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Past Achievements, Present Gaps, and Future Priorities in Pneumocystis jirovecii Research: A Global Bibliometric Analysis

Submitted:

11 April 2026

Posted:

14 April 2026

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Abstract
Pneumocystis jirovecii is an opportunistic fungal pathogen responsible for Pneumocystis pneumonia (PCP), a severe infection that remains a major cause of morbidity and mortality among immunocompromised patients, particularly in non-HIV immunosuppressed populations. Despite its recognized clinical relevance and inclusion in the World Health Organization’s Fungal Priority Pathogens List, important gaps persist in its diagnosis, epidemiology, and therapeutic management. This study provides a comprehensive bibliometric analysis of global scientific production on P. jirovecii using Scopus as the primary data source. Publications were evaluated for temporal trends, document types, authorship patterns, in-stitutional productivity, collaboration networks, funding sources, the-matic evolution, and journal distribution, with additional comparison against other major pneumonia-associated pathogens. A total of 27,396 articles published between 1916 and 2025 were identified. Over the last 50 years, scientific output increased from 10,382 publications in 1975–2000 to 16,496 in 2001–2025, representing an overall growth of 58.9%. Early research expansion was strongly shaped by the HIV/AIDS epidemic, whereas the post-2000 period reflected advances in molecular diagnostics, taxonomic clarification, and broader attention to non-HIV immunosuppressed populations. Although the field has become more diversified and clinically integrated, persistent structural inequities and underinvestment continue to limit progress, particularly in low- and middle-income settings.
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1. Introduction

Pneumocystis jirovecii (historically referred to as Pneumocystis carinii in earlier literature) is an opportunistic fungus with a predominantly pulmonary tropism, capable of causing a potentially life-threatening pneumonia in immunocompromised individuals [1,2,3]. Pneumocystis pneumonia (PCP) typically occurs in patients with impaired cell-mediated immunity, including individuals living with human immunodeficiency virus (PLHIV) infection, patients with malignancies—particularly hematologic neoplasms—transplant recipients, and individuals receiving immunosuppressive therapies, such as prolonged glucocorticoid use in combination with other immunomodulatory agents [4,5].
From a historical perspective, Pneumocystis gained epidemiological relevance following its identification as a cause of pneumonia in postwar Europe and later achieved global prominence during the HIV epidemic of the 1980s, when PCP became established as a defining opportunistic infection of acquired immunodeficiency syndrome (AIDS) [6,7]. The introduction of primary prophylaxis and the widespread implementation of combined antiretroviral therapy (HAART/cART) led to a substantial decline in the incidence of PCP among HIV-infected populations [8,9]. Nevertheless, the disease continues to represent a major clinical challenge, particularly in settings of HIV-unrelated immunosuppression, where presentation is often more abrupt, the clinical course more fulminant, and mortality significantly higher [5,10].
It is currently estimated that Pneumocystis infections have an approximate annual global incidence of 505,000 cases, with an associated mortality rate of 42.4%, corresponding to nearly 214,000 deaths per year [11]. In this context, and in recognition of its significant clinical impact as well as the persistent challenges related to timely diagnosis, effective treatment, and prevention, P. jirovecii has been included in the World Health Organization’s Fungal Priority Pathogens List, within the medium-priority group [12]. This classification aims to guide research efforts, the development of diagnostic and therapeutic tools, and the implementation of global public health strategies, with the purpose of reducing the disease burden and mortality associated with this pathogen. In doing so, it seeks to contribute to the achievement of Sustainable Development Goal 3, which focuses on ensuring healthy lives and promoting well-being for all populations, particularly through the control of communicable diseases and the reduction of preventable mortality [13].
Despite its well-recognized clinical and epidemiological relevance, research on P. jirovecii continues to be marked by substantial knowledge gaps. These limitations encompass fundamental aspects of the pathogen’s biology, including its life cycle, the mechanisms regulating the transition from asymptomatic colonization to invasive disease, and the true dynamics of transmission across different populations and healthcare settings [14,15].
Consistent with these fundamental uncertainties, the diagnosis of PCP remains a significant challenge. The standardized differentiation between colonization and active pneumonia is particularly complex in patients without HIV infection, in whom lower fungal burdens compromise the performance and reproducibility of currently available biomarkers [16]. In addition, there is a scarcity of robust evidence linking genetic alterations in P. jirovecii to therapeutic failure and adverse clinical outcomes, as well as a limited availability of comparable data on molecular epidemiology at the genotype level and on the occurrence of nosocomial outbreaks [17,18].
Across these domains, these gaps are profoundly shaped by the inability to reproducibly culture P. jirovecii in vitro, which restricts experimental investigation of its biology, precludes the performance of standardized antifungal susceptibility testing, and limits both the development of new therapeutic strategies and the functional validation of molecular findings [15,19].
This information gap is particularly relevant in low- and middle-income countries, where the true burden of PCP remains uncertain or underestimated, and limitations in research resources further exacerbate inequalities in evidence generation and in the comprehensive understanding of the pathogen [20,21].
In this context, the objective of the present study is to conduct a bibliometric analysis of the scientific literature on P. jirovecii, examining historical evolution and current trends in order to identify areas of greater and lesser development, scientific collaboration networks, and emerging lines of research, thereby providing an objective framework to help guide future investigations and clinical and public health strategies in this field.

2. Materials and Methods

2.1. Data Source and Bibliographic Time Window

This study used Scopus® https://www.scopus.com as the primary bibliographic database due to its extensive multidisciplinary coverage, which includes more than 28,000 high-impact scientific journals, as well as the availability of standardized metadata fields suitable for bibliometric and scientometric analyses [22,23]. Scopus shows substantial overlap with Web of Science in its indexing of high-impact journals and also covers a considerable proportion of the biomedical literature included in PubMed. However, its broader and more multidisciplinary scope incorporates additional sources not indexed in these databases. Therefore, Scopus represents a robust and appropriate source for conducting comprehensive bibliometric analyses [24].
The search was conducted using the Advanced Search interface of Scopus, and the dataset was retrieved and exported on 9 February 2026. To assess the historical evolution of scientific production, two distinct temporal windows were considered: 1975–2000 and 2001–2025.

2.2. Search Strategy

A structured search strategy was designed to identify scientific literature related to P. jirovecii and Pneumocystis pneumonia (PCP). The query was applied to the Title, Abstract, and Author Keywords fields using the Scopus TITLE-ABS-KEY operator. The search equation combined terms related to both the etiological agent and the associated clinical descriptors.
Exact query used in the Scopus Advanced Search (as executed):
[TITLE-ABS-KEY ("Pneumocystis jirovecii") OR TITLE-ABS-KEY ("Pneumocystis carinii") OR TITLE-ABS-KEY (pneumocystosis) OR TITLE-ABS-KEY ("Pneumocystis pneumonia")].
After the initial search, the bibliometric analysis was restricted to two temporal periods, 1975–2000 and 2001–2025, in order to evaluate changes in scientific output over time. No language restrictions were applied, allowing a comprehensive assessment of the global scientific production on this topic.

2.3. Bibliometric Data Extraction

For each retrieved record, bibliographic and bibliometric metadata fields available in Scopus were extracted to support performance analysis and scientific mapping. The indicators analyzed included:
  • ▪ Productivity indicators: year of publication, document type, source title, and subject area.
  • ▪ Collaboration indicators: authorship information, institutional affiliations, and countries/regions, used to assess co-authorship patterns.
  • ▪ Thematic indicators: author keywords and indexed keywords (when available), used for co-occurrence analysis and thematic mapping.
  • ▪ Source indicators: leading journals/sources based on publication volume and citation impact, according to citation counts provided by Scopus.

2.4. Bibliometric Data Analysis

A standard bibliometric workflow was adopted, consisting of the following steps:
  • ▪ Retrieval of records from Scopus using the predefined query and filters.
  • ▪ Export of the resulting dataset (9 February 2026).
  • ▪ Descriptive analysis of publication and citation patterns.
  • ▪ Network visualization through scientific mapping.
Descriptive analyses included the assessment of annual publication trends, distribution by document type and subject area, and identification of the most productive and/or most cited sources, countries, institutions, and authors, as appropriate.
Scientific mapping and network visualization were performed using VOSviewer, generating bibliometric network maps such as keyword co-occurrence and co-authorship networks, depending on the scope defined in the Results section.
Unless otherwise stated, no additional manual exclusions were applied beyond the predefined Scopus filters (time window and search strategy). If any post-retrieval relevance screening was conducted—for example, removal of false positives due to terminological ambiguity—the number of excluded records and the exclusion criteria would be explicitly reported in this subsection.

2.5. Comparative Bibliometric Analysis of Major Pneumonia-Associated Pathogens (2001–2025)

To contextualize the scientific development of P. jirovecii research within the broader landscape of pneumonia-associated pathogens, a comparative bibliometric analysis was conducted focusing on major bacterial, viral, and fungal etiological agents of pneumonia. The analysis was restricted to publications indexed in Scopus between January 1, 2001, and December 31, 2025.
Structured search queries were designed using the TITLE-ABS-KEY field to retrieve publications explicitly addressing pneumonia in association with each pathogen. The search strategy for each pathogen is shown in Supplementary Material 1.
All searches were conducted on the same date to ensure consistency of database coverage. No language restrictions were applied. Document types were not limited in order to capture the overall volume of scientific production across pathogens.
The primary outcome measure was the total number of publications retrieved for each pathogen during the study period. The objective of this comparative approach was not to perform pathogen-specific epidemiological analysis, but rather to evaluate relative research intensity and thematic prioritization within the global scientific agenda on pneumonia.
Given the exceptional surge in publications following the emergence of the COVID-19 pandemic, results related to SARS-CoV-2 were interpreted with caution and considered separately in the discussion to account for post-2020 publication inflation.

3. Results and Discussion

3.1. Publication Output and Document Types

The bibliographic search strategy retrieved a total of 27,396 documents published between 1916 and 2025, confirming a sustained scientific output spanning more than a century of research on Pneumocystis and PCP.
When the analysis was restricted to the period 1975–2000, corresponding to the first 25 years of the modern bibliographic window considered in this study, 10,382 publications were identified. Of these, 7,377 were original research articles, followed by 951 reviews, 885 letters, 504 conference papers, and 302 notes, while the remaining documents were classified under other document types. During this period, scientific output was predominantly published in English, French, German, and Spanish, reflecting the historical leadership of Europe and North America in this field of research. The distribution of document types across the analyzed time periods is shown in Figure 1.
In contrast, the analysis of the 2001–2025 period revealed a substantial increase in scientific production, with a total of 16,496 documents published. Within this set, 11,551 were research articles, 2,554 were reviews, 970 were letters, 373 were conference papers, and 343 were notes, while the remaining publications were grouped into other categories. During this stage, English became the clearly dominant language, followed by Spanish, and to a lesser extent Chinese, French, and Japanese, suggesting a geographic expansion of scientific interest and increased participation from non-Western regions in contemporary research.
Considering the publications produced between 1975–2000 (n = 10,382) and 2001–2025 (n = 16,496), a substantial increase in scientific output was observed, with an overall growth of approximately 58.9%. This increase was not abrupt but rather sustained over time, as reflected by an average annual growth rate of approximately 1.87% per year, suggesting a progressive and steady expansion.

3.2. Publications by Year and the More Cited Keywords

Based on the collected data, a keyword co-occurrence analysis integrated with scientific production over time was performed, allowing the identification of the main thematic clusters and their historical evolution (Figure 2). The decade-based analysis (Figure 3) demonstrates a close correspondence between changes in scientific output and the conceptual development of Pneumocystis research between 1916 and 2025.
Between 1975 and 1980, scientific output remained relatively low and stable, reflecting an early exploratory phase dominated by descriptive clinical reports, histopathological observations, and case-based studies. During this period, prevailing themes focused on the basic clinical characterization of PCP in immunocompromised patients, in the absence of a clearly defined global epidemiological framework.
In contrast, the decade from 1981 to 1990 was characterized by a progressive increase in publications, coinciding with the emergence of the HIV/AIDS epidemic. This expansion was accompanied by a broadening of thematic scope toward core biomedical disciplines, including immunology, infectious diseases, and public health. As a result, PCP became firmly established as a key opportunistic infection—a shift that explains both the sustained growth in scientific output and the increasing diversification of research approaches during this period.
The temporal analysis of scientific output on Pneumocystis and pneumocystosis shows sustained growth throughout the twentieth century, interrupted by a transient plateau toward the late 1990s. In particular, between 1997 and 2000, a relative decline in the number of publications is observed, giving rise to a non-linear dynamic characterized by a brief stagnation followed by a sustained rebound in subsequent decades (Figure 3). This pattern does not reflect random fluctuations in academic interest, but rather mirrors structural transformations in the clinical, epidemiological, and methodological context of the field. The observed plateau temporally coincides with the introduction and rapid expansion of highly active antiretroviral therapy (HAART) in high-income countries, together with primary prophylaxis using cotrimoxazole, which led to an abrupt decline in the incidence and mortality of PCP among people living with HIV [8,25,26,27,28].
In this context, the disease ceased to be perceived as a dominant clinical emergency and came to be regarded as a largely controlled opportunistic infection, generating a perception of a “resolved problem” that reduced clinical urgency and the incentive for new therapeutic and epidemiological studies, thereby contributing to a transient contraction in the volume of publication [8,28,29]. This effect was further reinforced by a transitional technological gap during the same period, as molecular biology tools were not yet sufficiently standardized or widely available. This limitation constrained the formulation of new research questions related to fungal burden quantification, the differentiation between colonization and active infection, and the exploration of the pathogen’s genetic diversity [30,31].
In contrast, the sustained increase in publications from the early 2000s onward reflects a qualitative reconfiguration of the field. The progressive standardization of molecular techniques—particularly PCR and later real-time PCR—redefined diagnostic approaches and enabled new lines of research focused on pulmonary colonization, fungal burden dynamics, and pathogen detection in less invasive samples, thereby substantially expanding the range of clinical and epidemiological questions that could be investigated [32,33]. In parallel, the taxonomic recognition of P. jirovecii as the species specific to humans prompted conceptual revisions, reinterpretations of historical series, and comparative studies, reinforcing its identity as a highly specialized, strictly host-dependent fungus [1,34,35,36].
This was accompanied by a shift in the epidemiological profile of the disease. In the post-HAART era, pneumocystosis gained greater relative relevance in non-HIV populations—including transplant recipients, patients with malignancies, those receiving immunosuppressive therapies, or critically ill individuals—in whom clinical presentation is often more severe and diagnosis more delayed, reintroducing Pneumocystis as an ongoing clinical challenge and stimulating observational, prognostic, and therapeutic management studies [9,37,38,39]. Moreover, it became evident that the benefits of antiretroviral therapy critically depended on treatment adherence and the appropriate management of therapeutic regimens [25]. Exposure to prior monotherapies, treatment interruptions, and suboptimal adherence favored the selection of resistant viral variants, leading to virological failure and incomplete recovery of cellular immunity [40]. In this context, these factors may also have contributed, to a lesser extent, to the occurrence of opportunistic infections, including PCP, thereby helping to reactivate clinical and epidemiological interest in the disease [8].
Finally, between 2021 and 2025, scientific production remained at high levels, with moderate year-to-year fluctuations. Figure 3 suggests a stabilization of the field at a high productivity threshold, with a thematic emphasis oriented toward clinical outcomes, therapeutic management, and emerging research contexts. During this period, a transient increase in publications associated with the COVID-19 pandemic is also observed [41,42]. The apparent decline observed in the final year should be interpreted with caution, as it is likely attributable to delays in indexing processes rather than to a genuine reduction in scientific activity.

3.3. Authors

The analysis of the most prolific authors by temporal periods (Table 1) reveals a clear differentiation between the foundational phase of the field (1975–2000) and its stage of consolidation and diversification (2001–2025). During the 1975–2000 period, scientific production was markedly concentrated among a small group of pioneering researchers, led by Walter T. Hughes, Peter D. Walzer, and Henry Masur. These authors combined high productivity with substantial scientific impact, as reflected by elevated average citation counts and high h-index values. This core group was predominantly affiliated with academic and clinical institutions in the United States, underscoring the central role of this country in the early generation of knowledge on Pneumocystis.
In contrast, the 2001–2025 period shows a partial reconfiguration of scientific leadership, led by Andrew Harold Limper and David W. Denning, alongside the continued presence of previously established authors and the emergence of new key contributors. This stage is characterized by greater geographic diversity, with a more visible presence of European institutions—particularly from the United Kingdom and France—as well as a sustained increase in average author impact, suggesting enhanced international visibility and influence of research during this period.
Taken together, these patterns reflect not only the historical evolution and thematic maturation of the field, but also a persistent geographic asymmetry in knowledge production. The concentration of scientific leadership in high-income countries highlights the need to promote and strengthen the development of leaders in the field of mycoses in low- and middle-income countries, where these infections remain closely associated with underdiagnosis, limited diagnostic infrastructure and funding, and consequently high morbidity and mortality rates. From this perspective, identifying these gaps represents a strategic opportunity to guide capacity-building efforts, international collaboration, and the generation of locally relevant evidence in settings with a higher disease burden.

3.4. Most Productive Countries

The geographic distribution of scientific production on Pneumocystis shows a marked concentration in a limited number of countries across both study periods (Figure 4). Between 1975 and 2000, the United States dominated global output (n = 4,581), followed at a considerable distance by Canada (n = 218) and Australia (n = 131). European countries such as France, Germany, the United Kingdom, Italy, and Spain showed moderate but comparatively lower contributions, while production from Latin America, Africa, and most of Asia remained limited during this initial phase.
In contrast, the 2001–2025 period reveals both consolidation and geographic diversification of research activity. Although the United States maintained its leading position (n = 5,318), substantial growth is observed in China (n = 1,208), Canada (n = 549), India (n = 521), Australia (n = 480), and Brazil (n = 331). European countries collectively increased their output, and a noticeable expansion of scientific contributions emerged from Asian countries, the Middle East, and South America. Despite this broader participation, research productivity remains unevenly distributed, with North America, Western Europe, and selected Asian countries accounting for most global publications.
When evaluating the international collaboration network analysis for the most recent years, a highly centralized structure is observed, with the United States functioning as the main global hub (Figure 5). European countries form a dense and highly cohesive collaborative cluster, characterized by strong intra-regional interactions. In parallel, Asian countries—particularly China, Japan, and South Korea—exhibit rapid growth and increasing centrality within the network, reflecting their progressive consolidation in the field. In contrast, Latin America, Africa, and the Middle East remain in more peripheral positions, with collaboration patterns largely mediated through partners in North America and Europe, highlighting the persistence of structural asymmetries in global scientific production (Figure 5).

3.5. Most Productive Institutions

The analysis of the most productive institutions across the 1975–2000 and 2001–2025 periods reveal a profound reorganization of institutional leadership in Pneumocystis research (Figure 6 A-B). During the earlier period, scientific output was predominantly concentrated in United States–based institutions, particularly federal agencies and major academic medical centers such as the National Institutes of Health (NIH), VA Medical Centers, the Centers for Disease Control and Prevention (CDC), and universities with strong clinical traditions. This pattern reflects an initial phase of the field closely linked to the epidemiological and clinical response to the HIV/AIDS epidemic, in which knowledge generation was largely driven by public health priorities and descriptive clinical research.
In contrast, the 2001–2025 period shows a shift in the axis of productivity toward hospital-based networks and national research platforms, with a particularly strong emergence of European institutions. Notably, Inserm and the Assistance Publique–Hôpitaux de Paris lead in publication output and clearly exceed the maximum productivity levels observed in the earlier period (Figure 6). This shift suggests a structural transition of the field toward a phase of clinical and molecular consolidation, supported by large hospital cohorts, transplant and oncology programs, and other forms of non–HIV-related immunosuppression.
Despite this reconfiguration, a stable institutional core—including Mayo Clinic, Harvard Medical School, UCSF, the NIH, and the University of Cincinnati—remains prominent across both periods. This continuity indicates that sustained productivity in the field depends on advanced diagnostic infrastructure, access to complex clinical populations, and long-term continuity in research programs. At the same time, the reduced relative prominence of public health agencies in the later period reinforces the notion of a progressive shift toward high-complexity hospital settings.
Finally, Figure 6 also highlights a geographical expansion of the field, with the inclusion of leading institutions from Asia and Africa in the second period. Taken together, these findings indicate that the evolution of Pneumocystis research has been not only quantitative but also structural, transitioning from a concentrated and reactive model to a multinodal, internationalized, and clinically integrated research landscape.

3.6. Journals

The comparison of the most prolific journals between 1975–2000 and 2001–2025 highlights a substantial transformation in the publication landscape of Pneumocystis research (Table 2). During the earlier period, scientific output was dominated by high-impact general medical and infectious disease journals, including Chest, The New England Journal of Medicine, The Lancet, Annals of Internal Medicine, and Journal of Infectious Diseases, reflecting the central clinical relevance of PCP during the HIV/AIDS epidemic.
In parallel, the presence of specialized journals such as Journal of Protozoology and Journal of Eukaryotic Microbiology points to an early taxonomic and biological focus, when the classification and biology of the organism were still under active investigation, positioning the field at the interface between clinical medicine and fundamental biology.
By contrast, the 2001–2025 period shows a clear diversification and specialization of publication venues (Table 2). While Clinical Infectious Diseases remains a core outlet, there is a marked rise in transplantation- and hematology-focused journals, including Transplant Infectious Disease, Bone Marrow Transplantation, Biology of Blood and Marrow Transplantation, and Leukemia and Lymphoma, consistent with the epidemiological shift of Pneumocystis toward non-HIV immunosuppressed populations.
Additionally, the growing presence of case-report–oriented and open-access journals, such as BMJ Case Reports and BMC Infectious Diseases, suggests a fragmentation of the evidence base, with greater emphasis on heterogeneous clinical scenarios and rare presentations. The persistence of Journal of Eukaryotic Microbiology, albeit with reduced citation impact, indicates that fundamental biological research continues but now plays a complementary role within a predominantly clinical framework.
Overall, these patterns reflect the maturation of the field, characterized by a shift from generalist medical journals toward specialized clinical niches and a redefinition of how and where scientific impact in Pneumocystis research is generated and disseminated.

3.7. Sponsor

The analysis of the main funding sponsors reveals a strong predominance of United States federal agencies across both study periods (Figure 7). Between 1975 and 2000, funding was markedly concentrated in the National Institute of Allergy and Infectious Diseases (NIAID), which overwhelmingly led the number of sponsored publications, followed by the National Heart, Lung, and Blood Institute (NHLBI), the National Institutes of Health (NIH), and the National Cancer Institute (NCI). Other contributors included additional NIH-affiliated institutes and a limited number of non-U.S. organizations, indicating a highly centralized funding structure during the foundational phase of the field.
In contrast, the 2000–2025 period shows both consolidation and diversification of funding sources. While the NIH and NIAID remain the leading sponsors, a broader range of international agencies emerges, including the National Natural Science Foundation of China, the Japan Society for the Promotion of Science, the European Commission, and Instituto de Salud Carlos III. Additionally, industry sponsors such as Pfizer, Gilead Sciences, and Bristol-Myers Squibb appear among the most active contributors. This shift reflects a progressive internationalization of financial support and increased participation of Asian and European funding bodies, alongside sustained U.S. leadership.

3.8. Bibliometric Positioning of Pneumocystis jirovecii Relative to Other Pneumonia-Associated Pathogens

The comparative bibliometric analysis of pneumonia-associated pathogens reveals a marked imbalance in scientific production across etiological agents (Figure 8). As shown in Figure 8, bacterial pathogens such as Klebsiella pneumoniae, Streptococcus pneumoniae, and Staphylococcus aureus account for the largest share of publications, followed by viral agents, particularly SARS-CoV-2, which exhibits an unprecedented surge in output within a remarkably short time frame. In contrast, P. jirovecii remains substantially underrepresented in the global research landscape.
Notably, despite its relatively recent emergence, SARS-CoV-2 rapidly accumulated a volume of publications comparable to—or even exceeding—that of long-established bacterial causes of pneumonia (Figure 9). This phenomenon reflects the rapid mobilization of global funding, coordinated international research efforts, and prioritization at the highest public health levels during the COVID-19 pandemic. By comparison, pneumocystosis—although recognized for decades as a major opportunistic infection and associated with significant mortality in immunocompromised populations—has not experienced a proportional expansion in research output, as evidenced by the comparatively lower publication counts observed in Figure 8.
The disparity illustrated in Figure 9 likely reflects structural asymmetries in research investment rather than differences in clinical relevance alone. While the global response to COVID-19 demonstrated how rapidly scientific production can expand when substantial financial and political support is mobilized, pneumocystosis continues to receive comparatively limited attention despite its persistent burden among vulnerable populations. Given the growing number of immunosuppressed individuals worldwide—including transplant recipients, oncology patients, and individuals receiving biologic or immunomodulatory therapies—this imbalance raises concerns regarding whether current funding priorities adequately reflect evolving epidemiological realities. Strengthening investment in pneumocystosis research is therefore essential to ensure advances in diagnostics, prophylaxis, and therapeutic strategies are aligned with its ongoing clinical impact.

4. Final Considerations

The evolution of Pneumocystis research reflects a dynamic and increasingly complex field, shaped by changing epidemiological patterns and major advances in diagnostic technologies. As illustrated in Figure 9, knowledge has progressed from early microscopic observations and the initial clinical recognition of Pneumocystis pneumonia (PCP), through the pivotal HIV/AIDS era, to the taxonomic reclassification of P. jirovecii as a fungus and the consolidation of molecular diagnostic approaches. More recently, the growing burden of PCP among non-HIV immunosuppressed populations has redefined the epidemiological profile of this infection and highlighted new clinical, diagnostic, and therapeutic challenges.
Despite the sustained expansion of scientific output, important structural and conceptual gaps continue to limit progress in the field. Among these, the lack of robust and reproducible in vitro culture systems remains one of the main technical barriers, restricting a deeper understanding of the biology of P. jirovecii, its interaction with the host immune system, drug susceptibility testing, and the identification of new diagnostic and therapeutic targets [15]. In parallel, distinguishing colonization from active infection continues to be a major unresolved issue, particularly in the era of highly sensitive molecular assays [43]. This challenge is especially relevant in non-HIV patients, in whom the fungal burden is often low and the clinical presentation may differ substantially from that of classical HIV-associated PCP [44].
At the diagnostic level, the field has evolved from conventional microscopy toward more sensitive molecular methods, with quantitative real-time PCR currently being one of the most widely used tools for detection [45,46]. However, further validation of less invasive specimens, including induced sputum, nasopharyngeal aspirates, and oral wash samples, as well as emerging approaches such as droplet digital PCR, CRISPR-based assays, and blood biomarkers such as serum β-D-glucan, will be essential to improve early and accurate diagnosis [45,47,48,49,50]. Therapeutically, trimethoprim/sulfamethoxazole remains the treatment of choice, but its frequent dose-dependent adverse events and the absence of routine culture-based susceptibility testing limit direct resistance assessment, underscoring the need for safer regimens and improved prophylactic and treatment strategies [51,52].
In addition, several broader research priorities remain. A better understanding of transmission dynamics, including the role of asymptomatic carriers, nosocomial spread, and possible vertical transmission, is still needed to clarify the true epidemiological impact of P. jirovecii [53]. At the same time, the incorporation of artificial intelligence into radiological and clinical decision-making, along with the expansion of multi-omics approaches, offers promising opportunities to refine diagnosis, uncover mechanisms of pathogenesis, and identify new intervention targets [54]. These integrative strategies may be particularly valuable for understanding how P. jirovecii interacts with the pulmonary microbiome, host immunity, and chronic respiratory disease processes [55].
Overall, future progress in Pneumocystis research will depend on multidisciplinary efforts that combine epidemiology, molecular diagnostics, cell biology, clinical research, and computational approaches. Advancing knowledge in these areas will not only improve our understanding of this highly adapted opportunistic pathogen, but also support the development of more effective strategies for the prevention, diagnosis, and management of PCP. Ultimately, accurate interpretation of P. jirovecii detection will continue to require careful integration of clinical findings with highly sensitive laboratory methods.

5. Conclusion

In conclusion, this bibliometric analysis shows that research on Pneumocystis jirovecii has expanded substantially over time, evolving from an early phase dominated by the HIV/AIDS epidemic to a more diversified and clinically integrated field increasingly focused on non-HIV immunosuppressed populations. Nevertheless, this growth has not been matched by proportional research prioritization when compared with other major pneumonia-associated pathogens, and important structural inequities in scientific leadership, funding, and geographic participation remain evident.
Despite important advances in molecular diagnostics and a broader understanding of the epidemiological profile of PCP, major unresolved challenges continue to constrain progress, particularly the absence of reproducible in vitro culture systems, the difficulty in distinguishing colonization from active disease, and the need for more accurate, less invasive, and clinically interpretable diagnostic strategies. These gaps are especially relevant in low- and middle-income settings, where underdiagnosis and limited research capacity may mask the true burden of disease.
Taken together, our findings suggest that the future of P. jirovecii research will depend on stronger multidisciplinary collaboration, more equitable global investment, and the integration of molecular, clinical, epidemiological, and computational approaches. Strengthening these areas will be essential to advance pathogen biology, improve diagnostic precision, refine prevention and treatment strategies, and ensure that scientific priorities are better aligned with the persistent clinical impact of pneumocystosis worldwide.

6. Limitations

This study has several limitations inherent to the bibliometric approach employed. The analysis was based exclusively on the Scopus database; therefore, scientific output indexed in other platforms was not considered. The lack of comparison with additional sources such as Web of Science, Google Scholar, PubMed, Scientific Electronic Library Online (SciELO), Cochrane Library, or Embase may limit the comprehensiveness of the bibliographic landscape evaluated. Furthermore, the selection of search terms and the strategy applied within Scopus may introduce retrieval bias; consequently, the findings should be interpreted as a partial representation of the existing body of literature on the topic.

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org. Search strategies used for the comparative bibliometric analysis of pneumonia-associated pathogens. This supplementary material presents the Scopus search strategies applied to identify publications related to major pneumonia-associated pathogens included in the comparative bibliometric analysis. For each pathogen, a specific TITLE-ABS-KEY query was designed by combining the term pneumonia with the corresponding pathogen name or commonly used alternative terms. The pathogens assessed were Streptococcus pneumoniae, Haemophilus influenzae, Staphylococcus aureus, Klebsiella pneumoniae, Mycoplasma pneumoniae, influenza virus, SARS-CoV-2/COVID-19, respiratory syncytial virus (RSV), Pneumocystis jirovecii/Pneumocystis pneumonia (PCP), and Aspergillus spp. These search strategies were used to ensure a standardized and reproducible comparison of scientific output across relevant infectious agents associated with pneumonia.

Author Contributions

Conceptualization, B.O., J.M.-T. and Y.d.A.; methodology, B.O., J.M.-T. and Y.d.A.; formal analysis, B.O. and J.M.-T.; investigation, B.O., J.M.-T., L.P.-G., N.A.-C., G.F., G.M., K.A., J.P.-M., C.L.C.-A., Y.d.A. and E.J.C.; data curation, B.O.; writing—original draft preparation, B.O. and J.M.-T.; writing—review and editing, Y.d.A., E.J.C., G.F., G.M., K.A., J.P.-M., C.L.C.-A., L.P.-G. and N.A.-C.; visualization, B.O.; supervision, Y.d.A. and E.J.C.; project administration, B.O.; All authors have read and agreed to the published version of the manuscript.

Funding

Not applicable.

Institutional Review Board Statement

Not applicable.

Data Availability Statement

The original contributions presented in this study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author(s).

Acknowledgments

This article is based upon work from COST Action “Delve-into-Pneumocystis” CA23142 supported by COST (European Cooperation in Science and Technology) funded by European Union.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Distribution of document types published on Pneumocystis and Pneumocystis pneumonia during the periods 1975–2000 (A) and 2001–2025 (B).
Figure 1. Distribution of document types published on Pneumocystis and Pneumocystis pneumonia during the periods 1975–2000 (A) and 2001–2025 (B).
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Figure 2. Keyword co-occurrence network and thematic clusters in Pneumocystis jirovecii research. Bibliometric network visualization generated with VOSviewer showing the co-occurrence of author and indexed keywords related to Pneumocystis pneumonia. Three major thematic clusters are identified: (red) clinical presentation and diagnostic workup, including HIV infection and pneumocystosis; (blue) patient population characteristics and study design, encompassing age, sex, and retrospective or controlled studies; and (green) immunosuppressive therapies and clinical outcomes, highlighting treatment regimens and follow-up. Node size reflects keyword frequency, while link thickness indicates the strength of co-occurrence between terms.
Figure 2. Keyword co-occurrence network and thematic clusters in Pneumocystis jirovecii research. Bibliometric network visualization generated with VOSviewer showing the co-occurrence of author and indexed keywords related to Pneumocystis pneumonia. Three major thematic clusters are identified: (red) clinical presentation and diagnostic workup, including HIV infection and pneumocystosis; (blue) patient population characteristics and study design, encompassing age, sex, and retrospective or controlled studies; and (green) immunosuppressive therapies and clinical outcomes, highlighting treatment regimens and follow-up. Node size reflects keyword frequency, while link thickness indicates the strength of co-occurrence between terms.
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Figure 3. Annual publication trends on Pneumocystis and Pneumocystis pneumonia (1916–2025), highlighting major shifts in research focus and scientific output across distinct historical periods.
Figure 3. Annual publication trends on Pneumocystis and Pneumocystis pneumonia (1916–2025), highlighting major shifts in research focus and scientific output across distinct historical periods.
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Figure 4. Global distribution of Pneumocystis research output by country during 1975–2000 (B) and 2001–2025 (A).
Figure 4. Global distribution of Pneumocystis research output by country during 1975–2000 (B) and 2001–2025 (A).
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Figure 5. International collaboration network in Pneumocystis research during the most recent study period. Node size is proportional to the volume of publications by country, link thickness reflects the strength of collaborative ties, and node color indicates the average year of publication.
Figure 5. International collaboration network in Pneumocystis research during the most recent study period. Node size is proportional to the volume of publications by country, link thickness reflects the strength of collaborative ties, and node color indicates the average year of publication.
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Figure 6. Leading institutions in Pneumocystis research during 1975–2000 (A) and 2001–2025 (B).
Figure 6. Leading institutions in Pneumocystis research during 1975–2000 (A) and 2001–2025 (B).
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Figure 7. Leading funding agencies supporting Pneumocystis research across two study periods. Bar charts showing the most frequent funding sponsors acknowledged in publications indexed in Scopus during 1975–2000 (A) and 2000–2025 (B).
Figure 7. Leading funding agencies supporting Pneumocystis research across two study periods. Bar charts showing the most frequent funding sponsors acknowledged in publications indexed in Scopus during 1975–2000 (A) and 2000–2025 (B).
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Figure 8. Comparative bibliometric output of major pneumonia-associated pathogens (2000–2025). Bar chart illustrating the number of publications indexed in Scopus that address pneumonia in association with major bacterial, viral, and fungal etiological agents during the study period.
Figure 8. Comparative bibliometric output of major pneumonia-associated pathogens (2000–2025). Bar chart illustrating the number of publications indexed in Scopus that address pneumonia in association with major bacterial, viral, and fungal etiological agents during the study period.
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Figure 9. Timeline summarizing the historical evolution of knowledge on Pneumocystis jirovecii.
Figure 9. Timeline summarizing the historical evolution of knowledge on Pneumocystis jirovecii.
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Table 1. Most prolific authors in Pneumocystis research according to Scopus during the periods 1975–2000 and 2001–2025.
Table 1. Most prolific authors in Pneumocystis research according to Scopus during the periods 1975–2000 and 2001–2025.
Top 10 most prolific authors in Scopus (1975–2000) Top 10 most prolific authors in Scopus (2001-2025)
Rank Author/ Scopus ID Affiliation Country n pub Citations / Mean citations Hi Rank Author Affiliation Country n pub Citations / Mean citations Hi
1 Walter T. Hughes
7202094239
St. Jude Children's Research Hospital United States 115 4,911 / 42.7 34 1 Andrew Harold Limper
7006099760
Mayo Clinic United States
112 5,153 / 46 31
2 Peter D. Walzer
7007081824
University of Cincinnati
United States 101 3,697 / 36.6 37 2 David W. Denning 7102640098
The University of Manchester United Kingdom 109 10,534 33
3 Henry Masur
56744299400
NIH Clinical Center (CC) United States 100 7,440 / 74.4 42 3 Melanie T. Cushion
35474601800
University of Cincinnati College of Medicine United States 97 2,297 29
4 Marilyn S. Bartlett
7102151507
Indiana University School of Medicine United States 94 2766 / 29.4 29 4 Laurence Huang
56144978300
UCSF School of Medicine United States 90 4,327 33
5 Queener, Sherry F.
7006547726
Indiana University School of Medicine United States 91 3,382 / 37.1 35 5 Gilles Nevez
7003589276
Université de Bretagne Occidentale France 73 1,369 / 18.7 21
6 James W. Smith
9844027900
Indiana University School of Medicine United States 90 2,728 / 30.3 30 6 Joseph A. Kovacs
7202246288
National Institutes of Health Clinical Center United States 71 2,684 / 37.8 28
7 Robert F Miller
55547118657
University College London United Kingdom 69 2000 / 29 25 7 Eduardo Dei-Cas
7006604602
Center for Infection and Immunity of Lille (CIIL) France 60 1,981 / 33 26
8 Eduardo Dei-Cas
7006604602
Center for Infection and Immunity of Lille (CIIL)The institution will open in a new tab, Lille, France France 65 1,774 / 27 27 8 Chaohung Lee
7410145264
Indiana University School of Medicine United States 58 1,141 / 19.6 20
9 Melanie T. Cushion
35474601800
University of Cincinnati College of Medicine United States 62 1,959 / 31.5 28 9 Theodore J. Kottom
6603350625
Mayo Clinic, Rochester United States 55 1,079 / 19.6 17
10 Joseph A. Kovacs
7202246288
National Institutes of Health Clinical Center United States 60 5, 097 / 84.9 34 10 Robert F. Miller
55547118657
University College London United Kingdom 55 2, 331 / 42.3 24
Table 2. Top 10 most prolific journals publishing Pneumocystis research indexed in Scopus during the periods 1975–2000 and 2001–2025.
Table 2. Top 10 most prolific journals publishing Pneumocystis research indexed in Scopus during the periods 1975–2000 and 2001–2025.
Top 10 most prolific journals in Scopus (1975–2000) Top 10 most prolific journals in Scopus (2001-2025)
Ranking Journal Pub. n Total citations / mean citations (1996–2000) * Quartile
(Scimago)
Ranking Journal Pub. n Total citations / mean citations
(2001-2025)
Quartile
(Scimago)
1 Chest 326 9,032 / 27.7 Q1 1 Clinical Infectious Diseases 239 16,762 / 77.6 Q1
2 Clinical Infectious Diseases 228 9,290 / 40 Q1 2 Transplant Infectious Disease 228 4,325 / 18.9 Q2
3 New England Journal of Medicine 216 40,602 / 187 Q1 3 Bone Marrow Transplantation 210 7,383 / 35.1 Q1
4 Journal of Eukaryotic Microbiology 202 2,771 / 13.7 Q2 4 AIDS 165 6,491 / 42.7 Q1
5 AIDS 193 7,289 / 37.7 Q1 5 BMJ Case Reports 159 673 / 4.2 Q4
6 Lancet 191 7,497 / 39.2 Q1 6 Transplantation Proceedings 153 1,817 / 11.8 Q3
7 Annals of Internal Medicine 180 14,542 / 80.7 Q1 7 Biology of Blood and Marrow Transplantation 152 8,916 / 58.6 Q1
8 Journal of Infectious Diseases 159 8,487 / 53.3 Q1 8 Journal of Eukaryotic Microbiology 137 1,302 / 9.5 Q1
9
Antimicrobial Agents and Chemotherapy
134 5, 264 / 39 Q1 9 BMC Infectious Diseases 130 2,144 / 16.4 Q1
10 Journal of Protozoology 125 1,562 / 12.7 Q1 10 Leukemia and Lymphoma 121 2,316 / 19.1 Q2
* Scopus citation information is available only from 1996 onward. Accordingly, while the document search covered the period 1975–2000, total and mean citation values could only be calculated for publications from 1996 to 200.
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