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Submitted: April 18, 2025 | Approved: May 06, 2025 | Published: May 07, 2025
How to cite this article: Afolabi KO, Igere BE, Bello-Akinosho M, Pohl C, Onohuean H. A Global Assessment of Antifungal Drug Resistance among Candida Species: A Meta-synthesis of Research Productivity and Scientific Report. Arch Case Rep. 2025; 9(5): 161-172. Available from:
https://dx.doi.org/10.29328/journal.acr.1001139
DOI: 10.29328/journal.acr.1001139
Copyright license: © 2025 Afolabi KO, et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Keywords: Antifungal drug resistance; Candida species; non-albicans Candida; research advancement; global health
A Global Assessment of Antifungal Drug Resistance among Candida Species: A Meta-synthesis of Research Productivity and Scientific Report
Kayode Olayinka Afolabi1,2, Bright E Igere3,4*, Maryam Bello-Akinosho1, Carolina Pohl1 and Hope Onohuean5,6
1Pathogenic Yeast Research Group, Department of Microbiology and Biochemistry, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, South Africa
2Molecular Epidemiology and Public Health Research Group (MEPHREG), Department of Biological Sciences, Anchor University Lagos, Ayobo Lagos, Nigeria
3Department of Microbiology, Biotechnology Unit, Delta State University, Abraka, Delta State, Nigeria
4Biotechnology and Emerging Environmental Infections Pathogens Research Group (BEEIPREG), Microbiology Unit, Department of Microbiology Biotechnology Unit, Delta State University, Abaka, Delta State, Nigeria
5Biomolecules, Metagenomics, Endocrine and Tropical Disease Research Group (BMETDREG), Kampala International University, Western Campus, Ishaka-Bushenyi, Uganda
6Biopharmaceutics unit, Department of Pharmacology and Toxicology, School of Pharmacy, Kampala International University Uganda
*Address for Correspondence: Bright E Igere, Department of Microbiology, Biotechnology Unit, Delta State University, Abraka, Delta State, Nigeria, Email: [email protected]
Globally, the threat of microbial resistance to therapeutic drugs is increasing, with particular attention to certain microbes. Candida species are among the microbial groups eliciting serious antimycotic resistance concerns. Hence, this study provides scientific evidence of advances on antifungal drug resistance among Candida spp. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, datasets were retrieved from the Web of Science and Scopus databases to analyze the available scientific evidence between January 2002 and February 2023. Three thousand, one hundred and ninety-nine (3,199) articles related to antifungal drug resistance among Candida spp. were published within the period, with an average citation/document of 27.77. An unprecedented increase in productivity occurred from 2016 and continued throughout the COVID-19 pandemic period to date, also in 2011 and 2019, peak periods were observed. The most active author was Pfaller MA, having the highest publications (n = 75; 2.34%) and a total citation of 7,575. The Antimicrobial Agents and Chemotherapy journal ranked first among the top-most sources with 268 (8.38%) articles. Most of the authors of these publications originate from the USA, with 536 (16.80%) articles and a total citation of 30,478. A robust collaborative network was noticed among authors, institutions, and countries in the developed nations, but lacking with authors in developing regions. Only the Republic of South Africa made the list of top 20 actively collaborating countries on the subject from African region. Also, the thematic landscape of research areas lacks important topics such as the discovery of novel drug targets and diagnostic tools. This article provides a comprehensive global overview of the up-to-date research on drug resistance among Candida spp. and associated diseases. It has underscored the need for further synergistic efforts worldwide to ensure global health.
Concerns regarding microbial resistance to available therapeutic drugs continue to receive attention amongst diverse global investigators with a specific focus on bacteria and other microbial potential pathogens [1-4] mostly protozoans. However, little or poor related research attention and study reports have been recorded among the fungal members [5]. Such potential neglect still exists despite the estimations that global mortality rate of infections associated with mycotic strains (at ~1.5 million deaths per annum) are higher than that of malaria. The situation is complex by the high rate at which multidrug-resistant pathogenic fungi strains are emerging [6-9]. One group of human potential pathogenic fungi associated with such debilitating disease is the Candida species, which are implicated in superficial and invasive candidiasis, often as hospital-acquired infections [10,11].
Some of these hospital-related cases affect blood (candidemia), vagina (vulvo-vaginal candidiasis), skin (subcutaneous candidiasis) and other invasive and/or superficial candidiasis which are reported globally and annually. Candidemia, one of the mentioned cases, has been reported as one of the most prevalent bloodstream infections in the United States of America [12], with an estimated 25,000 cases each year [13]. An incidence of about 400,000 per annum globally [7], making it the most common invasive mycosis. Similarly, an average of about 138 million women worldwide have been reported to experience recurrent vulvo-vaginal candidiasis each year, while about 372 million women experience the condition in their lifetime. An estimated global prevalence of the disease has also been pegged at 3.9%, with annual productivity loss of 14.39 billion US dollars in the world’s developed countries [14]. Such emerging reports have shown that Candidal infections have been reported with high mortality rates ranging from 40% - 60% [10,15].
Historically, Candida albicans has been one primarily implicated potential pathogens of candidiasis, especially in immunocompromised people, as a result of surgery, the Human Immunodeficiency Virus (HIV) infection, organ transplantation, and the treatment of malignancy [16]. The yeast is a common/resident flora of the human skin and gut microbiota, from where it transits (as a commensal organism) to a potential pathogenic strain in other habitats [17]. In recent times, the incidence of other Candida species (non-albicans) in clinical systems is increasing in addition to multidrug resistance or multiple antifungal resistances (MAFR) indices. Species such as C. tropicalis, C. glabrata (syn. Nakaseomyces glabrata), C. parapsilosis, C. inconspicua, C. auris, C. guilliermondii, and C. krusei (syn. Pichia kudriavzevii) are now associated with hospital-related infections, with increasing prevalence, severity, MAFR and management complications compared to C. albicans, especially due to the development of resistance against antimicrobials [10,18] agents. Notably, three non-albicans species (such as C. auris, C. parapsilosis, and C. tropicalis), in addition the C. albicans, have been listed in the recent WHO and CDC lists of fungal pathogens of medium and high priority, requiring serious public health action [13].
The incidence of drug resistance among fungal strains became of high interest, especially as there are limited classes of antimycotic agents available for treatments, compared to the array of antibiotics used for treating bacterial diseases. The few available antifungal agents were shown to belong to only three major classes, namely: polyenes (e.g., amphotericin B), azoles (e.g., itraconazole and fluconazole), and echinocandins (e.g., micafungin, anidulafungin, and caspofungin) [19]. The azoles typically interrupt the production of ergosterol, which is crucial for forming the fungal cell membrane. Polyenes act by binding to ergosterol in the fungal membrane, forming pores in the cell membrane, thereby creating large pores on the membrane and disrupting osmotic pressure in the cell. The echinocandins impair the cell wall formation by interfering with the β-1,3-D-glucan production[19]. Unfortunately, the abusive use and off-label application of these antifungal agents’ has been attributed to the recent and worrisome emergence of resistance among fungi [20].
Drug resistance amongst Candida spp., like other organisms, could be traced to acquisition of resistance due to poor antifungal therapeutic stride [8,16,19,20] or intrinsic, as in the case of fluconazole-resistant C. krusei [20,21]. The unprecedented and unprofessional usage of the available antifungal agents to curtail the clinical mortality impact of invasive fungal infections and abating crop loss due to fungal infections in plants has been implicated as potential origin for generating positive selection pressure for resistant strains due to drug pressure. Also, the intrinsic fungal resistance attributes and other host-related factors have also contributed to the loss of efficiency of available antimycotic drugs, leading to the spread of drug resistance or MAFR among fungal pathogens and their associated diseases [6]. Furthermore, there is a need for accurate/appropriate early diagnosis, efficient surveillance/ monitoring strategy, and appropriate control/management strategies to curb this development [11,22].
The paucity of data, as well as poor professional therapeutic application at the global level, has been identified as some of the significant setbacks in combating the menace of antifungal-resistant cases [13]. It was documented that very few countries have efficient surveillance processes for mycoses, hence, there is a need for more available statistics on their incidence, resistance, and economic burden of associated disease cases [13]. This important observation has prompted the process of incorporating antimicrobial resistance surveillance for invasive Candida (the first of its kind for fungal organisms) into the Global Antimicrobial Resistance Surveillance System (GLASS), which aims at promoting and strengthening standardized Antimicrobial Resistance (AMR) surveillance worldwide [13]. With the unprecedented rate of emergence of potential pathogenic fungi with multidrug resistance traits, especially those in the genus Candida, the scientific community and health professionals need to collaborate to address this critical threat to public and global health [8].
This study, therefore, aimed to appraise scientific studies on antifungal drug resistance among Candida spp. and how their associated infection reports have fared over the last two decades. This gives a clear picture of the recent research efforts to inform more proactive, robust, and efficient research and policy drives, against the emergence and spread of drug-resistant pathogenic members of the Candida genus. It would also assist researchers sensitization program, invigorate policymakers, and increase the interest of funding bodies to combat the menace of drug resistance among fungi and their associated infections while salvaging public and global health implications.
Literature search strategy and data retrieval
The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines [23] were used to search the Web of Science (WoS) and Scopus databases for relevant papers on drug resistance in Candida spp. and associated infections. Title-specific search articles served as the primary search strategy using keywords. Only publications that included Candida species, their infections, and antimycotic or antifungal resistance in the title of the dataset were included in the marked list and exported in BibTeX (bib) and PlainTex, as shown in Figure 1, detailed in Figure 1.
Data processing and statistical analysis
The dataset variables were normalized and standardized using the bibliometrix and ScientoPy R-packages; duplicates were removed and saved in CSV files with R-studio 4.0.5. [4,24-26]. The main characteristics and productivity trend analyses by authors, sources/journals, countries, and yearly production were expressed by mean citations/articles and (co)-author indices such as articles/author, number of authors, number of appearances, single- and multi-authored articles, co-authors/article, and collaboration index of the consistent dataset, all performed in R. The most relevant performances involving entities, such as individuals/authors, journals, institutions, and countries, along with their H-index and citation rates, were reported. Descriptive statistics were utilized to examine the retrieved metadata, with results shown in ranges, percentages, and distribution/frequencies in tables and charts. The clustered metric and collaboration networks were computed and visualized using bipartite network tools (https://cran.r-project.org/web/packages/bibliometrix/vignettes/bibliometrix-vignette.html).
Description of the retrieved data
Global research evolution landscape and publication performance: In an effort to accomplish the aim of this study, the applied search strategy identified 23,279 and 151 articles from the WoS and Scopus core databases, respectively, resulting in a total of 23,430 articles obtained for the survey period. However, after applying the exclusion criteria and removing irrelevant documents and duplicates, 3,199 articles (3,157 from WoS and 42 from Scopus) were included in the study (Figure 1).
Picture 1: The method of finding, reviewing, and synthesizing published research articles on antifungal drug resistance in Candida species using PRISMA guidelines.
The average citation per document was 27.77. Twenty-four authors published single-authored articles, within the survey period. The authors who reported related studies were 11,822, while co-authors per document indices recorded were 6.63. Also, a collaboration index of 3.36 was recorded (Table 1).
Table 1: The main characteristics ofthe included dataset. | |
Description | Results |
Timespan | 2002:2023 |
Study Sources (Journals) | 707 |
Number of articles | 3199 |
Average years from publication | 7.55 |
Average citations per document | 27.77 |
References | 49250 |
Document contents | |
Keywords Plus (ID) | 4113 |
Author's Keywords (DE) | 4281 |
Authors | |
Number of Authors | 11822 |
Authors of single-authored documents | 19 |
Authors collaboration | |
Single-authored documents | 24 |
International co-authorships % | 23.98 |
Co-Authors per Documents | 6.63 |
Collaboration Index | 3.36 |
Furthermore, it was observed that there was a general increase in research outputs on drug resistance among Candida and their associated diseases from 2002 up to 2023 (Figure 2). However, it could be noted that there was a sharp increase in the number of publications between 2009 (n = 85, 2.66%) and 2011 (n = 143, 4.47%). Although there was a decrease in the number of publications in the following year (i.e., 2012) to 96, the steadily increasing trend resumed again in 2013 and attained a peak of 188 articles in 2015. A sharp decrease was again observed in 2016, however, a steady increase resumed in the following year (2017) through the 2020 COVID-19 pandemic year till 2022. Regarding the mean total citation per article and citable year, the opposite results were observed, as there was generally a steady decline from 2002 to date. This is reasonably expected since published articles gain citations with time (Figure 2).
Picture 2: Research outputs on antifungal drug resistance in Candida spp and associated diseases.
Description of top influential publications and authors’ productivity
Table 2 shows the top 20 most productive authors on the specific topic within the period. The author Pfaller MA ranked first with a total of 75(2.35%) articles and a total citation (TC) of 7,575, followed by Diekema DJ, who received 5,573 TC, though with about half (n = 46, 1.44%) of the publications of Pfaller MA. Messer SA and Perlin DS, with 41 (1.28%) and 39 (1.22%) publications, respectively, were the third and fourth most cited authors. The first five of the top-most authors hailed from the United States of America, while only two (10%) were female.
Table 2: Assessment of 20 most productive authors on antifungal drug resistance in Candida spp and associated diseases from 2002-2023. | |||||||
Authors | Gender | Country | Number of articles | Percentage of total Articles | TC | H_index | PY |
Pfaller MA | M | USA | 75 | 2.34 | 7575 | 54 | 2002 |
Diekema DJ | M | USA | 46 | 1.44 | 5573 | 40 | 2002 |
Messer SA | M | USA | 41 | 1.28 | 3786 | 35 | 2002 |
Perlin DS | M | USA | 39 | 1.22 | 2548 | 25 | 2002 |
Castanheira M | F | USA | 31 | 0.97 | 2029 | 26 | 2010 |
Guinea J | M | Spain | 31 | 0.97 | 561 | 12 | 2008 |
Chen SC-A | F | Australia | 30 | 0.94 | 1339 | 17 | 2008 |
Andes DR | M | USA | 29 | 0.91 | 2553 | 25 | 2003 |
Liu X | M | China | 28 | 0.88 | 468 | 14 | 2008 |
Peman J | M | Spain | 28 | 0.88 | 936 | 13 | 2005 |
Meis JF | M | Netherlands | 26 | 0.81 | 1467 | 14 | 2012 |
Quindos G | M | Spain | 26 | 0.81 | 527 | 11 | 2002 |
Wang H | M | China | 25 | 0.78 | 771 | 14 | 2011 |
Wang Y | M | China | 25 | 0.78 | 226 | 10 | 2009 |
Chen Y | M | Taiwan | 24 | 0.75 | 432 | 12 | 2006 |
Zhang J | M | China | 24 | 0.75 | 451 | 8 | 2013 |
Colombo AL | M | Brazil | 23 | 0.72 | 1496 | 18 | 2002 |
Li J | M | Switzerland | 23 | 0.72 | 413 | 13 | 2008 |
Xu Y | M | China | 23 | 0.72 | 375 | 10 | 2012 |
Li Y | M | China | 22 | 0.69 | 291 | 8 | 2007 |
TC: Total Citation; PY: Publication Year; M: Male; F: Female |
Table 3 shows the top-most cited papers on antimycotic/antifungal drug resistance among Candida species and their associated diseases. A publication by Mora-Duarte, et al.(2002) was the most cited article (975), with a TC per year of 44.32, followed by the publications by Garey, et al. (2006) and Panacek, et al. (2009) with TC of 860 and 665, respectively, in second and third positions. However, it could be noted that articles by Pfaller and his co-researchers featured prominently among the top 20 most cited papers, appearing thrice on the list.
Table 3: Twenty top-most cited papers on drug resistance in Candidaspp.from 2002-2023. | ||||
Paper | Title | DOI | Total Citations | TC per Year |
Mora-Duarte J, 2002, N Engl J Med | Comparison of caspofungin and amphotericin B for invasive candidiasis | 10.1056/NEJMoa021585 | 975 | 44.32 |
Garey KW, 2006, Clin Infect Dis | Time to initiation of fluconazole therapy impacts mortality in patients with candidemia: a multi-institutional study. | 10.1086/504810 | 860 | 47.78 |
Panacek A, 2009, Biomaterials | Antifungal activity of silver nanoparticles against Candida spp. | 10.1016/j.biomaterials.2009.07.065 | 665 | 44.33 |
Pappas PG, 2003, Clin Infect Dis | A prospective observational study of candidemia: epidemiology, therapy, and influences on mortality in hospitalized adult and pediatric patients | 10.1086/376906 | 627 | 29.86 |
Hajjeh RA, 2004, J Clin Microbiol | Incidence of bloodstream infections due to Candida species and in vitro susceptibilities of isolates collected from 1998 to 2000 in a population-based active surveillance program | 10.1128/JCM.42.4.1519-1527.2004 | 506 | 25.30 |
Pappas PG, 2007, Clin Infect Dis | Micafungin versus caspofungin for treatment of candidemia and other forms of invasive candidiasis | 10.1086/520980 | 482 | 28.35 |
Zelante T, 2007, Eur J Immunol 1 | IL‐23 and the Th17 pathway promote inflammation and impair antifungal immune resistance | 10.1002/eji.200737409 | 445 | 26.18 |
Pfaller MA, 2010, J Clin Microbiol | Results from the ARTEMIS DISK Global Antifungal Surveillance Study, 1997 to 2007: a 10.5-Year Analysis of Susceptibilities of Candida Species to Fluconazole and Voriconazole as Determined by CLSI Standardized Disk Diffusion | 10.1128/JCM.02117-09 | 440 | 31.43 |
Benjamin DK, 2006, Pediatrics | Neonatal candidiasis among extremely low birth weight infants: risk factors, mortality rates, and neurodevelopmental outcomes at 18 to 22 months | 10.1542/peds.2004-2292 | 427 | 23.72 |
Schelenz S, 2016, Antimicrob Resist Infect Control | First hospital outbreak of the globally emerging Candida auris in a European hospital | 10.1186/s13756-016-0132-5 | 412 | 51.50 |
Al-Fattani MA, 2006, J Med Microbiol | Biofilm matrix of Candida albicans and Candida tropicalis: chemical composition and role in drug resistance | 10.1099/jmm.0.46569-0 | 367 | 20.39 |
Wells CA, 2008, J Immunol | The macrophage-inducible C-type lectin, mincle, is an essential component of the innate immune response to Candida albicans | 10.4049/jimmunol.180.11.7404 | 323 | 20.19 |
Kathuria S, 2015, J Clin Microbiol | Multidrug-Resistant Candida auris Misidentified as Candida haemulonii: Characterization by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry and DNA Sequencing and Its Antifungal Susceptibility Profile Variability by Vitek 2, CLSI Broth Microdilution, and Etest Method | 10.1128/JCM.00367-15 | 312 | 34.67 |
Diekema DJ, 2002, J Clin Microbiol | Epidemiology of Candidemia: 3-Year Results from the Emerging Infections and the Epidemiology of Iowa Organisms Study | 10.1128/JCM.40.4.1298-1302.2002 | 309 | 14.05 |
Pfaller MA, 2004, Clin Microbiol Infect | Twelve years of fluconazole in clinical practice: global trends in species distribution and fluconazole susceptibility of bloodstream isolates of Candida | 10.1111/j.1470-9465.2004.t01-1-00844.x | 296 | 14.80 |
Pfaller MA, 2019, Open Forum Infect Dis | Twenty Years of the SENTRY Antifungal Surveillance Program: Results for Candida Species From 1997–2016 | 10.1093/ofid/ofy358 | 265 | 17.67 |
Silva S, 2009, Med Mycol | Biofilms of non-Candida albicans Candida species: quantification, structure and matrix composition | 10.3109/13693780802549594 | 261 | 12.43 |
Sanglard D, 2003, Antimicrob Agents Chemother | Candida albicans Mutations in the Ergosterol Biosynthetic Pathway and Resistance to Several Antifungal Agents | 10.1128/AAC.47.8.2404-2412.2003 | 261 | 43.50 |
Chowdhary A, 2018, J AntimicrobChemother | A multicentre study of antifungal susceptibility patterns among 350 Candida auris isolates (2009–17) in India: role of the ERG11 and FKS1 genes in azole and echinocandin resistance | 10.1093/jac/dkx480 | 261 | 43.50 |
Cleveland AA, 2012, Clin Infect Dis | Changes in incidence and antifungal drug resistance in candidemia: results from population-based laboratory surveillance in Atlanta and Baltimore, 2008–2011 | 10.1093/cid/cis697 | 260 | 21.67 |
TC: Total Citations |
Journal’s productivity on antifungal resistance in Candida spp.
Table 4 shows the journal sources with the topmost impact on antimycotic/antifungal drug resistance among Candida species and their associated diseases. Among the top 20 journals, the journal Antimicrobial Agents and Chemotherapy recorded the highest number of articles, totaling 268 (8.38%), followed by the Medical Mycology journal and Journal of Clinical Microbiology in second and third positions with a total number of articles equal to 125 (3.91%) and 121 (3.78%) respectively.
Table 4: Top impact sources on drug resistance in Candida spp. From 2002-2023. | ||
Source | No. of Articles | Percentage (%) |
Antimicrobial Agents and Chemotherapy | 268 | 8.38 |
Medical Mycology | 125 | 3.91 |
Journal of Clinical Microbiology | 121 | 3.78 |
Mycoses | 82 | 2.56 |
Frontiers in Microbiology | 78 | 2.44 |
Mycopathologia | 76 | 2.38 |
Journal of Antimicrobial Chemotherapy | 72 | 2.25 |
Journal of Fungi | 62 | 1.94 |
PLOS One | 58 | 1.81 |
Journal De Mycologie Medicale | 46 | 1.44 |
Diagnostic Microbiology and Infectious Disease | 45 | 1.41 |
Journal of Medical Microbiology | 35 | 1.09 |
International Journal of Antimicrobial Agents | 34 | 1.06 |
BMC Infectious Diseases | 33 | 1.03 |
Clinical Microbiology and Infection | 32 | 1.00 |
European Journal of Clinical Microbiology and Infectious Diseases | 31 | 0.97 |
Jundishapur Journal of Microbiology | 30 | 0.94 |
FEMS Yeast Research | 25 | 0.78 |
Clinical Infectious Diseases | 22 | 0.69 |
Scientific Reports | 22 | 0.69 |
Details of most active and cited countries
The United States of America took the lead among the top 20 most active and cited countries with the highest number of articles [n = 536 (16.80%)], a TC of 30,478, and an average article citation (AAC) of 56.90. Brazil was the second most productive country, with 369 (11.50%) published articles within the period; and, the articles received the second most TC of 6,765 (AAC=18.30), while China came third in publication numbers but fifth in TC after Italy and India that came third and fourth respectively (Table 5). Although there were significant collaborations between authors from different countries (inter-country collaboration), most research outputs were single-country publications (SCP). For instance, out of the 536 publications by the United States of America, 420 (78.34%) were SCP, while only 116 (21.66%) articles were multiple-country publications (MCP). Brazil and China also had a similar trend (Table 5).
Table 5: Country impact on drug resistance in Candida spp. and associated diseases. | ||||||||
Corresponding author’s country | Most cited countries | |||||||
Country | No. of Articles | % of total article | SCP | MCP | MCP_Ratio | Country | TC | AAC |
USA | 536 | 16.80 | 420 | 116 | 0.216 | USA | 30478 | 47.45 |
Brazil | 369 | 11.50 | 301 | 68 | 0.184 | Brazil | 6765 | 19 |
China | 316 | 9.90 | 264 | 52 | 0.165 | Italy | 5691 | 14.72 |
India | 207 | 6.50 | 163 | 44 | 0.213 | India | 5393 | 29.43 |
Spain | 156 | 4.90 | 113 | 43 | 0.276 | China | 4608 | 26.12 |
Italy | 145 | 4.50 | 103 | 42 | 0.29 | Spain | 4365 | 18.76 |
Iran | 129 | 4.00 | 109 | 20 | 0.155 | United Kingdom | 3071 | 37.22 |
Turkey | 127 | 4.00 | 113 | 14 | 0.11 | France | 2876 | 88.51 |
Japan | 98 | 3.10 | 85 | 13 | 0.133 | Portugal | 1928 | 37.51 |
France | 79 | 2.50 | 66 | 13 | 0.165 | Switzerland | 1755 | 32.07 |
Portugal | 66 | 2.10 | 45 | 21 | 0.318 | Germany | 1706 | 15.18 |
Korea | 54 | 1.70 | 52 | 2 | 0.037 | Australia | 1578 | 29.84 |
Germany | 50 | 1.60 | 25 | 25 | 0.5 | Czech Republic | 1479 | 23.6 |
Poland | 46 | 1.40 | 41 | 5 | 0.109 | Iran | 1361 | 27.58 |
United Kingdom | 46 | 1.40 | 26 | 20 | 0.435 | Korea | 1253 | 12.71 |
Saudi Arabia | 45 | 1.40 | 27 | 18 | 0.4 | Turkey | 1237 | 43.36 |
Australia | 39 | 1.20 | 24 | 15 | 0.385 | Japan | 1001 | 27.11 |
Mexico | 35 | 1.10 | 26 | 9 | 0.257 | Canada | 878 | 9.29 |
South Africa | 33 | 1.00 | 20 | 13 | 0.394 | Netherlands | 730 | 30.78 |
Switzerland | 32 | 1.00 | 16 | 16 | 0.5 | Denmark | 663 | 35.21 |
TC: Total Citations; SCP: Single-Country Publication (intra-country collaboration); MCP: Multiple-Country Publications (inter-country collaboration); AAC: Average Article Citations |
Collaboration and networking by researchers, institutions, and countries Figures 3a-c below show collaborations between authors, institutions, and countries on research related to antifungal drug resistance in Candida spp. and their infections. Each author (Figure 3a), institution (Figure 3b), and country (Figure 3c) is represented by a circle, with the size of each circle indicating the total number of publications, connected with interlinked lines indicating co-publications. The thickness of the line also indicates the strength of the collaboration. Though very dense network lines connect the authors in Figure 3a, only author Pfaller MA has very robust collaboration with other authors (especially Diekema DJ, Messers SA, and Castanheira M) among the topmost authors analyzed in this study in terms of research outputs. Equally, the institutional network analysis result also showed dense network lines; however, there is more robust intra-country institutional collaboration as evidenced by the strong institutional collaboration among US universities regarding research outputs. Figure 3c depicts active collaboration among countries, especially in North and, Southern America, Europe, and Asia. The United States of America has the most outstanding collaborative efforts with other countries, including Brazil, the United Kingdom, Spain, and China, while only South Africa featured on the list out of 53 African countries.
Picture 3: The collaboration network analyses. (a)Authors’ collaboration network, (b) Institutional collaboration network, (c) Countries’ collaboration network.
Table 6 shows the list of 20 most frequently used keywords in research related to antifungal drug resistance in Candida spp., out of 4,113 and 4281 for Keywords-plus (ID) and Author keywords (DE), respectively. The ID and DE have eight keywords in common: Candida albicans, bloodstream infections/candidemia, fluconazole, susceptibility, resistance, amphotericin-B, antifungal susceptibility, and antifungal agents. The first five among the top 20 keywords listed under the ID include albicans (n = 906; 22.03%), epidemiology (n = 678; 16.48%), fluconazole (n = 564; 13.71%), susceptibility (n = 445; 10.82%), and resistance (n = 444, 10.80%). At the same time, the 5top DE include Candida (n = 478; 11.17%), Candida albicans (n = 392; 9.16%), Candidemia (n = 277; 6.47%), Candidiasis (217; 5.07%), and Antifungal (199; 4.65%). Twelve keywords were unique to the Keywords-plus, out of which related words such as epidemiology, risk factors, and surveillance co-exist. Also, twelve keywords were unique to the author keywords; however, it featured prominently the Candida genus and its different species which have shown antifungal drug resistance globally, including Candida glabrata, Candida auris, and Candida tropicalis.
Table 6: Top 20 keywords on drug resistance in Candida spp. and associated diseases. | |||||
Keywords plus (ID) | Author keywords (DE) | ||||
Words | Frequency | % | Words | Frequency | % |
albicans | 906 | 22.03 | Candida | 478 | 11.17 |
Epidemiology | 678 | 16.48 | Candida albicans | 392 | 9.16 |
Fluconazole | 564 | 13.71 | Candidemia | 277 | 6.47 |
Susceptibility | 445 | 10.82 | Candidiasis | 217 | 5.07 |
Resistance | 444 | 10.80 | Antifungal | 199 | 4.65 |
Amphotericin-B | 319 | 7.76 | Fluconazole | 198 | 4.63 |
Infections | 311 | 7.56 | Candidaspp | 187 | 4.37 |
Surveillance | 278 | 6.76 | Candida glabrata | 179 | 4.18 |
Blood-stream infections | 264 | 6.42 | Candida auris | 173 | 4.04 |
Identification | 258 | 6.27 | Biofilm | 168 | 3.92 |
In-vitro | 258 | 6.27 | Antifungal susceptibility | 121 | 2.83 |
Risk-factors | 250 | 6.08 | Resistance | 117 | 2.73 |
Invasive candidiasis | 249 | 6.05 | Vulvovaginal candidiasis | 115 | 2.69 |
Antifungal susceptibility | 225 | 5.47 | Candida species | 113 | 2.64 |
Mechanisms | 188 | 4.57 | Antifungal activity | 109 | 2.55 |
Management | 187 | 4.55 | Antifungal resistance | 104 | 2.43 |
Caspofungin | 184 | 4.47 | Susceptibility | 90 | 2.10 |
Agents | 164 | 3.99 | Amphotericin b | 87 | 2.03 |
Therapy | 162 | 3.94 | Antifungal agents | 87 | 2.03 |
Mortality | 154 | 3.74 | Candida tropicalis | 84 | 1.96 |
Figure 4 shows the conceptual landscape of the various thematic areas in the top twenty articles on antifungal drug resistance and associated diseases among Candida spp. The analysis of the thematic areas showed they were distributed in 3 main clusters with different colors. The primary research focus in the blue cluster consists of themes related to epidemiology/surveillance of diseases associated with Candida spp., including candidiasis, invasive candidiasis, candidemia, risk factors, mortality, diagnosis, critically ill patients, and management/therapy. The red cluster features prominent themes on determining in vitro antifungal activity of various types of mycotic agents, including fluconazole, voriconazole, caspofungin, and amphotericin B. It also features the determination of virulence and resistance in the yeast organisms. Lastly, the third cluster in green consists mainly of themes about the in-vitro activities and pharmacokinetics of echinocandins and its different types/derivatives, including caspofungin, micafungin, and anidulafungin. The main thematic areas of the study did not reveal other pertinent themes related to searching for novel antifungal small molecule inhibitors, new antifungal peptides, and natural/semi-synthetic chemical compounds that could be used to combat the scourge of drug/multidrug-resistant Candida species. Furthermore, research areas that deal with the determination of novel drug targets, in-vivo assessment, or clinical trials of novel antifungal agents still need to be included, as well as the development of novel diagnostic techniques.
Picture 4: Thematic areas and conceptual landscapes by multiple correspondence analysis(MCA) of top 20 articles on antifungal drug resistance and associated diseases among Candida species.
This scientometric study was carried out to provide an overview of the global research landscape on antifungal resistance in Candida spp. and their associated infections, based on data retrieved from WoS and Scopus data bases for over two decades (spanning January 2002-February 2023). There has been a relatively consistent increase in publication output in this area over the last twenty years (an almost perfectly linear increase, as shown in Figure 2). However, some notable peaks depicting sharp increases in publication output could be identified during the period. This finding is comparable to the recent results by Rojas-Rodríguez, et al. [27], which reveal research output on antifungal resistance of only C. albicans to fluconazole in the past seventeen years. This further underscores the importance of drug resistance in Candida organisms to the global scientific community, as they are fast becoming formidable opportunistic pathogens of susceptible human populations globally [28].
The notable sharp increase in the number of research publications between 2009 and 2011 may be attributed to the emergence of drug-resistant strains of C. albicans and C. glabrata [13] as well as the identification of another pathogenic drug-resistant species of Candida(i.e., C. auris) in the year 2009 in Japan [29]. Since its discovery, C. auris has become a global challenge, spreading to every continent [28,30]. The global increase in the incidence of drug-resistant strains of Candida spp., especially the spread of C. auris to other places like North America [31], Europe [32], and South Africa [33] around 2012 to 2017, could have also contributed to the noticeable upsurge in published articles in 2015. Although there was a noticeable decline in number of articles published in 2016, the further worldwide spread of the pathogen within five years spanning 2017-2021, to countries such as India, Pakistan, South Africa, Norway, Japan, Korea, Kuwait, Kenya, Israel, Canada, Venezuela, Spain, Germany, and many other countries, as observed by Kaur, et al. (2021), likely contributed to the steady increase in published articles recorded for the period, coupled with the aggravating co-infection incidences of COVID-19 with various Candida spp., causing COVID-19-associated candidiasis (CAC) [34-36]. This noticeable response of researchers to the emerging multidrug-resistant infectious agents in the Candida genus is commendable. It is an effort in the right direction as the world strives to attain Sustainable Development Goals, one of which is health for all (SDG3), although more is yet to be done regarding pathogenic fungi [13].
Looking at the list of the 20 most productive authors globally on the topic under evaluation, the authors from the United States of America are taking the lead. The majority of the leading authors in the field are from the country. As in other fields of scientific research, the most productive publications are associated with authors from the United States of America and other developed countries in the global north. These findings further confirm the active roles that the world’s developed countries are playing in the fight against infectious diseases, considering their high level of commitment to research, unlike those in developing regions such as Africa [37]. However, many factors have been identified that contribute to the research divide as observed between the global North and the global South [38].
Nevertheless, as the world has become a global village, where the transmission of an infectious agent could occur spontaneously, as was experienced in the case of recent COVID-19, there is a need for every region of the world to be carried along to ensure an all-encompassing global health. International collaboration will go a long way to help the world’s low and middle-income countries (LMIC) and overcome the resource and expertise deficit [39]. Most of the time, it is not that researchers in developing countries are folding their arms; however, the paucity of funds contributes majorly to their inability to showcase their research findings. For example, many quality research findings from developing regions that could have contributed to global data usually go unnoticed. This may be due to financial constraints limiting access to high-ranking journals that could help them gain visibility due to the high cost of publishing faced after much struggle to conduct such research amidst the paucity of funds [40].
The need for publishing quality research findings in high-impact journals must be considered. It may also help to ensure wider visibility and enhance the dissemination of research findings, which would support stakeholders in policy-making. The recent escalating emergence of multidrug-resistant strains of Candida spp. has further necessitated the need for all-encompassing efforts by all stakeholders in the knowledge industry, including publishing companies, to support the initiative of the WHO in bridging the knowledge gap in antimicrobial resistance surveillance, especially in fungal organisms. An example of this effort includes further calls for reduced article processing charges in open access (OA) journals. Such a reduction will significantly help promote data sharing and make quick access to important information possible, as experienced during the COVID-19 pandemic [41,42]. It has been asserted that only 10 to 15% of the amount charged to the authors as APC is required as running costs for publishing an article. Hence, publishers, as part of their corporate contribution to humanity, could lower their profit margin to make, especially, health-related research publications more visible by charging the lowest APC as possible [42]. Such a gesture will go a long way to complement the step taken by the WHO in incorporating antimicrobial resistance surveillance for pathogenic Candida spp. into the GLASS [13].
Notably, in this study, only two (10%) out of the twenty leading authors are female (Table 2), namely Castanheira Mariana of JMI Laboratories Incorporated, North Liberty, United States, and Sharon Chen, an Australian infectious disease expert, and also the Director, Centre for Infectious Diseases and Microbiology Laboratory Services, Westmead Hospital, Australia. It has been asserted strongly in a recent study that women are less recognized for their scientific contributions on patents and publications than their male counterparts, and such disparities could lead to difficulties in attracting women to the field of science and retaining senior female scientists [43]. Though the number of female researchers among the top twenty most prominent authors was examined in this study, the low percentage could still be explained based on the recent findings of Ross, et al. [43]. It further reiterates the need to encourage women scientists in terms of access to funding, among many other incentives. This will go a long way to ensure gender equality and women’s empowerment as entrenched in Sustainable Development Goal 5 (SDG 5) by 2030.
Although a collaborative network exists between researchers, their institutions, and countries regarding research on the antifungal resistance in Candida spp. and their associated diseases globally, greater collaboration is required, especially between researchers in developed and developing countries [41,44]. For example, in this study, only South Africa out of the 57 African countries made the list of the top 20 actively collaborating countries on research focusing on antifungal resistance in Candida. This is not surprising, as it has been asserted that almost all African countries lack an effective surveillance system for mycotic infections except for South Africa. Also, it has been identified that only the country has a national mycology reference laboratory in the whole of the continent [44]. In a recent study, logistics has been identified as one of the most prevalent barriers to international collaborations among scientists, in addition to political and cultural barriers [45]. Infrastructural deficits due to lack of inadequate funding need to be addressed headlong by political players, policy makers, and funding agencies to facilitate international collaboration among scientists in developed and developing countries, to achieve the goal of health for all. The call for such a formidable collaboration becomes highly imperative as a global health problem requires global stakeholders’ collective involvement in solving it [46], as it was experienced during the COVID-19 pandemic [39].
The evaluation of the prominent thematic areas and keywords in the field of antifungal resistance in Candida spp. showed the robustness of research efforts in many areas of importance. However, from our observation, contributions to some notable areas are urgently needed. These include research areas determining novel drug targets, in vivo assessment, and clinical trials of novel antifungal agents. Although there have been many frantic efforts by scientists in combing new antifungal agents, both from synthetic and natural products in recent years [47,48], a poor approval of novel antifungal drugs for human use has been rare [5]. Many novel antimycotic drugs, such as VT-119 and Nikkomycin, with different mechanisms and targets compared to those in use, are in different stages of clinical development, requiring significant funding of dedicated research to make them available [5,49]. The need to facilitate programs that specifically provide funding for anti-mycological research has become highly imperative to further promote the development of efficient antifungal drugs that could be used in combating resistant fungal strains and reduce mortality due to their infections [5]. Furthermore, the need for new, fast, and efficient diagnostic techniques that will facilitate an early diagnosis of Candida-related infection must be addressed to forestall their misdiagnosis and prevent incorrect therapeutic interventions (WHO, 2019).
In conclusion, this study evaluated scientometric research progress on antimycotic/antifungal drug resistance among Candida species and their associated diseases from 2002 to date. A steady and seemingly linear increase in published documents was observed on the subject under discussion within the period of the survey. Authors in the world’s developed regions, their institutions and countries have significantly contributed to advancing research on antifungal resistance in Candida spp. and their associated diseases. However, this study has revealed the need for appropriate research attention on fungal and antimycotic resistance or MAFR, more inter-country collaboration, especially between the developed countries and the low and middle-income countries of the world, to ensure formidable efforts in combating the emergence of drug-resistance among Candida organisms. As the whole world has become a global village, the spread of infectious agent and their associated diseases has become highly sporadic, as experienced recently in the case of COVID-19. Therefore, no region is truly safe if others remain vulnerable to infectious diseases. This further reiterates the need for global synergistic efforts in research towards fighting the drug resistance menace in Candida organisms and many others. Also, the need for more efforts to unravel novel drug targets and develop new antifungal drugs with greater efficiency in treating multidrug-resistant strains of Candida organisms must be given utmost attention. Therefore, there is a need for future research to focus on developing novel diagnostic methods for the early detection of novel Candida spp. and their antifungal resistance traits among infected patients. This will help the implementation of appropriate control/management options to safeguard global health.
Limitations of the study
The study is limited by excluding articles published in other languages and articles that do not conform to topic-specific search codes/algorithms. The removal of non-English language format, public health system/government intervention newsletters, and other unrelated/unassociated articles which may focus on fungi other than Candida spp. and their antifungal resistance search terms, and the database employed for retrieval of details. Furthermore, other documents published on Candida in combination with bacteria, viruses, and other groups of organisms were excluded. However, we are assured of the quality of the research, with the extensive search of the ISI WoS and Scopus databases, using keywords that enable the synthesis of past and present studies for future preparedness.
Author contributions
Kayode Olayinka Afolabi and Hope Onohuean: Conceptualization; Hope Onohuean: Methodology, Software, Data curation; Kayode Olayinka Afolabi and Bright E Igere: Writing- Original draft preparation; Kayode Olayinka Afolabi, Bright E. Igere, Maryam Bello-Akinosho, Hope Onohuean, and Carolina Pohl-Albertyn: Writing- Reviewing and Editing. All authors read and approved the final manuscript.
The authors wish to appreciate the efforts of researchers and investigators globally in ensuring the continuity of the struggle against the ravaging world of infectious agents. Let the good works continue; we will win the struggle for survival if we faint not.
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