA) led with the highest number of publications and citations (n = 51; 10,733 citations), followed by Japan (n = 6; 931 citations), Sweden (n = 6; 850 citations), England (n = 5; 1,107 citations), Brazil (n = 5; 879 citations), and Finland (n = 5; 619 citations). No papers from Africa and Oceania were included in the list (Figure 3).

Figure 3
Global distribution of the top 100 most-cited papers on diabetes mellitus in Dentistry.

Study design

Among the top 100 most-cited papers, 50 were observational studies (22,206 citations), 26 were literature reviews (5,209 citations), and 10 were systematic reviews (1,819 citations), with six including meta-analysis and four without (Table 2). Randomized and non-randomized clinical trials, laboratory studies, and case reports were less frequent in comparison.

Table 2
Characteristics of the 100 most-cited papers on diabetes research in Dentistry regarding study design.

Keywords and research topic

Figure 4 shows a density map of connected keywords. A total of 233 keywords were identified, with 169 appearing only once. The term “diabetes mellitus” (n = 31) was the most frequently mentioned, followed by “periodontitis” (n = 26), “diabetes” (n = 24), “periodontal disease” (n = 19), “epidemiology” (n = 14), “hyperglycemia” (n = 10), and “inflammation” (n = 10).

Figure 4
VOSviewer density map of co-occurrence of keywords.

Regarding the primary focus of the studies (Table 3), papers examining the relationship between DM and the periodontal disease were the most prevalent and achieved the highest citation count (n = 72; 14,077 citations). This was followed by research on the impact of DM on implant survival and/or osseointegration (n = 17; 2,399 citations). Only one included paper investigated the association between coronavirus disease and the occurrence of oral infection in patients with diabetes (124 citations).

Table 3
Main objective of the top 100 most-cited papers on diabetes mellitus in Dentistry.

Discussion

The emerging scientific evidence indicates a bidirectional association between DM and oral conditions, with each impacting the other mutually.2525. Borgnakke WS, Poudel P. Diabetes and oral health: summary of current scientific evidence for why transdisciplinary collaboration is needed. Front Dent Med. 2021;2:709831. https://doi.org/10.3389/fdmed.2021.709831
https://doi.org/10.3389/fdmed.2021.70983...
As a prevalent metabolic disease among patients, the relationship between DM and oral health has emerged as a promising area of study within both medical2626. Borgmann SO, Verket M, Gontscharuk V, Bücker B, Arnolds S, Spörkel O, et al. Diabetes-related research priorities of people with type 1 and type 2 diabetes: a cross-sectional study in Germany. Sci Rep. 2022 Dec;12(1):20835. https://doi.org/10.1038/s41598-022-24180-y
https://doi.org/10.1038/s41598-022-24180...
and dental research.2727. Wray L. The diabetic patient and dental treatment: an update. Br Dent J. 2011 Sep;211(5):209-215. https://doi.org/10.1038/sj.bdj.2011.724
https://doi.org/10.1038/sj.bdj.2011.724...
In this regard, this is the first bibliometric study to access the features of the 100 most-cited papers on DM research published in Dentistry. The most-cited papers in this bibliometric analysis received 18,694 in WoS-AD, with individual citations ranging from 111 to 566.

The existing literature suggests that classic papers typically have at least 400 citations, serving as key references in the advancement of research and clinical practice.2828. Garfield E. What is a citation classic? 2016 [cited 2023 March 13]. Available from: http://garfield.library.upenn.edu/classics.html
http://garfield.library.upenn.edu/classi...
Depending on the specific characteristics of the research area, articles with at least 100 citations can also be considered classics.2929. Van Noorden R, Maher B, Nuzzo R. The top 100 papers. Nature. 2014 Oct;514(7524):550-3. https://doi.org/10.1038/514550a
https://doi.org/10.1038/514550a...
,3030. Vitali FC, Pires KM, Cardoso IV, Oliveira EV, Bolan M, Martins Júnior PA, et al. Endodontic therapy in primary teeth: a bibliometric analysis of the 100 most-cited papers. Apr;36:e049. https://doi.org/10.1590/1807-3107bor-2022.vol36.0049
https://doi.org/10.1590/1807-3107bor-202...
In this bibliometric analysis, the paper ranked at position 100 had 111 citations in WoS-AD. Therefore, it is reasonable to infer that all selected papers have made a significant impact on the field of diabetes research in dental journals. This feature not only demonstrates the importance of the theme over the years but also implies that other “classic articles” might have been omitted.

When the papers were ranked in descending order of citation number, the literature review “Diabetes mellitus and periodontal diseases” written by Mealey & Oates3131. Mealey BL, Oates TW. Diabetes mellitus and periodontal diseases. J Periodontol. 2006 Aug;77(8):1289-303. https://doi.org/10.1902/jop.2006.050459
https://doi.org/10.1902/jop.2006.050459...
was ranked first. Besides citation count, other important aspects should be considered when evaluating the scientific impact of a paper, such as the methodological quality and study design.3030. Vitali FC, Pires KM, Cardoso IV, Oliveira EV, Bolan M, Martins Júnior PA, et al. Endodontic therapy in primary teeth: a bibliometric analysis of the 100 most-cited papers. Apr;36:e049. https://doi.org/10.1590/1807-3107bor-2022.vol36.0049
https://doi.org/10.1590/1807-3107bor-202...
The most-cited paper received fewer citations per year compared to more recent papers that were ranked lower. For instance, an umbrella review published in 2020,3232. Genco RJ, Sanz M. Clinical and public health implications of periodontal and systemic diseases: an overview. Periodontol 2000. 2020 Jun;83(1):7-13. https://doi.org/10.1111/prd.12344
https://doi.org/10.1111/prd.12344...
ranked 84th, received more citations per year than the aforementioned article.3131. Mealey BL, Oates TW. Diabetes mellitus and periodontal diseases. J Periodontol. 2006 Aug;77(8):1289-303. https://doi.org/10.1902/jop.2006.050459
https://doi.org/10.1902/jop.2006.050459...
Similarly, systematic reviews were the third most prevalent study design on the list, with six studies being systematic reviews complemented by meta-analysis, representing the top of scientific evidence. Thus, this higher citation density may be related to the topic and study design. Therefore, evaluating the average number of citations received per year, as also considered in other bibliometric analyses,3030. Vitali FC, Pires KM, Cardoso IV, Oliveira EV, Bolan M, Martins Júnior PA, et al. Endodontic therapy in primary teeth: a bibliometric analysis of the 100 most-cited papers. Apr;36:e049. https://doi.org/10.1590/1807-3107bor-2022.vol36.0049
https://doi.org/10.1590/1807-3107bor-202...
,3333. Perazzo MF, Otoni AL, Costa MS, Granville-Granville AF, Paiva SM, Martins-Júnior PA. The top 100 most-cited papers in Paediatric Dentistry journals: A bibliometric analysis. Int J Paediatr Dent. 2019 Nov;29(6):692-711. https://doi.org/10.1111/ipd.12563
https://doi.org/10.1111/ipd.12563...
over citation count alone, may provide a more significant parameter for assessing the relevance of a study in a specific research area.

The 100 most-cited papers were published within a 45-year timeframe, which may not be considered a long period given the significant rise in the prevalence of DM in the population over the years11. International Diabetes Federation. IDF Diabetes atlas. 10th ed. 2021 [cited 2023 Feb 23]. Available from: https://diabetesatlas.org/
https://diabetesatlas.org/...
and the extensive efforts to control DM over decades. Although the oldest paper was an observational study not entirely focused on DM,2020. Basker RM, Sturdee DW, Davenport JC. Patients with burning mouths. A clinical investigation of causative factors, including the climacteric and diabetes. Br Dent J. 1978 Jul;145(1):9-16. https://doi.org/10.1038/sj.bdj.4804107
https://doi.org/10.1038/sj.bdj.4804107...
the authors conducted a causality analysis on burning mouth syndrome in diabetic patients, establishing an important relationship between the two conditions. However, the most influential papers were predominantly published in the 2000s, demonstrating the high interest in this research topic over the last 20 years. Additionally, more than half of all included studies (n = 68) were published in only three peer-reviewed journals: Journal of Periodontology, Journal of Clinical Periodontology, and Journal of Dental Research. These data confirm that leading journals in a research field tend to attract papers that are likely to have a high citation number, thereby maintaining the high impact factor of those journals.3434. Paladugu R, Schein M, Gardezi S, Wise L. One hundred citation classics in general surgical journals. World J Surg. 2002 Sep;26(9):1099-105. https://doi.org/10.1007/s00268-002-6376-7
https://doi.org/10.1007/s00268-002-6376-...

Based on the data collected from the selected papers, Periodontology emerges as the area that has most extensively investigated the relationship between DM and Dentistry. Conversely, areas such as Oral Pathology, Oral Implantology, and Endodontics were less frequently identified in the list. The most cited papers have predominantly explored the relationship between DM and periodontal disease in humans, showcasing a significant interest in understanding the influence and correlation of DM and other prevalent diseases on the progression of periodontal infections. Most of the research has focused on diagnosing and treating periodontal conditions in diabetic patients, yielding positive outcomes for the improvement of the oral and systemic health of affected individuals. Furthermore, papers evaluating the impact of DM on osseointegration and stability of dental implants were also frequently observed. According to these features, “diabetes mellitus” and “periodontitis” were the most used keywords among the most-cited papers. However, although the main topics of interest among the most-cited papers were primarily concerned with the evaluation of different aspects of DM on periodontal research, many keywords were used in a single paper (72.5%). This point indicates a lack of standardization in the use of these important components of bibliographic search. Unfortunately, several papers did not include keywords,2020. Basker RM, Sturdee DW, Davenport JC. Patients with burning mouths. A clinical investigation of causative factors, including the climacteric and diabetes. Br Dent J. 1978 Jul;145(1):9-16. https://doi.org/10.1038/sj.bdj.4804107
https://doi.org/10.1038/sj.bdj.4804107...
,2222. Mealey BL, Ocampo GL. Diabetes mellitus and periodontal disease. Periodontol 2000. 2007;44(1):127-53. https://doi.org/10.1111/j.1600-0757.2006.00193.x
https://doi.org/10.1111/j.1600-0757.2006...

23. Saito T, Shimazaki Y. Metabolic disorders related to obesity and periodontal disease. Periodontol 2000. 2007;43(1):254-66. https://doi.org/10.1111/j.1600-0757.2006.00186.x
https://doi.org/10.1111/j.1600-0757.2006...
-2424. Bullon P, Newman HN, Battino M. Obesity, diabetes mellitus, atherosclerosis and chronic periodontitis: a shared pathology via oxidative stress and mitochondrial dysfunction? Periodontol 2000. 2014 Feb;64(1):139-53. https://doi.org/10.1111/j.1600-0757.2012.00455.x
https://doi.org/10.1111/j.1600-0757.2012...
,3535. Cianciola LJ, Park BH, Bruck E, Mosovich L, Genco RJ. Prevalence of periodontal disease in insulin-dependent diabetes mellitus (juvenile diabetes). J Am Dent Assoc. 1982 May;104(5):653-60. https://doi.org/10.14219/jada.archive.1982.0240
https://doi.org/10.14219/jada.archive.19...

36. Golub LM, Lee HM, Lehrer G, Nemiroff A, McNamara TF, Kaplan R, et al. Minocycline reduces gingival collagenolytic activity during diabetes. Preliminary observations and a proposed new mechanism of action. J Periodontal Res. Sep;18(5):516-526. https://doi.org/10.1111/j.1600-0765.1983.tb00388.x
https://doi.org/10.1111/j.1600-0765.1983...

37. Mashimo PA, Yamamoto Y, Slots J, Park BH, Genco RJ. The periodontal microflora of juvenile diabetics. Culture, immunofluorescence, and serum antibody studies. J Periodontol. 1983 Jul;54(7):420-30. https://doi.org/10.1902/jop.1983.54.7.420
https://doi.org/10.1902/jop.1983.54.7.42...

38. Ervasti T, Knuuttila M, Pohjamo L, Haukipuro K. Relation between control of diabetes and gingival bleeding. J Periodontol. 1985 Mar;56(3):154-7. https://doi.org/10.1902/jop.1985.56.3.154
https://doi.org/10.1902/jop.1985.56.3.15...

39. Zambon JJ, Reynolds H, Fisher JG, Shlossman M, Dunford R, Genco RJ. Microbiological and immunological studies of adult periodontitis in patients with noninsulin-dependent diabetes mellitus. J Periodontol. 1988 Jan;59(1):23-31. https://doi.org/10.1902/jop.1988.59.1.23
https://doi.org/10.1902/jop.1988.59.1.23...

40. Hugoson A, Thorstensson H, Falk H, Kuylenstierna J. Periodontal conditions in insulin-dependent diabetics. J Clin Periodontol. 1989 Apr;16(4):215-23. https://doi.org/10.1111/j.1600-051X.1989.tb01644.x
https://doi.org/10.1111/j.1600-051X.1989...

41. Shlossman M, Knowler WC, Pettitt DJ, Genco RJ. Type 2 diabetes mellitus and periodontal disease. J Am Dent Assoc. 1990 Oct;121(4):532-6. https://doi.org/10.14219/jada.archive.1990.0211
https://doi.org/10.14219/jada.archive.19...

42. Scannapieco FA. Position paper of The American Academy of Periodontology: periodontal disease as a potential risk factor for systemic diseases. J Periodontol. 1998 Jul;69(7):841-50.

43. Guggenheimer J, Moore PA, Rossie K, Myers D, Mongelluzzo MB, Block HM, et al. Insulin-dependent diabetes mellitus and oral soft tissue pathologies: II. Prevalence and characteristics of Candida and Candidal lesions. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2000 May;89(5):570-6. https://doi.org/10.1067/moe.2000.104477 PMID:10807713
https://doi.org/10.1067/moe.2000.104477...

44. Moore PA, Guggenheimer J, Etzel KR, Weyant RJ, Orchard T. Type 1 diabetes mellitus, xerostomia, and salivary flow rates. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2001 Sep;92(3):281-91. https://doi.org/10.1067/moe.2001.117815
https://doi.org/10.1067/moe.2001.117815...

45. Fouad AF, Burleson J. The effect of diabetes mellitus on endodontic treatment outcome: data from an electronic patient record. J Am Dent Assoc. 2003 Jan;134(1):43-51. https://doi.org/10.14219/jada.archive.2003.0016
https://doi.org/10.14219/jada.archive.20...
-4646. Southerland JH, Taylor GW, Moss K, Beck JD, Offenbacher S. Commonality in chronic inflammatory diseases: periodontitis, diabetes, and coronary artery disease. Periodontol 2000. 2006;40(1):130-43. https://doi.org/10.1111/j.1600-0757.2005.00138.x
https://doi.org/10.1111/j.1600-0757.2005...
underscoring the importance of authors using strategic terms in their titles and abstracts that are closely related to the area and topic of interest, thus facilitating the retrieval of more relevant results.

Overall, the greatest contribution was made by the American author Robert J. Genco, a pioneer in periodontal research, who also emerged as the most-cited author. George W. Taylor also played a crucial role in DM research, ranking second in terms of citations. Consequently, the State University of New York at Buffalo and the University of Michigan, the affiliations of these influential authors, emerged as the most prolific institutions in diabetes research in dentistry. In concordance with other bibliometric studies in diabetes,1414. Gupta BM, Pal R, Rohilla L, Dayal D. Bibliometric analysis of diabetes research in relation to the COVID-19 pandemic. J Diabetol. 2021;12(3):350-6. https://doi.org/10.4103/JOD.JOD_30_21
https://doi.org/10.4103/JOD.JOD_30_21...
,1515. Huang K, Zhu J, Xu S, Zhu R, Chen X. Bibliometric and visualized analysis of 2011-2020 publications on physical activity therapy for diabetes. Front Med (Lausanne). 2022 Apr;9:807411. https://doi.org/10.3389/fmed.2022.807411
https://doi.org/10.3389/fmed.2022.807411...
the USA and its academic institutions continue to have the largest contributions in this research field. The USA is renowned for its well–established and extensive scientific community, bolstered by widespread public support and significant investment from the US government in scientific research. Furthermore, similar to previous bibliometric studies in Dentistry,1717. Melo G, Flausino CS, Darella IK, Miguel AF, Martins Júnior PA, Rivero ER. Top 100 most-cited articles on intraoral squamous cell carcinoma and its risk factors: a bibliometric study. Braz Oral Res. 2022 Feb;36:e030. https://doi.org/10.1590/1807-3107bor-2022.vol36.0030
https://doi.org/10.1590/1807-3107bor-202...
,1818. Baldiotti AL, Amaral-Freitas G, Barcelos JF, Freire-Maia J, Perazzo MF, Freire-Maia FB, et al. The top 100 most-cited papers in Cariology: A bibliometric analysis. Caries Res. 2021;55(1):32-40. https://doi.org/10.1159/000509862
https://doi.org/10.1159/000509862...
,4747. Mattos FF, Perazzo MF, Vargas-Ferreira F, Martins-Júnior PA, Paiva SM. Top 100 most-cited papers in core dental public health journals: bibliometric analysis. Community Dent Oral Epidemiol. 2021 Feb;49(1):40-6. https://doi.org/10.1111/cdoe.12572
https://doi.org/10.1111/cdoe.12572...
no papers from African countries were included in the list. This absence could be attributed to various factors, including language barriers, challenges in professional networking, and limited access to information.4747. Mattos FF, Perazzo MF, Vargas-Ferreira F, Martins-Júnior PA, Paiva SM. Top 100 most-cited papers in core dental public health journals: bibliometric analysis. Community Dent Oral Epidemiol. 2021 Feb;49(1):40-6. https://doi.org/10.1111/cdoe.12572
https://doi.org/10.1111/cdoe.12572...

Considering the impact of different variables, such as demographic and economic factors, on the relationship between diabetes and oral health, few randomized clinical trials were identified among the most-cited papers in the current bibliometric analysis. Furthermore, this study has some limitations that need to be considered. Firstly, there is a possibility that some important articles without specific keywords or terms matching the current search strategy were not retrieved in the electronic search. Additionally, similar to other bibliometric studies published in Dentistry4848. Feijoo JF, Limeres J, Fernández-Varela M, Ramos I, Diz P. The 100 most cited articles in dentistry. Clin Oral Investig. 2014 Apr;18(3):699-706. https://doi.org/10.1007/s00784-013-1017-0
https://doi.org/10.1007/s00784-013-1017-...

49. Celeste RK, Broadbent JM, Moyses SJ. Half-century of Dental Public Health research: bibliometric analysis of world scientific trends. Community Dent Oral Epidemiol. 2016 Dec;44(6):557-63. https://doi.org/10.1111/cdoe.12249
https://doi.org/10.1111/cdoe.12249...

50. Adnan S, Ullah R. Top-cited Articles in regenerative endodontics: a bibliometric analysis. J Endod. 2018 Nov;44(11):1650-64. https://doi.org/10.1016/j.joen.2018.07.015
https://doi.org/10.1016/j.joen.2018.07.0...

51. Tarazona B, Lucas-Dominguez R, Paredes-Gallardo V, Alonso-Arroyo A, Vidal-Infer A. The 100 most-cited articles in orthodontics: a bibliometric study. Angle Orthod. 2018 Nov;88(6):785-96. https://doi.org/10.2319/012418-65.1
https://doi.org/10.2319/012418-65.1...

52. Moraes RR, Morel LL, Correa MB, Lima GD. A bibliometric analysis of articles published in Brazilian Dental Journal over 30 years. Braz Dent J. 2020;31(1):10-8. https://doi.org/10.1590/0103-6440202004550
https://doi.org/10.1590/0103-64402020045...
-5353. Fernandes EC, Nascimento Júnior MB, Paiva Tôrres AC, Nóbrega FJ, Santos PB. The 100 most-cited articles in orthodontic journals in the last 20 years. Am J Orthod Dentofacial Orthop. 2022 Mar;161(3):e260-76. https://doi.org/10.1016/j.ajodo.2021.08.016
https://doi.org/10.1016/j.ajodo.2021.08....
and other biomedical fields,1313. Chen L, Ma S, Hu D, Lin H, Zhu Y, Chen K, et al. Bibliometric study of sodium glucose cotransporter 2 inhibitors in cardiovascular research. Front Pharmacol. 2020 Sep;11:561494. https://doi.org/10.3389/fphar.2020.561494
https://doi.org/10.3389/fphar.2020.56149...
,1414. Gupta BM, Pal R, Rohilla L, Dayal D. Bibliometric analysis of diabetes research in relation to the COVID-19 pandemic. J Diabetol. 2021;12(3):350-6. https://doi.org/10.4103/JOD.JOD_30_21
https://doi.org/10.4103/JOD.JOD_30_21...
,1616. Zhang W, Zhang S, Dong C, Guo S, Jia W, Jiang Y, et al. A bibliometric analysis of RNA methylation in diabetes mellitus and its complications from 2002 to 2022. Front Endocrinol (Lausanne). 2022 Sep;13:997034. https://doi.org/10.3389/fendo.2022.997034
https://doi.org/10.3389/fendo.2022.99703...
only one database was used as the source of abstracts, citations, and other bibliometric data. The present analysis only included papers from the WoS citation indexing database, which is considered a limitation of this article. This database was selected because it covers over 34,000 high-quality and peer-reviewed journals in more than 250 areas,5454. Clarivate analytics. Jersey: Clarivate analytics; 2023 [cited 2023 August 22]. Available from: https://clarivate.com/webofsciencegroup/solutions/webofscience-platform/
https://clarivate.com/webofsciencegroup/...
and has also measured citation numbers since 1950.5555. Ahmad P, Dummer PM, Noorani TY, Asif JA. The top 50 most-cited articles published in the International Endodontic Journal. Int Endod J. 2019 Jun;52(6):803-18. https://doi.org/10.1111/iej.13083
https://doi.org/10.1111/iej.13083...
However, other databases, such as Scopus and Google Scholar, should also be considered in future analysis. Finally, self-citations were not considered during the quantification of citations. Although self-citations may not significantly affect the order of the top 100 list,3333. Perazzo MF, Otoni AL, Costa MS, Granville-Granville AF, Paiva SM, Martins-Júnior PA. The top 100 most-cited papers in Paediatric Dentistry journals: A bibliometric analysis. Int J Paediatr Dent. 2019 Nov;29(6):692-711. https://doi.org/10.1111/ipd.12563
https://doi.org/10.1111/ipd.12563...
,5656. Swanson EW, Miller DT, Susarla SM, Lopez J, Lough DM, May JW Jr, et al. What effect does self-citation have on bibliometric measures in academic plastic surgery? Ann Plast Surg. 2016 Sep;77(3):350-3. https://doi.org/10.1097/SAP.0000000000000585
https://doi.org/10.1097/SAP.000000000000...
they should be interpreted with caution. Self-citations could also be a common practice in lines of investigation involving a limited number of researchers and may serve to save space by referencing methodologies that have been previously described elsewhere.1818. Baldiotti AL, Amaral-Freitas G, Barcelos JF, Freire-Maia J, Perazzo MF, Freire-Maia FB, et al. The top 100 most-cited papers in Cariology: A bibliometric analysis. Caries Res. 2021;55(1):32-40. https://doi.org/10.1159/000509862
https://doi.org/10.1159/000509862...
,3333. Perazzo MF, Otoni AL, Costa MS, Granville-Granville AF, Paiva SM, Martins-Júnior PA. The top 100 most-cited papers in Paediatric Dentistry journals: A bibliometric analysis. Int J Paediatr Dent. 2019 Nov;29(6):692-711. https://doi.org/10.1111/ipd.12563
https://doi.org/10.1111/ipd.12563...

Based on the data derived from the assessed features of this bibliometric analysis, further studies are encouraged on this topic, particularly in lower-income areas, using large-scale, randomized designs in community settings. Additionally, a more comprehensive examination of demographic and economic variables is warranted to determine their effect on the relationship between DM and oral condition in humans, especially across other areas of Dentistry.

Conclusion

This bibliometric study provided useful data regarding the main features, direction, and most prolific research groups involved in DM research within Dentistry. The area of Periodontology stood out in the most cited studies that evaluated the relationship between Dentistry and DM, primarily originating from institutions such as the State University of New York at Buffalo and the University of Michigan in the USA. Observational studies exploring the relationship between DM and periodontal disease garnered the highest citation counts thus far.

Acknowledgments

This study was financed in part by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) – 88887.649870/2021-00.

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Publication Dates

  • Publication in this collection
    05 Aug 2024
  • Date of issue
    2024

History

  • Received
    30 Mar 2023
  • Accepted
    16 Apr 2024
  • Reviewed
    14 May 2024
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