An Integrated Analysis Approach to Unravel the Aspergillus Community in the Hospital Environment
Abstract
1. Introduction
2. Materials and Methods
2.1. Sampling
2.2. Cultivation
2.3. Molecular Identification of Isolates
2.4. DNA Extraction from Air and Surface Samples
2.5. DNA Metabarcoding
2.6. qPCR on Air Samples
2.7. Statistics
3. Results
3.1. Cultivable Aspergillus Community from Hospitals
3.2. Aspergillus Community Revealed by DNA Metabarcoding
3.3. Quantification of Aspergillus Section Fumigati by qPCR
4. Discussion
4.1. Prevalence and Relative Abundance of Aspergillus in Hospitals
4.2. Aspergillus Diversity and Its Clinical Relevance
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
BLASTn | Basic local alignment search tool nucleotide |
CAPA | COVID-19-associated pulmonary aspergillosis |
CFU | Colony-forming units |
CPA | Chronic pulmonary aspergillosis |
DRBC | Dichloran rose bengal chloramphenicol agar |
eDNA | Environmental DNA |
EUCAST | European Committee on Antimicrobial Susceptibility Testing |
HEPA | High-efficiency particulate air |
HTS | High-touch surfaces |
IAPA | Influenza-associated pulmonary aspergillosis |
ICU | Intensive care unit |
IPA | Invasive pulmonary aspergillosis |
ITS | Internal transcribed spacers |
LCA | Lowest common ancestor |
LF | La Fe hospital |
NCBI | National Center for Biotechnology Information |
OTU | Operational taxonomic unit |
qPCR | Quantitative polymerase chain reaction |
SDCA | Sabouraud dextrose chloramphenicol agar |
SO | Severo Ochoa hospital |
VR | Virgen del Rocio hospital |
WHO | World Health Organization |
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Sample Types 1 | VR 2 | LF 2 | SO 2 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
OUT | IA | IB | IC | OUT | IA | IB | IC | OUT | IA | IB | IC | |||
Winter | ||||||||||||||
Air | 18.8 | 12.2 | 21.2 | 0 | 13.1 | 9.5 | 12.5 | 8.3 | 0.4 | 3.7 | 5.3 | 2.4 | ||
HTS | - | 4.5 | 0 | 0 | - | 0 | 0 | 0 | - | 0 | 0 | 0 | ||
Vent | - | 17.9 | 24.3 | 0 | - | 0.2 | 0 | 0 | - | 4.5 | 0 | 0 | ||
Dust | 1.6 | - | - | - | 1.3 | - | - | - | 0 | - | - | - | ||
Autumn | ||||||||||||||
Air | 25 | 100 | 64.3 | 0 | 60 | 14.3 | 25 | 25 | 19.3 | 31.6 | 75.7 | 0 |
ID 1 | Camp. 2 | Hosp. 3 | Zone 4 | Sample | ITS Closest Related 5 | Ident. (%) | ITS Acc. No. | β-Tubulin Closest Related 5 | Ident. (%) | β-Tubulin Acc. No. | Infect. 6 |
---|---|---|---|---|---|---|---|---|---|---|---|
Section Aspergillus | |||||||||||
250 | W | VR | OUT | Air | A. pseudoglaucus | 100 | PP844117 | A. pseudoglaucus | 100 | PV345508 | + |
252 | W | VR | OUT | Air | A. ruber | 96.8 | PP844119 | A. chevalieri | 100 | PV345509 | + |
270 | W | VR | OUT | Air | A. chevalieri | 100 | PP844135 | A. chevalieri | 100 | PV345511 | + |
382 | W | LF | OUT | Air | A. montevidensis | 99.1 | PP844236 | A. montevidensis | 100 | PV345523 | + |
404 | W | LF | IA | Vent | A. montevidensis | 100 | PP844256 | A. montevidensis | 100 | PV345528 | + |
504 | W | SO | IA | Air | A. pseudoglaucus | 100 | PP844355 | A. pseudoglaucus | 100 | PV345532 | + |
579 | W | SO | IC | Air | A. costiformis | 99.8 | PP844430 | A. costiformis | 100 | PV345538 | + |
Section Candidi | |||||||||||
586 | W | SO | IC | Air | A. candidus | 100 | PP844437 | A. dobrogensis | 99.81 | PV345540 | - |
Section Circumdati | |||||||||||
194 | W | VR | IA | Air | A. westerdijkiae | 100 | PP844062 | A. westerdijkiae | 100 | PV345500 | + |
292 | W | VR | IA | Dust | A. westerdijkiae | 99.6 | PP844157 | A. westerdijkiae | 99.8 | PV345514 | + |
349 | W | VR | IB | Air | A. westerdijkiae | 100 | PP844210 | A. westerdijkiae | 100 | PV345519 | + |
Section Flavi | |||||||||||
191 | W | VR | IA | Air | A. flavus | 99.6 | PP844059 | A. flavus | 100 | PV345498 | + |
192 | W | VR | IA | Air | A. flavus | 100 | PP844060 | A. flavus | 100 | PV345499 | + |
202 | W | VR | IB | Air | A. oryzae | 99.6 | PP844070 | A. oryzae | 100 | PV345502 | + |
267 | W | VR | OUT | Air | A. flavus | 100 | PP844132 | A. flavus | 100 | PV345510 | + |
608 | A | VR | IB | Air | A. flavus | 100 | PP844459 | nd 7 | + | ||
375 | W | LF | OUT | Dust | A. flavus | 100 | PP844231 | A. flavus | 100 | PV345522 | + |
390 | W | LF | OUT | Air | A. flavus | 100 | PP844243 | A. flavus | 100 | PV345526 | + |
631 | A | LF | OUT | Air | A. flavus | 99.8 | PP844473 | A. flavus | 100 | PV345547 | + |
632 | A | LF | OUT | Air | A. flavus | 99.8 | PP844474 | A. flavus | 100 | PV345548 | + |
657 | A | SO | OUT | Air | A. oryzae | 100 | PP844498 | A. oryzae | 100 | PV345552 | + |
679 | A | SO | IB | Air | A. flavus | 94.4 | nd 8 | A. flavus | 100 | PV345559 | + |
680 | A | SO | IB | Air | A. alliaceus | 100 | PP844518 | A. alliaceus | 99.6 | PV345560 | + |
Section Fumigati | |||||||||||
195 | W | VR | IA | Air | A. fumigatus | 99.8 | PP844063 | A. fumigatus | 100 | PV345501 | + |
341 | W | VR | IB | Air | A. fumigatus | 100 | PP844202 | A. fumigatus | 100 | PV345518 | + |
630 | A | LF | OUT | Air | A. fumigatus | 100 | PP844472 | A. fumigatus | 100 | PV345546 | + |
633 | A | LF | IA | Air | A. fumigatus | 100 | PP844475 | A. fumigatus | 100 | PV345549 | + |
637 | A | LF | IB | Air | A. fumigatus | 100 | PP844479 | A. fumigatus | 100 | PV345550 | + |
641 | A | LF | IC | Air | A. fumigatus | 100 | PP844483 | A. fumigatus | 100 | PV345551 | + |
498 | W | SO | IA | Air | A. fumigatus | 99.6 | PP844349 | A. fumigatus | 100 | PV345531 | + |
536 | W | SO | IB | Air | A. fumigatus | 100 | PP844387 | A. fumigatus | 100 | PV345534 | + |
549 | W | SO | IB | Air | A. fumigatus | 100 | PP844400 | A. fumigatus | 100 | PV345535 | + |
561 | W | SO | IB | Air | A. fumigatus | 99.8 | PP844412 | A. fumigatus | 100 | PV345536 | + |
671 | A | SO | IA | Air | A. fumigatus | 100 | PP844510 | A. fumigatus | 100 | PV345555 | + |
675 | A | SO | IB | Air | A. fumigatus | 99.3 | PP844514 | A. fumigatus | 100 | PV345556 | + |
678 | A | SO | IB | Air | A. fumigatus | 99.6 | PP844517 | A. fumigatus | 100 | PV345558 | + |
Section Nidulantes | |||||||||||
207 | W | VR | IB | Air | A. sydowii | 100 | PP844075 | A. sydowii | 100 | PV345503 | + |
236 | W | VR | IC | Air | A. sydowii | 100 | PP844103 | A. sydowii | 100 | PV345506 | + |
276 | W | VR | OUT | Dust | A. unguis | 99.6 | PP844141 | A. unguis | 98.9 | PV345512 | + |
328 | W | VR | IB | Air | A. sydowii | 99.6 | PP844189 | A. sydowii | 100 | PV345516 | + |
336 | W | VR | IB | Vent | A. versicolor | 99.6 | PP844197 | A. versicolor | 100 | PV345517 | + |
355 | W | VR | IB | Air | A. sydowii | 99.8 | PP844216 | A. sydowii | 100 | PV345520 | + |
359 | W | VR | IB | Air | A. versicolor | 100 | PP844220 | A. versicolor | 100 | PV345521 | + |
387 | W | LF | OUT | Dust | A. nidulans | 100 | PP844240 | A. nidulans | 99.2 | PV345525 | + |
394 | W | LF | OUT | Dust | A. unguis | 100 | PP844247 | A. unguis | 98.6 | PV345527 | + |
450 | W | LF | IC | Air | A. creber | 100 | PP844301 | A. creber | 100 | PV345529 | + |
629 | A | LF | OUT | Air | A. stellatus | 100 | PP844471 | A. stellatus | 100 | PV345545 | + |
531 | W | SO | IA | Vent | A. sydowii | 98.8 | PP844382 | A. sydowii | 100 | PV345533 | + |
587 | W | SO | IC | Air | A. sydowii | 100 | PP844438 | A. sydowii | 100 | PV345541 | + |
Section Nigri | |||||||||||
211 | W | VR | IB | Dust | A. niger | 100 | PP844079 | A. niger | 100 | PV345504 | + |
238 | W | VR | IC | Air | A. tubingensis | 98.6 | PP844105 | A. tubingensis | 99.8 | PV345507 | + |
325 | W | VR | IB | Air | A. tubingensis | 100 | PP844186 | A. tubingensis | 98.6 | PV345515 | + |
605 | A | VR | IA | Air | A. niger | 99.8 | PP844456 | A. tubingensis | 100 | PV345542 | + |
606 | A | VR | IB | Air | A. tubingensis | 100 | PP844457 | A. tubingensis | 100 | PV345543 | + |
384 | W | LF | OUT | Air | A. niger | 100 | PP844238 | A. niger | 100 | PV345524 | + |
468 | W | SO | OUT | Air | A. niger | 100 | PP844319 | A. niger | 100 | PV345530 | + |
664 | A | SO | IA | Air | A. niger | 99.8 | PP844504 | A. niger | 100 | PV345553 | + |
Section Terrei | |||||||||||
283 | W | VR | IA | Air | A. terreus | 100 | PP844148 | A. terreus | 100 | PV345513 | + |
628 | A | LF | OUT | Air | A. terreus | 100 | PP844470 | A. terreus | 99.8 | PV345544 | + |
669 | A | SO | IA | Air | A. terreus | 92.1 | nd 8 | A. terreus | 100 | PV345554 | + |
Section Usti | |||||||||||
218 | W | VR | ID | Air | A. calidoustus | 100 | PP844085 | A. calidoustus | 100 | PV345505 | + |
576 | W | SO | IC | Air | A. insuetus | 99.6 | PP844427 | A. insuetus | 100 | PV345537 | - |
580 | W | SO | IC | Air | A. sigurros | 99.8 | PP844431 | A. sigurros | 100 | PV345539 | - |
676 9 | A | SO | IB | Air | A. flavus | 99.8 | PP844515 | A. insuetus | 100 | PV345557 | - |
Samples | Hospital 1 | Zone 2 | Section Fumigati DNA (pg/m3) | Total Fungal DNA (pg/m3) | Ratio Fumigati/Total Fungi | Relative Abundance of Aspergillus Colonies 3 (%) [17] | |
---|---|---|---|---|---|---|---|
SDCA | DRBC | ||||||
VR_A_O3 | VR | OUT | 1 | 39.3 | 0.02 | 17.5 | 3 |
VR_A_IA1 | VR | IA | 0.8 | 95.6 | 0.01 | 20.5 | 22.8 |
SO_A_IA1 | SO | IA | 2.7 | 55 | 0.05 | 18.2 | 20 |
SO_A_IA2 | SO | IA | 1.5 | 172.8 | 0.01 | 0 | 0 |
SO_A_IA3 | SO | IA | 0.7 | 310.4 | 0.002 | 0 | 0 |
SO_A_IB1 | SO | IB | 1.1 | 71.9 | 0.01 | 1.5 | 4.3 |
LF2_A_O1 | LF2 | OUT | 0.7 | 16 | 0.04 | nd | nd |
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García-Gutiérrez, L.; Mellado, E.; Martin-Sanchez, P.M. An Integrated Analysis Approach to Unravel the Aspergillus Community in the Hospital Environment. J. Fungi 2025, 11, 626. https://doi.org/10.3390/jof11090626
García-Gutiérrez L, Mellado E, Martin-Sanchez PM. An Integrated Analysis Approach to Unravel the Aspergillus Community in the Hospital Environment. Journal of Fungi. 2025; 11(9):626. https://doi.org/10.3390/jof11090626
Chicago/Turabian StyleGarcía-Gutiérrez, Laura, Emilia Mellado, and Pedro M. Martin-Sanchez. 2025. "An Integrated Analysis Approach to Unravel the Aspergillus Community in the Hospital Environment" Journal of Fungi 11, no. 9: 626. https://doi.org/10.3390/jof11090626
APA StyleGarcía-Gutiérrez, L., Mellado, E., & Martin-Sanchez, P. M. (2025). An Integrated Analysis Approach to Unravel the Aspergillus Community in the Hospital Environment. Journal of Fungi, 11(9), 626. https://doi.org/10.3390/jof11090626