Uncovering a Decade of Research Trends in Glucocorticoid-Induced
Osteoporosis: A Bibliometric and Visualization Analysis (2014-2023)
Muhammad Shokhiful Wafa Arya Wida Sena
1,*
a
, Nanang Wiyono
2,5
b
, Rieva Ermawan
3
c
and Oski Illiandri
4
d
1
School of Medical Science, Universitas Sebelas Maret, Surakarta, 57126, Indonesia
2
Department of Anatomy, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, 57126, Indonesia
3
Department of Orthopedic, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, 57126, Indonesia
4
Department of Anatomy, Faculty of Medicine, Universitas Lambung Mangkurat, Banjarmasin, 70123, Indonesia
5
Research Group of Brain, Degenerative Disease and Cancer, Faculty of Medicine, Universitas Sebelas Maret,
Surakarta, 57126, Indonesia
Keywords: Glucocorticoid, Osteoporosis, Bibliometrics.
Abstract: Glucocorticoid-induced osteoporosis (GIOP) is a common consequence of prolonged glucocorticoid therapy.
GIOP is characterized by a significant decrease in bone mineral density, leading to an increased risk of
fractures and associated morbidity. As a complex medical condition, it has been the subject of extensive
research over the years. To gain insight into the evolving landscape of research on GIOP, a bibliometric
analysis can provide a comprehensive overview. This study aims to shed light on the importance of GIOP as
a critical research area, drawing attention to the need for further investigation, the identification of knowledge
gaps, and the promotion of interdisciplinary collaboration in the ongoing battle against GIOP. Every piece of
information was gathered from the SCOPUS. All original research articles regarding GIOP from 2014-2023
were retrieved. VOSviewer was used to analyze the distribution of countries, institutions, journals, authors,
and keywords. We are identifying patterns throughout the domain by creating maps of co-occurrence
keywords and finding high-volume keywords. From 2014 to 2023, there were 494 pertinent articles published,
with the highest annual publication count recorded in 2021. China emerged as the leading country in this field,
contributing 198 publications, while Guangdong Medical University led as the top institution with 14
publications. "Bone" stood out as the journal with the most studies and cited journal. Fu Q., Hofbauer L C.,
Liang D. and Ren H. are the most prolific author in this field with each contributing 7 articles. The co-
occurrence classification of glucocorticoid-induced osteoporosis field development map yields 9 clusters.
Osteoporosis, glucocorticoid, and glucocorticoid-induced osteoporosis dominate the network. The findings
of this bibliometric study offer valuable insights into the state of GIOP research over the last decade. This
information enables researchers to promptly identify the current focal points and emerging trends within this
field.
1 INTRODUCTION
Glucocorticoids, both natural hormones and synthetic
drugs, primarily interact with the glucocorticoid
receptor, exerting anti-proliferative, anti-
inflammatory, vasoconstrictive effects, and
immunosuppressive. They find extensive use in
a
https://orcid.org/0000-0002-6204-6915
b
https://orcid.org/0000-0002-0396-4337
c
https://orcid.org/0000-0003-1226-5287
d
https://orcid.org/0000-0003-2798-3695
treating acute and chronic inflammatory conditions,
lymphoproliferative diseases, mitigating
chemotherapy or radiotherapy side effects, and
preventing organ transplant rejection. Additionally,
they are employed as chronic replacement therapy for
individuals with adrenal insufficiency (Laurent et al.,
2022). Approximately 1% of adults, especially older
individuals, use glucocorticoids chronically. Based
86
Sena, M. S. W. A. W., Wiyono, N., Ernawan, R. and Iliandri, O.
Uncovering a Decade of Research Trends in Glucocorticoid-Induced Osteoporosis: A Bibliometric and Visualization Analysis (2014-2023).
DOI: 10.5220/0013666400003873
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 1st International Conference on Medical Science and Health (ICOMESH 2023), pages 86-93
ISBN: 978-989-758-740-5
Proceedings Copyright © 2025 by SCITEPRESS Science and Technology Publications, Lda.
on observational studies, oral glucocorticoid use is
about 3% in older man and post-menopausal women
(Fadet et al., 2015).
However, chronic exposure to glucocorticoids
elevates the risk of adverse effects, including bone
loss leading to osteoporosis and an increased
susceptibility to fractures. Drug-induced secondary
osteoporosis occurs most commonly due to
glucocorticoid-induced osteoporosis (GIOP). There
is rapid bone loss in the early phase followed by a
slower but continuous decline on initiation of
glucocorticoid therapy. In glucocorticoid-induced
osteoporosis (GIOP), there is a notably increased risk
of vertebral fractures, with those using high doses
facing a fivefold higher risk. Moreover, the risk of hip
fractures rises by 130%, and non-vertebral fractures
exhibit a 65% increase (Balasubramanian et al., 2018).
The economic burden of GIOP is not well-defined
but is believed to be substantial. Fracture risk
escalates early in glucocorticoid therapy. Frequently,
these adverse effects manifest before a notable
decline in bone mineral density (BMD) becomes
evident (Laurent et al., 2022). Discontinuation of
glucocorticoids may lead to a partial recovery of
BMD and a reduction in fracture risk after about a
year. Fractures in glucocorticoid-induced
osteoporosis (GIOP) often happen at BMD levels
higher than those observed in postmenopausal
osteoporosis. Studies suggest that both the current
daily dose and high cumulative doses are risk factors
for fractures. Long-term glucocorticoid users may
experience fracture prevalences of 30-50%
(Weinstein, 2011). The severity and risk of fractures
in osteoporosis associated with endogenous Cushing
syndrome are correlated with the duration and
intensity of hypercortisolism (Belaya et al., 2015).
The underlying mechanisms of glucocorticoid-
induced osteoporosis (GIOP) are intricate, involving
direct effects on bone cells (such as osteocytes,
osteoclasts, and osteoblasts) and indirect effects
through the gonadotropic axes and suppression of the
somatotropic. Moreover, there is a reduction in the
absorption of calcium in the intestines, and the
development of glucocorticoid-induced myopathy
and cataracts, increasing the susceptibility to falls
(Weinstein, 2011). Glucocorticoids contribute to the
promotion of osteoclastogenesis and prolong the
lifespan of osteoclasts. They additionally hinder
osteoblastogenesis, induce adipogenesis, and initiate
apoptosis in osteoblasts and osteocytes. These
impacts are, to some extent, controlled by the
inhibition of Wnt agonists and the increased
expression of Wnt signaling inhibitors, such as Dkk1
and sclerostin (Schepper et al., 2020). This not only
results in diminished bone mass but may also impact
the unmineralized bone matrix, potentially
elucidating their effects beyond bone mineral density
(BMD) (Vestergaard, 2020). Recent preclinical
studies have also suggested that an excess of
glucocorticoids disrupts the intestinal microbiota and
the natural circadian rhythm of glucocorticoids,
further contributing to the adverse effects on bone
health (Schilperoort et al., 2021)
The exploration of glucocorticoid-induced
osteoporosis (GIOP) has a rich history spanning
nearly 90 years, dating back to the initial recognition
of the harmful impacts of glucocorticoids (GC) on
bone (Lukert and Raisz, 1990). Throughout the years,
numerous clinical and fundamental studies
investigating glucocorticoid-induced osteoporosis
(GIOP) have been carried out. However, despite the
extensive research, solely one bibliometric analysis
concentrating on GIOP has been previously
documented. This study utilized the Web of Science
Core Collection (WoSCC) as the primary literature
source, employed CiteSpace for data analysis, and
concentrated on the period from 2012 to 2022 (Jiang
et al., 2022).
Bibliometrics, a statistical and mathematical tool,
is utilized to gain insights into the trends, current
status, and future directions of a particular research
field by quantitatively assessing factors such as the
geographical distributions and number of papers.
(Gasparyan et al., 2018). Additionally, bibliometric
analysis can offer valuable references for government
policy formulation, guiding funding decisions, and
recognizing scientific researchers for their
contributions (Qiu et al., 2018). Because of these
benefits, bibliometric analysis has been extensively
utilized in diverse medical research areas,
encompassing osteoporosis, male osteoporosis,
postmenopausal osteoporosis, and beyond. (Qiu et al.,
2018; Gao et al., 2020; Wu et al., 2021).
Given the recent developments in GIOP research,
there is a pressing need for a continuous bibliometric
analysis in this field. The present study seeks to
underscore the significance of GIOP as a crucial
research area, emphasize the necessity for further
exploration, pinpoint knowledge gaps, and foster
interdisciplinary collaboration in the ongoing efforts
against GIOP. To achieve these objectives, the
authors utilized Scopus as the literature source and
employed VOSviewer as the analytical software.
Uncovering a Decade of Research Trends in Glucocorticoid-Induced Osteoporosis: A Bibliometric and Visualization Analysis (2014-2023)
87
2 MATERIALS AND METHODS
2.1 Data Collection
The Scopus database was utilized for the
identification of publications subjected to analysis.
The search query involved the keywords: TITLE-
ABS-KEY (glucocorticoid-induced AND
osteoporosis) AND PUBYEAR > 2013 AND
PUBYEAR < 2024 AND (LIMIT-TO (PUBSTAGE,
"final")) AND (LIMIT-TO (LANGUAGE,
"English")) AND (LIMIT-TO (DOCTYPE, "ar"))
AND (LIMIT-TO (SRCTYPE, "j")) AND (LIMIT-
TO (EXACTKEYWORD, "Article")). The data
considered for examination spans the timeframe from
2014 to 2023 based on updates corresponding to
timestamps. Additionally, the outcomes of the search
were not only preserved as Scopus documents for
bibliometric scrutiny but were also stored in Excel
documents, ensuring that the titles of the documents
contained pertinent keywords. This supplementary
step was implemented to facilitate manual searches
when deemed necessary.
2.2 Research Tools
Data pertaining to eligible documents, meeting the
specified criteria, encompassed details such as
journal, language, author, title, abstract, keywords,
publication years, affiliation, citation count, and
document type. This information was exported in
CSV format, with the data capture date set at
November 25, 2023. VOSviewer (version 1.6.20) was
employed for the analysis of Co-occurrence. Two
standardized weight attributes, identified as "Total
Link Strength Attribute" and "Link Attribute", were
applied throughout the analysis (Stephan, Veugelers,
Wang, 2017).
3 RESULTS
3.1 Research Developments in the
Glucocorticoid-Induced
Osteoporosis
A total of 494 publications were identified after
eliminating duplicate entries. The surge in scientific
publications within the glucocorticoid-induced
osteoporosis field reflects a global uptick in the
number of researchers, as depicted in Figure 1.
Between 2014 until 2023, there was a discernible
escalation in glucocorticoid-induced osteoporosis
research, with the pinnacle occurring in 2021.
Noteworthy spikes were observed in 2018 and 2021,
marking respective increases of 21.27 percent and 15
percent compared to the preceding year.
Figure 1: Trend research of GIOP in the worldwide for 10
years
3.2 The Most Profilic Authors
Figure 2: Top Ten Contributing Authors in the area GIOP
research worldwide
Fu Q., Hofbauer LC., Liang D. and Ren H., emerge
as the most prolific authors in this domain, each
contributing to seven articles. They are followed by
Tang, J., Lespessailles, E., Jiang, X., Shen, G., and
Mu, S., each having contributed to six papers.
3.3 The Most Profilic Affiliations
Guangdong Medical University stands out as the top
contributor in this field, having authored fourteen
articles. Following closely are China Medical
University Shenyang and Guangzhou University of
Chinese, each with eleven articles to their credit.
Subsequent contributors include Shanghai Jiao Tong
University, Technische Universitat Dresden, Kindai
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University School of Medicine, McMaster
University, The University of Sydney, University of
Oxford, and Zentrum fur Regenerative Therapies.
Figure 3: Top Ten Affiliations in the area of GIOP research
worldwide
3.4 Top Ten Countries
Figure 4: Top Ten Countries in the area of GIOP research
worldwide
China emerges as the primary contributor in this
domain, having authored 198 articles. The United
States and Japan follow in second and third place,
with 78 and 68 articles, respectively.
3.5 Top Ten Sponsors
The primary contributor in this area is the National
Natural Science Foundation of China, with 97
documents indexed in Scopus. Following in second
place is the National Institutes of Health, with 24
documents.
Figure 5: Top Ten Funding Sponsors in the area of GIOP
research worldwide
3.6 Subject Area
Figure 6: The most subject area of GIOP.
The predominant field of study in glucocorticoid-
induced osteoporosis research within Scopus journals
is medicine, constituting 43.5%. Subsequently, there
is Biochemistry, Genetics, and Molecular Biology,
constituting 30.5%, along with Pharmaceutics,
Toxicology, and Pharmacology, holding a share of
11.8%.
3.7 Top Source by Year
From 2014 to 2023, Bone held the leading position,
publishing 26 articles, followed by Osteoporosis
International and Journal of Bone and Mineral
Metabolism with 19 and 16 articles respectively.
During 2014-2023, the number of articles accepted
from each source fluctuated. The largest increases
were recorded by Bone sources in 2014-2015 and
2019-2020.
Uncovering a Decade of Research Trends in Glucocorticoid-Induced Osteoporosis: A Bibliometric and Visualization Analysis (2014-2023)
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Figure 7: Top Source by year in the area of GIOP research
worldwide
3.8 Topic Area Visualization Using
Vosviewer
The depiction of keywords associated with research
themes on glucocorticoid-induced osteoporosis was
automatically represented as circles in Vosviewer.
The size of each circle corresponds to the significance
of an item or keyword, expanding in size with
increased frequency. Varying colors were assigned to
circles within clusters (van Eck and Waltman, 2014).
The outcome was derived through the utilization
of Vosviewer, which employed the frequency of
author keywords based on bibliographic data. A
minimum occurrence threshold of 4 was set, resulting
in a pool of 1033 keywords, of which only 65 met the
specified condition. After conducting the analysis,
nine separate clusters were recognized to depict
trends within the research sector of glucocorticoid-
induced osteoporosis, each characterized by a distinct
color.
The gathered keywords were categorized into
these nine clusters, and as anticipated, "osteoporosis"
stood out prominently. Figure 8 in the network
visualization illustrates the interconnections among
the examined issue areas, delineating the
relationships between the clusters. Each cluster
encompasses numerous keywords that exhibit
substantial coherence within the map's structure.
In each cluster, distinct frequent instances of
keywords illustrate the predominant research subjects
investigated in prior studies. The top three clusters are
marked by the most recurring keywords, with Cluster
1 highlighting the terms "osteoporosis" (187) and
"glucocorticoids" (65) as the most prevalent. In the
second cluster, "glucocorticoid-induced
osteoporosis" (112) holds dominance.
Figure 8: Network Visualization of GIOP field publication co-occurrence map using Vosviewer.
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4 DISCUSSIONS
From our current study, 494 publications on
Glucocorticoid-induces Osteoporosis indexed in the
Scopus database were analyzed. As the most
frequently occurring keyword, "Osteoporosis" has a
strong relationship with "Glucocorticoid" and
"Glucocorticoid-induced Osteoporosis". The analysis
highlighted two key focal points: the
pathomechanism and treatment of Glucocorticoid-
induced Osteoporosis (GIOP).
Extensive research has been conducted on the
effects of glucocorticoids in triggering osteoporosis,
and Vosviewer analysis results show a total of 76
articles with "Glucocorticoid" as the main keyword.
In addition, Glucocorticoid is interconnected with
other research topics, with a total of 146 total link
strength, making it an important research trend,
especially regarding its relationship with
osteoporosis, especially secondary osteoporosis.
Notably, the keyword "Glucocorticoid" ranks third in
frequency after "osteoporosis" and "Glucocorticoid-
induced osteoporosis".
The use of glucocorticoids has seen an increase in
various countries over the past two decades.
However, this rise is coupled with inappropriate
usage (Luo et al., 2022). In France, the prescribing
rate of oral glucocorticoids exceeded 17%, but a
substantial portion of these prescriptions was deemed
inappropriate (Benard-Laribiere et al., 2017).
Similarly, India reported that out of 113 patients,
88.4% of glucocorticoid use was considered
inappropriate, involving improper diagnoses and
indications not aligned with clinical standards and
evidence-based practice guidelines (Masih et al.,
2015). Furthermore, systemic glucocorticoids are
utilized in more than 11% of cases of acute
respiratory infections in the United States (Dvorin et
al., 2018). China also experiences prevalent
inappropriate glucocorticoid use, particularly in
primary care institutions, where a study revealed that
63.5% of inappropriate prescriptions in 27 primary
care facilities involved glucocorticoids (Luo et al.,
2022). This trend raises concerns about potential
adverse effects, particularly the development of
secondary osteoporosis.
The analysis indicates a notable surge in the
impact of glucocorticoids on osteoporosis in 2021,
possibly attributed to the COVID-19 pandemic.
Glucocorticoids are frequently employed as part of
the treatment regimen for inflammation associated
with COVID-19 (Lindou-Renalt et al., 2022).
Fracture stands out as the most severe
complication arising from osteoporosis. Projections
indicate a substantial increase in the global incidence
of hip fractures by 2050, with an anticipated rise of
240% in women and 310% in men (Gullberg, Johnell,
and Kanis, 1997). In Europe, fragility fractures stand
as the fourth most prevalent cause of chronic
illnesses, trailing ischemic heart disease, dementia,
and lung cancer (Hernlund et al., 2013). The top five
countries contributing to the incidence of
osteoporosis worldwide are India, China, the United
States, Japan, and Germany (Shen et al., 2022). This
aligns with the distribution of countries that prioritize
research on osteoporosis, particularly glucocorticoid-
induced osteoporosis (GIOP). China takes the lead,
followed by the United States and Japan in
subsequent positions.
This analysis thoroughly investigated
publications focusing on glucocorticoid-induced
osteoporosis (GIOP) using data from Scopus.
However, it is important to recognize certain
limitations in this study, which offer valuable insights
for future research endeavors. Primarily, this study
exclusively relied on English-language journals,
potentially overlooking significant contributions
from countries with large populations of
glucocorticoid users or osteoporosis sufferers, such as
India. This limitation stems from the exclusion of
journals published in local languages from the
analysis. Additionally, the study was constrained by
the inherent limitations of the selected software. To
enhance the examination of result variations and the
visual presentation of additional data, the use of
supplementary software may prove beneficial for
future bibliometric analyses.
5 CONCLUSIONS
In summary, this investigation focused on articles
related to Glucocorticoid-Induced Osteoporosis
(GIOP) published from 2014 to 2023. The study
delineates the temporal distribution, emphasizing
notable countries, institutions, authors, and journals.
It also outlines primary reference sources and
conducts a keyword analysis. The research landscape
in this domain has displayed stability in recent years,
with prominent areas of interest revolving around the
pathogenesis and treatment of GIOP. Looking ahead,
there is a call for increased basic and preclinical in
vivo research, particularly exploring potentially
effective drugs for GIOP. Additionally, a heightened
emphasis on high-quality clinical trials is warranted.
The outcomes of this bibliometric study offer
valuable insights into the status and evolving trends
of GIOP research over the past decade. This
Uncovering a Decade of Research Trends in Glucocorticoid-Induced Osteoporosis: A Bibliometric and Visualization Analysis (2014-2023)
91
information can aid researchers in swiftly identifying
key focal points and contemporary frontiers, thereby
fostering further advancements in the field.
ACKNOWLEDGEMENTS
The authors are grateful to Universitas Sebelas Maret
for supporting this research.
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