Ten-Year Voriconazole Susceptibility Trends Among 1482 Clinical Aspergillus fumigatus Isolates: A Compositionally Controlled Multicenter Analysis of the VIVLI/SENTRY Platform (2010–2020)
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Data Source
2.2. Study Population and Eligibility Criteria
2.3. Variable Definitions
- •
- Sex: as recorded in the Gender field (Male, Female, Unknown/Missing).
- •
- Age group: recoded from the original four-level classification into 0–17, 18–60 (merging 18–30 and 31–60), 61+ years, and Unknown/Missing.
- •
- Study period: three intervals (2010–2013, 2014–2017, 2018–2020), chosen to retain adequate cell counts for compositional testing.
- •
- Species: A. fumigatus, A. flavus, A. niger, A. terreus, and other Aspergillus spp.; species-complex designations were merged with the corresponding species.
- •
- Specimen source: grouped as respiratory tract (sputum, bronchoalveolar lavage/wash, tracheal aspirate, lower/upper respiratory tract, invasive pulmonary) versus non-respiratory (all other sites, including tissue, sterile fluids, blood, cerebrospinal fluid and bone/joint). A dichotomous grouping was adopted because sterile-site categories individually contained fewer than 25 isolates, producing expected cell counts below 5.
- •
- Geographic region: countries mapped to five regions (North America, South America, Europe, Asia, Oceania); Turkey was classified as Europe, consistent with common SENTRY/ATLAS reporting conventions.
- •
- Clinical specialty: taken from the Specialty field of the source dataset (the hospital service submitting the isolate) and grouped into Internal Medicine; Cardiothoracic/Pulmonary; Critical Care (intensive care unit); Hematology/Oncology & Transplant; Ambulatory/Outpatient; Surgery (general, neuro-, orthopedic, trauma, burn, urological and obstetric/gynecological); Pediatrics/Neonatology; Other; and Unknown/Missing. Grouping was required because the raw field contains 29 non-missing levels, of which 55% of cells had expected counts below 5, and because it contains duplicate levels differing only in spelling (“Ear, Nose, Throat”/“Ear, Nose, Throat (Otolaryngology)”; “Long Term Care”/“Long-Term Care”), which were merged.
- •
- Voriconazole interpretation: the CLSI SIR category recorded in the source dataset; susceptibility was analyzed as the binary proportion Susceptible versus non-susceptible (Intermediate or Resistant).
2.4. Statistical Analysis
2.5. Ethical Considerations
2.6. Use of Generative Artificial Intelligence
3. Results
3.1. Study Population
| Variable | Category | n | % |
|---|---|---|---|
| Age group | 0–17 years | 194 | 9.2 |
| 18–60 years | 783 | 37.1 | |
| 61+ years | 827 | 39.2 | |
| Unknown/Missing | 307 | 14.5 | |
| Sex | Male | 1036 | 49.1 |
| Female | 823 | 39.0 | |
| Unknown/Missing | 252 | 11.9 | |
| Study period | 2010–2013 | 449 | 21.3 |
| 2014–2017 | 889 | 42.1 | |
| 2018–2020 | 773 | 36.6 | |
| Species | A. fumigatus | 1483 | 70.3 |
| A. flavus | 215 | 10.2 | |
| A. niger | 213 | 10.1 | |
| A. terreus | 80 | 3.8 | |
| Other Aspergillus spp. | 120 | 5.7 | |
| Region | Europe | 927 | 43.9 |
| North America | 743 | 35.2 | |
| Oceania | 196 | 9.3 | |
| Asia | 150 | 7.1 | |
| South America | 95 | 4.5 | |
| Specimen source | Respiratory tract | 1561 | 74.0 |
| Non-respiratory | 550 | 26.0 | |
| Clinical specialty | Internal Medicine | 433 | 20.5 |
| Unknown/Missing | 363 | 17.2 | |
| Cardiothoracic/Pulmonary | 341 | 16.2 | |
| Critical Care | 250 | 11.8 | |
| Other | 202 | 9.6 | |
| Hematology/Oncology & Transplant | 164 | 7.8 | |
| Ambulatory/Outpatient | 149 | 7.1 | |
| Surgery | 114 | 5.4 | |
| Pediatrics/Neonatology | 95 | 4.5 |
3.2. Compositional Stability Across the Study Period
| Variable | χ2 | df | p-Value |
|---|---|---|---|
| Sex | 0.76 | 2 | 0.682 |
| Age group | 7.73 | 4 | 0.102 |
| Species | 10.45 | 8 | 0.235 |
| Specimen source | 2.71 | 4 | 0.607 |
| Region | 124.90 | 8 | <0.0001 |
| Clinical specialty | 235.36 | 56 | <0.0001 |
3.3. Evolution of Voriconazole Susceptibility in A. fumigatus
| Year | n | n Susceptible | % Susceptible | 95% CI (Wilson) | % Resistant |
|---|---|---|---|---|---|
| 2010 | 48 | 47 | 97.92 | 89.10–99.63 | 2.08 |
| 2011 | 48 | 44 | 91.67 | 80.45–96.71 | 0.00 |
| 2012 | 68 | 66 | 97.06 | 89.90–99.19 | 1.47 |
| 2013 | 142 | 137 | 96.48 | 92.02–98.49 | 1.41 |
| 2014 | 129 | 124 | 96.12 | 91.25–98.33 | 0.78 |
| 2015 | 262 | 253 | 96.56 | 93.60–98.18 | 0.00 |
| 2016 | 125 | 117 | 93.60 | 87.88–96.72 | 0.80 |
| 2017 | 138 | 131 | 94.93 | 89.90–97.52 | 2.17 |
| 2018 | 159 | 145 | 91.19 | 85.76–94.68 | 3.77 |
| 2019 | 207 | 192 | 92.75 | 88.39–95.56 | 2.90 |
| 2020 | 156 | 141 | 90.38 | 84.74–94.09 | 4.49 |

3.4. Contribution of Changing Country Composition to the Observed Trend
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CLSI | Clinical and Laboratory Standards Institute |
| SIR | Susceptible/Intermediate/Resistant |
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| Step | Criterion | n | Purpose |
|---|---|---|---|
| N0 | Raw ATLAS Antifungals export (VIVLI/SENTRY), 2010–2020, all genera | 19,596 | Source dataset |
| N1 | Source field Family = “Aspergillus” (genus-level filter) | 2111 | Descriptive population (Table 2) and association between variables and years of study period (Table 3) |
| N2 | Species = A. fumigatus (only species with CLSI voriconazole breakpoints) | 1483 | Outcome-eligible species |
| N3 | Valid (non-missing) voriconazole CLSI interpretation | 1482 | Trend-analysis population (Figure 1, Table 4) |
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Lopez, J.W.; Segura-Grados, A.A.; Olascoaga-Mori, E.; Rodríguez-Madueño, H.J. Ten-Year Voriconazole Susceptibility Trends Among 1482 Clinical Aspergillus fumigatus Isolates: A Compositionally Controlled Multicenter Analysis of the VIVLI/SENTRY Platform (2010–2020). J. Fungi 2026, 12, 699. https://doi.org/10.3390/jof12090699
Lopez JW, Segura-Grados AA, Olascoaga-Mori E, Rodríguez-Madueño HJ. Ten-Year Voriconazole Susceptibility Trends Among 1482 Clinical Aspergillus fumigatus Isolates: A Compositionally Controlled Multicenter Analysis of the VIVLI/SENTRY Platform (2010–2020). Journal of Fungi. 2026; 12(9):699. https://doi.org/10.3390/jof12090699
Chicago/Turabian StyleLopez, Jose W., Alicia A. Segura-Grados, Emily Olascoaga-Mori, and Harold J. Rodríguez-Madueño. 2026. "Ten-Year Voriconazole Susceptibility Trends Among 1482 Clinical Aspergillus fumigatus Isolates: A Compositionally Controlled Multicenter Analysis of the VIVLI/SENTRY Platform (2010–2020)" Journal of Fungi 12, no. 9: 699. https://doi.org/10.3390/jof12090699
APA StyleLopez, J. W., Segura-Grados, A. A., Olascoaga-Mori, E., & Rodríguez-Madueño, H. J. (2026). Ten-Year Voriconazole Susceptibility Trends Among 1482 Clinical Aspergillus fumigatus Isolates: A Compositionally Controlled Multicenter Analysis of the VIVLI/SENTRY Platform (2010–2020). Journal of Fungi, 12(9), 699. https://doi.org/10.3390/jof12090699

