Year of publication and number of articles
A graph of the annual trend of publications related to the field of MTC therapy was plotted to illustrate the trend of the number of publications or attention index of research in this field from 1976 to June 2024. Overall Trend: The graph showed that the number of publications or attention indices in this field increased over time, indicating that with the continuous progress of medical technology and increasing understanding of the disease, research in this field has intensified, and new research findings continue to emerge (Fig. 1). Next, we analyzed and generalized from each time critical node in turn.
Starting point of analysis (1976): The number of publications in 1976 was four, which was the beginning of research in the field; the number of publications was low and attention to this field was minimal.
Growth period (1975–1994): During this period, the number of articles issued or the attention index increased, but the growth rate was relatively flat. This occurred probably due to the limitations of the level of medical technology at that time and the lack of awareness of the disease.
Accelerated period (1995–2021): Since the beginning of the 21st century, with the rapid development of medical technology and the continuous innovation of research methods, the number of publications and the attention index in this field increased significantly. Especially in the last decade, with the wide application of new therapeutic technologies, such as gene sequencing and targeted drug therapy, research in this field has advanced considerably.
The fluctuation period (2022–2024): A slow downward trend was recorded after 2021, but the overall trend showed an increase. The decline may be caused by the bottleneck in this research area and an increase in the difficulty of research. The value of the publication index in 2024 is expected to reach 93.6, indicating that the field will remain relevant and popular in the coming period. These findings indicate that future research on MTC therapy should be more in-depth and extensive, and more clinically significant results are expected.
States
A total of 65 countries worldwide were found to be involved in research related to MTC therapy. The top 11 countries that have contributed the most to the field include the United States, Italy, Germany, China, France, the United Kingdom, the Netherlands, Japan, Australia, Spain, and Switzerland. A table listing the countries that participated in the research and ranked in the top 11 in terms of the number of publications is presented to visualize and analyze the collaboration between the countries and map the distribution of the number of publications of the participating countries (Table 1; Figs. 2).
Table 1
Top 11 states in terms of the number of publications.
Ranking | States | Frequency of issuance | Centrality | Degree | Burst | Sigma |
---|
1 | USA | 608 | 0.23 | 38 | 10.12 | 8.32 |
2 | Italy | 232 | 0.06 | 33 | 0 | 1.00 |
3 | Germany | 169 | 0.06 | 35 | 9.48 | 1.78 |
4 | China | 135 | 0.05 | 20 | 13.82 | 2.06 |
5 | France | 134 | 0.02 | 33 | 12.18 | 1.26 |
6 | UK | 90 | 0.17 | 36 | 0 | 1.00 |
7 | Netherlands | 85 | 0.03 | 31 | 0 | 1.00 |
8 | Japan | 61 | 0.06 | 24 | 0 | 1.00 |
9 | Australia | 57 | 0.03 | 27 | 4.76 | 1.17 |
10 | Spain | 53 | 0.03 | 35 | 0 | 1.00 |
11 | Switzerland | 53 | 0.05 | 31 | 0 | 1.00 |
The United States, as the leading country in this research area, has contributed 608 articles to the field of MTC therapy research. Italy ranked second, contributing 232 articles, indicating that Italy also conducted intense research in this field. Countries such as Germany, China, France, and the UK also contributed to the field, but with fewer publications, and their respective research characteristics may vary between countries, e.g., differences in research-related fields, methods, or periods. In terms of dynamic changes and explosive growth, certain countries have experienced explosive growth in research over specific periods. For example, China showed the highest explosive value (13.82), which indicated that China significantly contributed to advancements in the field of MTC therapy within a certain period. Degree and centrality in the network attribute analysis reflect a country's position and importance in the research network. Countries with high degrees are likely to have more research collaborations or citation relationships with other countries. In contrast, those with high centrality are likely to be central to research networks in the field. The United States, for example, has the highest centrality value of 0.23.
Research activities in the field of MTC therapy are highly diverse around the world. The research contributions and dynamic changes in this field differ across countries. Further strengthening of international cooperation and exchange is required to promote advancements in research on MTC therapy.
Organization
In total, 568 internationally recognized cancer research centers and universities worldwide are involved in research related to MTC therapy. Institutions such as The University of Texas MD Anderson Cancer Center, University of Pisa, University of Wisconsin, Sloan-Kettering Cancer Center, and Massachusetts General Hospital have greatly contributed to research in this field. A table listing the top 10 organizations and institutions involved in the research in terms of the number of publications is presented to visualize and analyze the collaboration between the institutions (Fig. 3).
The University of Texas MD Anderson Cancer Center (Univ Texas MD Anderson Cancer Ctr) was the leading institution, with a frequency of 70 articles and the third-highest burst value of 6.36. The institution experienced a significant increase in research activity between 2014 and 2021, with degree and centrality values of 70 and 0.12, respectively, demonstrating the institution's importance in collaborative networks and research in general. The University of Pisa (Univ Pisa) ranked second, with 43 publications and a non-significant burst value. The University of Wisconsin (Univ Wisconsin) had 39 publications and a burst value of 6.62, with a significant increase in research activity between 2005 and 2022, indicating a long-term commitment to research. In terms of dynamic changes and explosive growth, institutions such as Univ Texas MD Anderson Canc Ctr and Univ Wisconsin all showed high explosiveness, suggesting that they significantly contributed to research in this field during certain periods.
Co-Cited Authors
The co-cited author graph showed the major co-cited authors and their academic impact on the field of MTC therapy. Authors such as Wells SA and Elisei R have made significant academic contributions to the field, as indicated by their high citation frequency and burst value. Other authors, such as Machens A, Mulligan LM, and Schlumberger M, have also significantly contributed to the development of the field through their research. The top 10 authors in terms of citation frequency are listed, and the cited authors are visualized and analyzed in Fig. 4.
Researcher Wells SA ranked first with 592 citations, indicating that Wells SA had a strong academic impact on the field of MTC therapy, with a burst value of 23.23, which indicated their significant contribution to growth or breakthrough in research over a certain period (2018–2024), and that their research results have received considerable attention. Elisei R has been cited 399 times, a high citation rate. Their burst value was ranked first at 29.06, indicating that their research contributed significantly and that their findings played an important role around 2015–2024. Other authors, such as Machens A, Mulligan LM, and Schlumberger M, had different citation frequencies and burst values, but they all contributed to the field to some extent. The degree indicates the number of co-citation relationships between authors, which reflects the degree of authors' connectivity in this network. For example, Wells SA had a degree of 132, indicating that he had co-citation relationships with many other authors. Additionally, centrality is a measure of an author's importance or influence in the network. Well SA had a relatively high centrality of 0.2, which indicated that he occupied an important position in the network. This statistical information provides insights into the research dynamics and academic network structure of MTC therapy among researchers.
Cited journals
The table of co-cited journals with the theme “Medullary Thyroid Cancer Treatment” shows the citation frequency, time span, network attributes, and co-citation relationships with other journals in the related research area. J CLIN ENDOCR METAB ranked first with 1104 citations, followed by THYROID and NEW ENGLJMED with 833 and 683 citations, respectively. CANCER-AM CANCER SOC, J CLIN ONCOL, CANCER RES, SURGERY, CLIN ENDOCRINOL, CANCER, and CLIN CANCER RES also had high citation frequencies. The top 10 journals in terms of citation frequency are listed, and the cited journals are visualized and analyzed in Fig. 5.
First, the J CLIN ENDOCR METAB topped the list with 1104 citations, indicating that the journal significantly influenced research related to the treatment of MTC and is an important source of references for researchers. THYROID and NEW ENGLJMED followed with 833 and 683 citations, respectively, demonstrating their dominance and strong influence. CANCER-AM CANCER SOC, J CLIN ONCOL, CANCER RES, SURGERY, CLIN ENDOCRINOL, CANCER, and CLIN CANCER RES also had high citation frequencies, and together, they formed a core group of journals for research in this area. Additionally, J CLIN ENDOCR METAB and CANCER-AM CANCER SOC had high degrees (121, 121) and degrees of centrality (0.05 and 0.07), indicating that they were at the core of the co-citation network and were more associated with other journals. This information is important for researchers to understand the research dynamics in the field, select important references, and formulate research directions.
Keyword co-occurrence, clustering, and timeline view
Keywords are used very frequently and hold a central position in research papers. First, the co-occurrence graph and frequency of occurrence of keywords revealed research hotspots and trends in the field of MTC treatment. Second, the cluster analysis of keywords showed the research hotspots, therapeutic strategies, and potential directions of development in the field. Finally, the keyword timeline graph provided an intuitive view of the development trajectory and key turning points of research in this field over the past few years (Figs. 6 and 7).
Keyword co-occurrence analysis
The keyword co-occurrence graph for the topic “medullary thyroid cancer treatment” showed the research hotspots and trends in the field of MTC treatment. Medullary thyroid cancer formed the core of the research topic and had the highest frequency of occurrence (677), which indicated that it is the research object of greatest interest in the field. The keywords such as“management” and “therapy”, which represent the therapeutic management and specific treatments of MTC, respectively, appeared more frequently (267 and 177 times, respectively) and had significant bursts, suggesting that the therapeutic strategies and methods of MTC were among the main focus of research in this field. The frequent use of the keywords mutation and expression (172 and 155, respectively) indicates that researchers have investigated the genetic and molecular basis of MTC. Calcitonin (Ctn) is an important biomarker of MTC, and its frequent use as a keyword (166) suggests that researchers have extensively investigated its application in diagnosing MTC. The frequent use (153 times) of the word “diagnosis” reflects the importance and challenges associated with early diagnosis of MTC.
Research on MTC and its related therapeutic strategies, molecular mechanisms, biomarkers, and diagnostics is the focus of research in this field. Moreover, the research activities are part of a long-term and continuous process, and the keywords form complex co-occurrence relationships in the network. These analyses provide important references for future research directions and collaborations.
Keyword cluster analysis
The keywords related to MTC treatment were clustered and analyzed using the CiteSpace software with the latent semantic indexing (LSI) algorithm. The analysis results revealed the research hotspots, therapeutic strategies, and potential development directions in this field. This clustering focused on the basic pathological features of MTC and its association with other endocrine system diseases, emphasized the multifactorial complexity of the disease and the importance of clinical recognition, and mentioned potential drug targets or therapeutic approaches for treating MTC.
The core keywords of Cluster 1 were antiangiogenic therapy, radioactive iodide, etc. This cluster focused on multiple therapeutic strategies for MTC and the assessment of their efficacy. Antiangiogenic therapy and radioactive iodide therapy are frequently mentioned as important tools, while the importance of pretreatment risk assessment for developing a personalized treatment plan is emphasized.
The core keywords of cluster 2 were peptide receptor radionuclide therapy, tyrosine kinase inhibitor, ret gene, noncoding RNA, and PD-1 inhibitor. This clustering showed the latest advances in molecularly targeted therapy for MTC. The emergence of novel therapeutic strategies, such as peptide receptor radionuclide therapy and tyrosine kinase inhibitors (TKIs), has provided more therapeutic options for patients with MTC, whereas the study of ret genes and noncoding RNAs has further improved our understanding of the pathogenesis of MTC.
The core keywords of cluster 3 were HSP90 inhibitor, RET inhibitor, adrenal insufficiency, adverse events, molecular imaging, and systemic therapy. This clustering emphasized the importance of systemic therapy and drug innovation in treating MTC. The development and application of novel drugs, such as HSP90 inhibitors and RET inhibitors, reflect possible complications or side effects during treatment, and the application of molecular imaging technologies offers new ways to improve the therapeutic efficacy of MTC.
The main keywords of cluster 4 were “Medullary Thyroid Cancer”, “Targeted Chemotherapy”, “Antiangiogenic Therapy”, “Tumor Marker”, “Tyrosine Kinase Inhibitor”, and “Systemic Therapy”. The cluster focused on targeted therapeutic strategies for MTC, including the use of drugs such as TKIs, highlighting the importance of antiangiogenic therapy in the treatment of MTC. The cluster also contained information on the application of tumor markers in diagnosing MTC and the similarities and differences between differentiated thyroid cancer and MTC treatment strategies.
The keywords in Cluster 5 included messenger RNA, transcriptional regulation element, sequence, glucocorticoid, identification, 1,25-dihydroxyvitamin D3, and procholecystokinin precursor. The cluster focused on the multifaceted functions of a particular gene or protein. These functions included mRNA generation, signaling, transcriptional regulation, molecular structure characterization, hormone and metabolic regulation, and protein precursor processing.
Clustering analysis of MTC therapeutic keywords revealed that research in this field is progressing, and significant advancements have been made from basic pathological features to clinical therapeutic strategies, molecularly targeted therapeutic techniques, and drug innovations. In the future, with a deeper understanding of the pathogenesis of MTC and the emergence of new drug trials, more effective therapeutic regimens may be developed to improve patient prognosis.
Timeline view analysis of keywords
The timeline chart covers the period from 1976 to June 2024 and reflects the dynamics of the research field related to MTC treatment. Overall, research in the field is progressing, with the focus expanding from basic disease management to more specific treatments and related biomarkers.
Beginning of the timeline and early focus (1976–2000): The beginning of the timeline emphasized “management”, “diagnosis”, “metastatic surgery”, “proto-oncogene”, “medullary thyroid cancer treatment”, “calcitonin”, and “carcinoembryonic antigen”, indicating that the terms were important. These findings suggested that at an early stage, researchers were concerned about the critical role of the clinical management and surgical treatment of MTC in controlling tumor metastasis. Researchers also focused on calcitonin and carcinoembryonic antigen (CEA) as biomarkers of MTC, the dynamics of which are important in monitoring diseases and assessing efficacy. Surgical treatment, especially in cases where metastases had already developed, was also an important area of research at that time.
Mid-term development (2000–2010): With advancements in research, gene expression and its regulatory mechanism have become popular research topics. In this period, researchers investigated the pathogenesis of MTC at the molecular level and simulated the tumor environment in the laboratory to investigate new therapeutic approaches. The focus on specific types of MTC increased, especially the link between gene mutations and therapeutic approaches. During this period, researchers identified specific genetic mutations (RET genes) associated with MTC and determined how these mutations affect the biological behavior of tumors and their response to different therapeutic techniques. Moreover, research on new treatments, such as prophylactic thyroidectomy, radionuclide therapy, and kinase inhibitors, was also initiated. The introduction of positron emission tomography (PET) showed the growing importance of imaging techniques in the diagnosis and therapeutic monitoring of MTC. PET technology, along with specific radiotracers, can achieve precise localization of MTC and its metastasis and provide a basis for developing individualized treatment plans.
Recent Hot Topics and Future Trends (2010–2024): The use of TKIs in the treatment of MTC has received much attention. TKIs such as Vandetanib are effective in treating MTC, especially in controlling disease progression and prolonging survival. Additionally, peptide receptor radionuclide therapy (PRRT) has become a research hotspot, providing new options for treating MTC patients. Moreover, an increase in the number of open-label trials indicates that research on MTC treatment is becoming more transparent and verifiable, which can help improve the credibility of the research and promote its clinical application.
This keyword timeline illustrates the evolution of research on MTC treatment over the past decade, from the early days of surgical treatment and clinical management to the mid-term assessment of molecular mechanisms and development of novel therapeutic approaches, and finally, to the more recent use of targeted therapeutic strategies and imaging techniques, each step contributing to the enrichment and advancement of this research field.