(Mill. of Inhabitants)
In relative terms, Switzerland very high scientific output is striking. This can be explained by two reasons. First, Switzerland must be considered an international power in innovation. It is no coincidence that the development of an effective malaria vaccine is taking place in the country. The pharmaceutical industry is well established in this country, and there are numerous public and private research and development institutions around this type of industry [ 26 ]. On the other hand, Switzerland is home to international agencies and institutions concerned with global health care. The Swiss Agency for Development and Cooperation (SDC), an agency of the Swiss federal administration responsible for coordinating cooperation and humanitarian aid activities, and the World Health Organization, whose headquarters are in Geneva, stand out in this regard.
Finally, Table 1 also reflects the relative wealth of each country based on the value of GDP per capita (IMF data). Thus, it can be observed that the 10 countries studied above are divided into two groups. Seven high-income countries (Switzerland, Australia, United Kingdom, Netherlands, Belgium, France, and United States), with more than 40,000 GDP per inhabitant, and three low-income countries (Papua New Guinea, Thailand, and Sri Lanka), with less than 7000. The motivations in one or the other case are different. While in the former, the interest is purely scientific, for the latter it is a question of survival. In these three countries, malaria is an endemic disease, although in terms of survival, there is very little malaria in Thailand, and Sri Lanka has eliminated all malaria.
Figure 5 shows the 13 institutions with at least 180 publications on malaria and P. vivax . Of these, four are from USA (Centers for Disease Control and Prevention, National Institutes of Health in Bethesda, National Institute of Allergy and Infectious Diseases, and Armed Forces Research Institute of Medical Sciences known as AFRIMS), three are from the UK (the University of Oxford, Nuffield Department of Clinical Medicine, and London School of Hygiene and Tropical Medicine), two are from Thailand (Mahidol University and Shoklo Malaria Research Unit), two are Brazilian (Fundacao Oswaldo Cruz and Universidade de Sao Paulo), and one is Indian (National Institute of Malaria Research of India). Note that there may be several affiliations within the same institution but the database considers them separately respecting the decision of the authors.
Main institutions in terms of scientific publication in malaria and P. vivax.
As mentioned above, these five countries along with Australia, are the most relevant in scientific publications on this topic. In addition, it is surprising that among these, there is also an institution from Papua New Guinea. This is the Papua New Guinea Institute of Medical Research, also known as PNGIMR, that has the support of the World Health Organization (WHO). Figure 6 shows a distribution by communities of the main institutions. It can be observed that most institutions are grouped into a cluster whose central element is the faculty of tropical medicine of the Mahidol University (Thailand). Each line of union between the nodes represents the relationships established between the institutions. Thus, the relations are quite complex, and that they are observed not only between the different elements of this large cluster but also with the other institutions of the two additional minority clusters. The two smaller clusters are made up of the Papua New Guinea Institute of Medical Research and the Swiss Tropical and Public Health Institute, in one, and the Medicines for Malaria Venture (MMV) in the other.
Distribution by communities of the main institutions.
In the analysis of the keywords, if one of them does not contribute anything to the study then it must be eliminated, e.g., “article.” In the second place, all terms that refer to the same concept must be grouped together, e.g., “ Plasmodium vivax ” and “ P. vivax .” Figure 7 shows, using a word cloud, that the 32 keywords are in more than 1000 publications on malaria and P. vivax . In Figure 7 , the relative size of each word is directly proportional to the number of times the keyword is present in the analyzed documents. As expected, Plasmodium vivax , human, and malaria, with 9826, 9428, and 8572, respectively, stand out.
Word cloud with the main keywords.
Among the 32 keywords with more than 1000 presences in the analyzed articles are two drugs, chloroquine and primaquine, present in 2395 and 1682 documents, respectively. Furthermore, 11 other keywords related to drugs are among the 160 most used keywords. These are ranked in order of their importance: quinine, mefloquine, artemisinin, artesunate, pyrimethamine, doxycycline, fansidar (actually, the trade name for sulfadoxine/pyrimethamine), artemether plus benflumetol, sulfadoxine, proguanil, and amodiaquine. Figure 8 shows that since 1946, the evolution of malaria and P. vivax research in relation to the different drugs. As already mentioned, the most important drug as keyword is chloroquine. Although considering only the last 5 years, the relative importance of primaquine is similar. This is because the WHO indications are that, in areas where chloroquine maintains its efficacy, this must be the drug used against malaria caused by P. vivax [ 27 ]. On the other hand, primaquine has been shown to be highly effective in acting against hypnozoites, which are the predominant latent forms in P. vivax . Furthermore, until recently, it was the only approved hypnozoiticide. For these reasons, to avoid relapses caused by it, the administration of primaquine is appropriate although there are threats from incomplete compliance with standards and the development of tolerance, although the real problem in the supply of this drug is its potential toxicity due to the deficiency, in patients, of the enzyme G6PD [ 28 ]. Figure 8 also shows the relative importance of different drugs at any given time. For example, mefloquine had a relative maximum in 2004 and how, subsequently, it has been losing relevance due to its scarce further use. On the contrary, artemisinin—and its derivative artesunate—has a fundamental importance in recent years, being the most effective drug against all forms of multidrug-resistant P. falciparum [ 29 ]. Other drugs such as fansidar (sulfadoxine/pyrimethamine) or proguanil have practically no importance in recent publications on malaria and P. vivax , highlighting the trend in the use of these in the treatment of the disease.
Time progression of antimalarial drugs in the fight against malaria caused by P. vivax.
Also, it can be seen that the five species of Plasmodium that have been shown to cause malaria in humans ( P. vivax , P. falciparum , P. malariae , P. ovale, and P. knowlesi ) are among the 100 most used keywords. Finally, five countries are also present among the most important keywords: India, Thailand, Brazil, China, and Papua New Guinea. These are countries where malaria caused by P. vivax is endemic and they are at the focus of many efforts by the international scientific community to eliminate malaria.
Malaria is still one of the world’s major health problems today; both for its extent and for the priority consideration it has received from public and private organizations concerned with human health. For this reason, malaria is a topic that is increasingly published in scientific journals with impact factors. Moreover, within this theme, malaria caused by P. vivax is currently receiving special interest. The present study has shown that the growth in the number of publications is exponentially curved, demonstrating the enormous interest that P. vivax causes in the international scientific community. This trend is only interrupted by two moments in history when interest in malaria has broken the norm. Thus, it becomes clear how bibliometric analysis of a given subject allows fundamental facts or moments to be identified. In this specific case, it is the discovery of a drug, chloroquine, which proved to be useful in the fight against malaria, and the rebound in the number of malaria cases in the early 1970s due to the relaxation of the alert level in the international scientific community.
On the other hand, the most important countries in terms of scientific publication have been identified. In global terms, the USA, UK, and India stand out above the rest. However, when a more exhaustive analysis is carried out, and both the population and the wealth of the country are considered, it is observed that there are other countries of greater relative importance. Thus, Switzerland has been found to be the country that devotes the most relative effort to the fight against malaria. This is no coincidence. This country is a biotechnological benchmark and is home to many international public and private bodies that have been working to eliminate malaria for decades. The identification of countries such as Switzerland highlights the importance of combining technological, scientific, and political efforts of public and private initiatives in the fight against the disease. This union of efforts is evidenced by the study of the relationships between the most outstanding institutions and scientists in the field of malaria and P. vivax . In most cases, there are collaborations that dilute the borders between rich countries that are devoting efforts to fight malaria, such as the UK, and countries where the disease is a real public health problem, such as Thailand.
Bibliometric studies not only give an overview of the current state of a scientific issue but can help to understand policy decisions and shape future scientific research. For this reason, an analysis of the keywords has been carried out allowing us to identify the main sectors in which the greatest efforts are being focused on research on malaria and P. vivax . Of these, studies on antimalarials stand out. The elements that define the lines of international economic investment and objectives in research projects are the progression of trends, the recommendations of the WHO, the updating of studies on the effectiveness of drugs, and the existence of resistance to them. It is important to have a general view of the subject in order to focus on the strategies that are still valid and to open up new promising lines of research.
Conceptualization, J.A.G.-C. and F.M.-A.; methodology, J.A.G.-C., J.C.-C., and C.M.-V.; formal analysis, J.A.G.-C. and F.M.-A.; investigation, J.A.G.-C., L.G.-C., and C.M.-V.; writing—original draft preparation, J.A.G.-C. and J.C.-C.; writing—review and editing, L.G.-C., F.M.-A., and C.M.-V.
This research received no external funding.
The authors declare no conflict of interest.
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