Trend In the Publication of Study on Systemic Lupus Erythematosus (SLE) In 2012-2020 Period: A Bibliometric Analysis
Adnan1, Dyah Aryani Perwitasari2*, Rita Maliza3
1,2Department of Pharmacology and Clinical Pharmacy,
Faculty of Pharmacy, Ahmad Dahlan University, Yogyakarta, Indonesia.
3Department of Biology, Faculty of Mathematics and Natural Sciences,
Andalas University, West Sumatera, Indonesia.
*Corresponding Author E-mail: dyah.perwitasari@pharm.uad.ac.id
ABSTRACT:
In the last 9 years, there have been four articles on the bibliometric analysis of Systemic Lupus Erythematosus (SLE), using the data from Pubmed, Scopus or Web of Science. This is considered small in number. This bibliometric analysis aims to pinpoint SLE research trends published in journals with Pubmed indexes between 2012 and 2021. The bibliometric data were taken from Pubmed in the period 2012-2021. The search was conducted using the Medical Subject Headings (MeSH) keyword “Lupus Erythematosus, Systemic”. The data taken were original articles in the form of experiments, observations, and review results (meta-analysis, systematic study, and narrative study). Inclusion criteria are original articles (observational, experimental) and review results, exclusion criteria are associated data (secondary data sources). There were 17,230 items collected in all. After adjusting them for inclusion and exclusion criteria, there remained 3,811 articles to be analyzed which were published in 804 different journals with a total number of 11,133 authors. There were 76 countries involved in this study, with China as the most productive country followed by the United States and Italy. The number of keywords that emerged from all articles amounted to 8,236, with the most dominant terms being Human and Lupus Erythematosus, and systemic. The most prolific author of SLE research publications was Pan. HF, producing 61 published articles in the last 9 years. With the use of this bibliometric study, a complete picture of the growth of SLE research may be obtained. Current trends in SLE research relate to studies of systemic lupus erythematosus, lupus nephritis, lupus, hydrochloroquine, treatment, autoimmune disease, autoantibodies, and autoimmunity. So far, there has been no publication of SLE articles from Indonesia, so it is still highly possible for the execution of research and publication of the obtained data.
KEYWORDS: Systemic Lupus Erythematosus, Bibliometric Analysis, Study Trend, Mesh, Pubmed.
INTRODUCTION:
Systemic Lupus erythematosus (SLE) is an autoimmune disease with impaired tolerance to autoantigens and antibody production, as well as tolerance in T cells and B cells1,2. There is ample evidence that both hereditary and environmental factors contribute to the development of SLE3. Sle is a condition in which the body has a hyperactive immune system which can decrease the body's ability to fight bacteria4. SLE is a multisystem autoimmune disorder5 which can lead to disability6.
Lupus is associated with a lifelong immune disorder7. Worldwide, the incidence of SLE varies from 0.3 to 23.7 per 100,000 population, while the prevalence varies from 6.5 to 178 per 100,000 population8. The prevalence of SLE in Europe ranges between 30 and 90 cases per 100,000 individuals9. One study reported an Asia Pacific incidence of 0.9-3.1 per 100,000 population/year. The rough prevalence is 4.3-45.3 per 100,000 population. Prevalence data in Indonesia is not known with certainty. Based on the results of a survey conducted in Malang, it was reported that the incidence rate was 0.5% of the total population10.
Chronic inflammatory autoimmune disease SLE primarily affects women who are reproductive age 11,12,13,14. Women have nine times greater risk than men in suffering from SLE9. SLE's pathophysiology is affected by various factors including genetic, hormonal, and environmental factors, especially UV rays15. Genetic, immunologic and hormonal as well as environmental factors are thought to play a role in the pathophysiology of SLE16. One of the main causes of SLE is the variation in gene9. There is ample evidence that both hereditary and environmental factors contribute to the development of SLE3.
Clinical manifestations that arise from SLE are damages to several specific such as the blood arteries, liver, kidneys, skin, joints, heart, and neurological system17. Medical treatment and multi-organ damage in SLE increases the risk of comorbidities18, and adversely affects disease prognosis19. According to reports, people with SLE die at a rate that is about 80% higher than people without the condition17
Comorbidity has a role in increasing the potential for death of SLE patients by 27.6% compared to the control group17. The mortality rate in patients after five years from being diagnosed with SLE was 8.28% and 17% after diagnosis in the treatment group compared with 4.43% and 10.29% in the control group17. A study on the US national data and census from 1968-2013 reported a significant increase in SLE patients20. A meta-analysis reported that among 27,123 patients with SLE, 4,993 of them died. In SLE patients compared to the general population, the risk of death is three times higher. Heart disease, cancer, infections, and kidney disease are the main causes of death21. Apart from SLE itself, comorbidities can lead to death, but the exact cause has not been studied. With a 30% contribution value, comorbidity at the time of diagnosis is an actual risk factor for the cause of death17.
There are two methods to get a comprehensive picture of research developments. The first is a literature review, both narrative and systematic22 The second is to employ bibliometric analysis, which is a methodical means of evaluating quantitatively the relationship and influence of papers that have been published23. For an overview of the state and trends of journals, the bibliometric method is helpful, research fields, countries, the world, identification of influential authors, and publications24,25,26,27,28. Bibliometrics is a method for measuring publications based on authors and the level of authors’ collaboration29. Bibliometrics includes statistics, mathematics and social sciences30,31,32,33,34.
A recent bibliometric analysis study on SLE has also been carried out using the Web of Science data source for the period 1971 to 2020 with the title "Systemic Lupus Erythematosus Research: A Bibliometric Analysis over a 50-Year Period"35. Another study was also conducted on 3,843 SLE articles specifically for Latin American countries contained in the Scopus database for the period 1982 to 201836. There has been a bibliometric study of articles on SLE published in Pubmed from 2002-2011 involving 14,053 articles in 1,627 journals as the media for the publication37, and since then no updated studies have been conducted. Therefore, it is necessary to carry out an updated study of SLE articles on Pubmed to find out the current trends in SLE research, especially those published in Pubmed for the period 2012 to 2021.
MATERIALS AND METHODS:
Data Source and Data Searching Methods:
The data were taken from articles published online in PubMed for the period January 1, 2012 to October 31, 2021. Articles were accessed online on November 24, 2021. Search for articles in Pubmed was conducted using Medical Subject Headings (MeSH) “Lupus Erythematosus, Systemic". Inclusion criteria were original articles (observational, experimental) and review results. The exclusion criteria were associated data (secondary data source). From the article search period of 9 years starting from January 1, 2012 to October 31, 2021, upon selection based on the predetermined criteria, 3,815 articles were obtained. Figure 1. describes the process of searching and selecting articles.
Figure 1: Flowchart of search strategy
Bibliometric Analisys:
The data were taken from Pubmed and analyzed using bibliometrix package in R studio (http://www.bibliometrix.org/) and VOSviewer (https://www.vosviewer.com/).
The data which will be discussed using bibliometrics are the article search process, the annual number of articles published, the ten most prolific writers, the 10 most productive countries in producing SLE articles, the 10 most journals that publish SLE research articles, and the network of keywords used.
RESULTS:
The most publications of SLE articles occurred in 2013 with a total of 413 articles published as shown in Figure 2. There were 11,133 authors listed in 3,815 SLE articles published on Pubmed during the period of 2012-2021. The top 10 authors in SLE research over the study period are shown in Figure 3. The three most prolific authors based on the quantity of articles published throughout the research period were Pan HF, with 61 articles, Ye DQ with 56 articles, and Lee YH with 52 articles. The most prolific authors in the first and second place are Chinese citizens, while the third author is a South Korean citizen.
Figure 2: Number of SLE articles published on Pubmed for the period of 2012-2020
Figure 3: The ten most prolific writers in producing SLE articles for the period 2012-2021
A total of 76 countries have contributed in producing articles related to SLE involved in this study. Table 1. Lists the ten nations that produce the most published articles on SLE. China leads the productivity with a total of 2,830 articles published, followed by the United States with 2,576 articles, Italy with 1,024 articles, France with 892 articles, Brazil with 564 articles, Spain with 537 articles, Japan with 468 articles, Canada, Germany, and South Korea each had 421, 326, and 309 articles respectively.
Table 1: The 10 most productive countries in producing SLE articles
|
Country |
Number |
|
China |
2.830 |
|
USA |
2.576 |
|
Italy |
1.024 |
|
France |
892 |
|
Brazil |
564 |
|
Spain |
537 |
|
Japan |
468 |
|
Canada |
421 |
|
Germany |
326 |
|
South Korea |
309 |
A total of 3,815 articles taken from Pubmed were published in 804 different journals. The top 10 journals fall into the rheumatology journal category in Pubmed. The journal that published the most SLE articles was the Lupus journal (N: 275; 7.2%)
Table 2: Top 10 journals that publish SLE research articles
|
Journal |
Number |
% |
|
Lupus Autoimmunity Reviews Current Opinion In Rheumatology Clinical Rheumatology Frontiers In Immunology Current Rheumatology Reports Rheumatology (Oxford England) Annals of the Rheumatic Diseases Rheumatic Diseases Clinics of North America Rheumatology International |
275 164 107 92 89 81 68 65 64 64 |
7.2 4.3 2.8 2.4 2.3 2.1 1.8 1.7 1.7 1,7 |
Figure 4 below provides an overview of the use of keywords in SLE research. The goal of co-occurrence analysis is to determine how closely connected two items are based on the number of documents in which they co-occur. In total, the article contains 8,236 distinct terms. Only the top 200 terms were entered to create a co-occurrence network in order to ensure appropriate readability. There are six interconnected clusters observed. The first cluster (1) is red with the main terms appearing are Human and lupus erythematosus. The second cluster (2) is green with the term lupus nephritis predominating. The third cluster (3) is blue with the dominant term being female. The fourth cluster (4) is yellow with the dominant term genetic predisposition to disease. The fifth cluster (5) is purple in with the dominant term rheumatoid arthritis, and the sixth cluster (6) is light blue with the dominant term pregnancy
.
Figure 4: Network Visualization, shared use of keywords
Figure 5: Overlay Visualization, research theme trends by color
DISCUSSION:
From the results of the search and filtering of articles on Pubmed based on the inclusion and exclusion criteria, 3,815 original articles on SLE were published in the last 9 years. 423.9 articles are published on average per year. By looking at the prevalence of SLE throughout the world which tends to be high, this figure is in the low category. Worldwide, SLE incidence ranges from 0.3 to 23.7 cases per 100,000 people, while the prevalence varies from 6.5 to 178 per 100,000 population8. Compared to the United States, where the frequency of SLE is 0.51/1000, the Chinese population has a significantly high prevalence of 0.7-1/1000. But very few case reports of SLE in Chinese people have been published thus far38. In China, the prevalence of SLE in children is estimated to be 6.3 per 100,000 people8.
Research data shows that China is the most productive country in producing SLE research articles with 2,830 articles. With 2,576 articles, the United States is the second-most productive country in creating SLE publications. According to one study, North America had the highest estimates of SLE incidence and prevalence (23.2/100,000 people annually (95% CI: 23.4, 24.0) and 241/100,000 persons (95% CI: 130, 352), respectively. The lowest prevalence of SLE was found in Northern Australia (0 cases in a sample of 847 people), and the lowest incidence of SLE was observed in Africa and Ukraine (0.3/100,000 person-years)39.
The prevalence rate of SLE in the USA at all age levels ranged from 301.1 (per 100,000 population) in 2009 and 366.6 (per 100,000 population) in 2016. The incidence at all age levels and gender ranged from 46.9 in 2009 to 49.0 in 2016 (per 100,000 people)40.
The prevalence of SLE in the US in 2009 reached 49.9 people per 100,000 population and 49 events per 100,000 in 201640. In China the prevalence of SLE reached 0.7-1 per 1000 population, while in the US the incidence rate was 0.1 per 1000 population38. From the study it was reported that the incidence of SLE in Arab-Americans was 2.1 times higher in comparison with non-Arab Caucasians and African-Americans41. A total of 76 countries were involved in this study. China is the country that produces the most SLE publications, followed by the United States, Italy, France, Brazil, Spain, Japan, Canada, Germany, and South Korea.
According to the results of this study, regarding the 10 most productive countries in producing SLE article publications, there are similarities to what was reported in the study of bibliometric analysis from the Pubmed database in 2002-2011 with differences in the order42. Another study also reported that, regarding the 10 most productive countries in producing SLE article publications, there were similarities between countries but different in order. While in this study the first order is China, followed by the United States and Italy, in the other study the top order is occupied by the United States, then China, and followed by Japan in the third position35.
China becomes the most productive country in producing SLE article publications. This is explained by the country's high rate of SLE prevalence. The high number of published articles in China and the United States can be attributed to the incidence and prevalence rates in these two countries. It's possible that SLE raises the chance of morbidity17. SLE can cause comorbidities in any area of the body, however the majority of clinical symptoms are mostly caused by organ damage to the heart, joints, skin, lungs, blood vessels, liver, kidneys, and neurological system17. Comorbidities in SLE are more likely to occur as a result of multi-organ involvement and therapy of SLE39 patients, which collectively have a negative impact on prognosis19. For instance, SLE patients are said to have a death rate that is over 80% greater than the normal population17.
It was also reported that other comorbidities such as hypertension, dyslipidemia, diabetes, osteoporosis, avascular necrosis and malignancy were present in SLE43 patients. According to one study, individuals with SLE have an increased risk of cardiovascular disease, stroke, end-stage kidney disease, malignancy, osteoporosis, and infection18.
People with SLE tend to have a lower Body Mass Index (BMI) and a higher smoking prevalence17. The median time required for comorbidity to develop in patients from the time SLE was first diagnosed is 28 months in the treatment group and 83 months in the control group17.In patients diagnosed with SLE, rheumatological disease is often reported. Patients with SLE have the potential to develop kidney disease17. In persons with SLE there is a potential for increased incidence of morbidity such as cardiovascular and cerebrovascular disease regardless of age44,45. People with SLE frequently develop chronic renal disease, which frequently results in end-stage kidney disease46'47. Rheumatological disease is often found in SLE patients at the diagnosis17. Another study largely concurs that individuals with SLE constantly have a higher chance of developing certain comorbidities, such as cardiovascular and cerebrovascular illness, regardless of age44. People with SLE frequently develop chronic renal disease, which frequently results in end-stage kidney disease46. Additionally, it appears that persons with SLE are more likely than controls to have liver disease, as indicated by biochemical or histologic abnormalities17.
SLE patients also have a higher chance of developing cancer, and a strong correlation between specific cancers, including lung cancer, lymphoma, and other hematological cancers, has regularly been found44. Compared to adequate controls, people with SLE seem to be more susceptible to osteoporosis and fractures because of their fragility48. Other categories of previously reported comorbidities with established SLE include dyslipidemia and diabetes mellitus49.
Rheumatological disease is often found in SLE patients at the time of initial diagnosis. When tracing the medical history for the past 10 years, it was found that 211 of 1,605 SLE patients had other rheumatological diagnoses (OR, 3.94)17. Comorbidities at diagnosis of lupus account for 30% of all-cause mortality. At the time of SLE diagnosis, the overall comorbid burden was significantly higher than that of controls, and SLE patients also had a higher chance of developing new comorbidities than persons without the disease did17. Compared to adequate controls, people with SLE seem to be more susceptible to osteoporosis and fractures because of their fragility48. Other categories of previously reported comorbidities with longstanding SLE include dyslipidemia and diabetes mellitus49.
Long acknowledged is the greater risk of death in lupus patients. Between 1968 and 2013, a recent study that employed data from US national databases and the census indicated a considerable rise in all-cause mortality, but a lower decline in fatalities from SLE-related causes than from non-SLE causes20. A recent meta-analysis of 27,123 SLE patients (4,993 fatalities) found that SLE patients had a 3-times greater mortality rate than the general population. Heart disease, cancer, infections, and kidney disease are the leading causes of death21. Apart from SLE itself, it seems conceivable that comorbidities could affect mortality; however, the actual contribution has not been previously evaluated. Comorbidity upon diagnosis was the primary risk factor for death in this analysis, accounting for 30% of the risk of death. Since we also noticed an accelerated occurrence of comorbidities in SLE patients, their presence had a substantial effect on the management and care of SLE patients, both at the time of diagnosis and throughout follow-up17.
Genetic, hormonal, and environmental variables, especially ultraviolet (UV) radiation, all have an impact on the pathogenesis of SLE15. Genetic, immunologic and hormonal as well as environmental factors are thought to play a role in the pathophysiology of SLE16. The incidence of SLE can also be triggered by the use of several drugs which are more commonly known as Drug Induced Lupus Erythematosus (DILE). DILE is a lupus-like autoimmune disorder that usually results from chronic drug exposure (over months to years) and resolves when the offending drug is discontinued50. A narrative study reported recent findings on the incidence of a large number of cases of subacute lupus erythematosus induced by the use of proton pump inhibitor (PPI) drugs50. The most commonly (41.7%) reported drug to cause systemic DILE was antitumor necrosis factor (anti-TNF) medication50. Subacute cutaneous lupus erythematosus is now caused by cancer medications more frequently than any other drug class (54.5%), with female patients experiencing the condition at higher rates50 DILE52'53. In addition to the old drugs that are known as to induce DILE incidence, there are also new drugs that have been reported to be associated with the incidence of DILE such as TNF inhibitors alpha54.
Of the 11,133 authors listed in this study, there are 3 authors with the highest number of publications. The first and second authors, Pan HF and Ye DQ, are Chinese citizens. The number of publications of SLE articles uploaded by these two authors indicates a possible relationship between prevalence rates and the number of authors published. The third author, Lee YH, is a South Korean citizen. The prevalence of SLE in South Korea in 2014 reached 79.47/100,000 people55, so it is natural that one of the authors with the most publications comes from South Korea where the prevalence cases are quite large.
Original publications on SLE were published in 804 distinct journals in total. Almost all of these journals fall into the category of rheumatology and arthritis journals at Pubmed. The Lupus journal publishes the most articles with a contribution of 7.2%. The top 10 journals in this study gave similar results to the research conducted by Koo M (2021) who reported that the journal Lupus was the journal that publishes the most SLE35 articles. Likewise, a research report by Li et al, (2013) reported that the Lupus journal published the most SLE articles from 2002-201137.
According to the co-occurrence network analysis's findings, there are 6 large groups/clusters that are closely related. The main group (red) is SLE which is associated with terms related to autoantibodies, autoimmune disease, auto immunity, b and t cells. The second group in green is mostly related to aspects of immunosuppressant drugs, therapeutic outcomes including monoclonal antibody treatment, and research methodology. The third group (blue) is linked to terms related to gender, age, prevalence and incidence, disease severity index, and diagnosis. The fourth group (yellow) is related to genetic terms, gene polymorphisms (gene mutations), risk factors, meta-analytical studies, control cases, and Genome Wide Association Studies (GWAS). A new era of genetic study into SLE has begun with the development of GWAS. Prior to 2007, only nine SLE-susceptible loci had been discovered; however, in 2009, the application of GWAS allowed for the discovery of more than 25 such loci56. The number continues to grow to more than 100 loci in 201957. The fifth group (purple) is associated with the relationship between SLE and rheumatoid arthritis, Sjogrens syndrome, rheumatic, scleroderma, and dermatomyositis. Figure 5 shows the direction of the current research trend with the big theme of SLE. The lighter the color (yellow) indicates that it is a current research trend, and conversely the darker the color indicates an old theme. Figure 5 illustrates the current research trends in systemic lupus erythematosus, lupus nephritis, lupus, hydrochloroquine, treatment, autoimmune disease, autoantibodies, and autoimmunity.
CONCLUSION:
This study gives a summary of the position of SLE research that has been published in Pubmed during the past nine years. Studies of systemic lupus erythematosus, lupus nephritis, lupus, hydrochloroquine, therapy, autoimmune disease, autoantibodies, and autoimmunity are currently popular study topics.
CONFLICT OF INTEREST:
The authors have no conflicts of interest regarding this investigation.
ACKNOWLEDGMENTS:
We would like to thank everyone who assisted us in gathering the data and authoring this article.
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Received on 12.07.2022 Modified on 16.06.2023
Accepted on 18.12.2023 © RJPT All right reserved
Research J. Pharm. and Tech 2024; 17(3):1076-1082.
DOI: 10.52711/0974-360X.2024.00168