3.1. Identification of Aspergillus Species
MALDI-TOF MS was performed to identify the clinical isolates of Aspergillus species. Aspergillus fumigatus was the most prevalent among all isolates, accounting for over half of all isolates (54/95, 56.8%). The second most common species was the Aspergillus niger complex (19/95, 20%), which included Aspergillus niger (10/95, 10.5%) and Aspergillus tubingensis (9/95, 9.5%). Aspergillus flavus (10/95, 10.5%) and Aspergillus terreus (4/95, 4.2%) were the third and fourth most common species, respectively. In addition to these commonly encountered invasive fungal pathogens, several clinically rare Aspergillus species were isolated in the current study, including Aspergillus tamarii (2/95, 2.1%), Aspergillus usamil (1/95, 1.1%), Aspergillus versicolor (1/95, 1.1%), Aspergillus udagawae (1/95, 1.1%), Aspergillus lentulus (1/95, 1.1%), Aspergillus sydowii (1/95, 1.1%), and Aspergillus quadrilineatus (1/95, 1.1%).
Among the five common Aspergillus species (Aspergillus fumigatus, Aspergillus niger, Aspergillus tamarii, Aspergillus flavus, and Aspergillus terreus), the mass spectrometry identification scores (mean ± SD) ranked from highest to lowest were as follows: Aspergillus terreus (8.9 ± 1.6), Aspergillus tamarii (8.6 ± 1.2), Aspergillus fumigatus (7.6 ± 1.7), Aspergillus flavus (7.2 ± 1.4), and Aspergillus niger (5.9 ± 1.4). The within-group comparison yielded a p-value of 0.013. The average identification score for all Aspergillus species was relatively low (7.3 ± 1.7) (Table 1)
Table 1
Clinical characteristics of 95 patients with Aspergillus infection.
Species | Number (n/%) | Msis (mean ± SD) | Patient characteristics |
| Male (n/%) | Age(Median[IQR]) | | Pulmonary infection (n/%) | In-hospital mortality(n/%) | LOS (days), median[IQR] |
A. fumigatus | 54/56.8 | 7.6 ± 1.7 | 37/65 | 70[14] | | 54/100 | 19/35.2 | 14[12] |
A. niger | 10/10.5 | 5.9 ± 1.4 | 5/50 | 73[11.25] | | 5/50 | 1/10 | 11.5[10.3] |
A. tubingensis | 9/9.5 | 8.6 ± 1.2 | 5/55 | 70.5[11.25] | | 8/88.9 | 0/0 | 10.5[10.3] |
A. usamil | 1/1.1 | 6.7 | 1/100 | 56 | | 1/100 | 0/0 | 21 |
A. flavus | 10/10.5 | 7.2 ± 1.4 | 6/60 | 68[17.75] | | 8/80 | 0/0 | 9.5[11] |
A. tamarii | 2/2.1 | 6.7 | 1/50 | 74.5 | | 2/100 | 1/50 | 13.5 |
A. terreus | 4/4.2 | 8.9 ± 1.6 | 2/50 | 69[18] | | 1/25 | 0/0 | 7.5[9] |
A. versicolor | 1/1.1 | 6.7 | 1/100 | 56 | | 0/0 | 0/0 | 6 |
A. udagawae | 1/1.1 | 6.5 | 1/100 | 71 | | 1/100 | 0/0 | 9 |
A. lentulus | 1/1.1 | 6.2 | 1/100 | 87 | | 1/100 | 0/0 | 10 |
A. sydowii | 1/1.1 | 6.8 | 0/0 | 59 | | 0/0 | 0/0 | 5 |
A. quadrilineatus | 1/1.1 | 7.8 | 1/100 | 92 | | 1/100 | 0/0 | 19 |
Total | 95/100 | 7.3 ± 1.7 | 61/64 | 70[14] | | 82/86.3 | 21/22.1 | 13[11.5] |
Msis, Mass spectrometry identification score; A., Aspergillus; LOS, length of hospital stay; IQR, interquartile range; NEUT, neutrophil percentage; APP of VOR, Application of Voriconazole |
Gene sequencing results for A. lentulus and A. sydowii were aligned with those obtained through MALDI-TOF MS identification. However, discrepancies were observed in the gene sequencing results compared to MALDI-TOF MS identification for certain rare Aspergillus species, including A. quadrilineatus, A. tamarii, A. udagawae, and A. usamil (Supplementary Material Table S3).
3.2. Morphological Characteristics of Clinical Aspergillus Isolates
The morphological characteristics of Aspergillus isolates, including colony, conidial, and hyphal morphologies, were recorded. The colony morphology of Aspergillus isolates varied, with colours ranging from white to green or black and textures ranging from fluffy to powdery. The conidial morphology showed typical features of Aspergillus, such as the presence of conidiophores and chains of conidia. The hyphal morphology revealed septate hyphae with branching patterns, which are characteristic of Aspergillus species.
The colony of Aspergillus niger was fluffy in texture, occupying one-third of the plate after 4 days of growth. The centre was black, the middle was yellow, and the periphery was white (Fig. <link rid="fig1">1</link>A-1). The conidial heads were spherical and radiated in a black-brown colour. The conidial stalks had a diameter of 15–20 µm and were smooth (Fig. 1A-2).
The colony of Aspergillus tubingensis was fluffy in texture, occupying one-third of the plate after 4 days of growth. The periphery was white and fluffy, whereas the interior was black and radiated like a wheel (Fig. <link rid="fig1">1</link>B-1). The conidial heads were spherical, and the double-layered conidial stalks were covered with vesicles (Fig. 1B-2).
The colony of Aspergillus flavus had a yellow, cotton-like centre and a white, fluffy periphery. There were visible yellow, coarse, granular conidial heads (Fig. <link rid="fig1">1</link>C-1). The conidial heads were loosely radiating, with single- or double-layered small stalks, and the conidia were spherical with a rough surface (Fig. 1C-2).
The colony of Aspergillus tamarii was yellowish-brown, with an irregular shape and velvety texture (Fig. <link rid="fig1">1</link>D-1). The conidial heads ranged from spherical to loosely radiating, and the conidial stalks had rough surfaces. The conidia were larger and spherical or elliptical (Fig. 1D-2).
Aspergillus fumigatus grew rapidly, with a dark smoky green fluffy or cotton-like colony (Fig. <link rid="fig1">1</link>E-1). The conidial heads were columnar and formed chains of conidia, while the conidial stalks were short (Fig. 1E-2).
The colony of Aspergillus quadrilineatus was greenish-blue, with raised centres and peripheries (Fig. <link rid="fig1">1</link>F-1). The hyphae were unbranched, and the conidial stalks had swollen tips, occupying half of the vesicles (Fig. 1F-2).
The colony of Aspergillus lentulus was white and fluffy, with a soft and fluffy texture (Fig. <link rid="fig1">1</link>G-1). The conidial heads resembled fans and produced fewer conidia. The conidial stalks were slender and unbranched (Fig. 1G-2).
The colony of Aspergillus udagawae was white and raised, resembling an inverted plate (Fig. <link rid="fig1">1</link>H-1). Conidiation began on the third day, with conidial chains growing on the conidial heads. The conidial stalks were short (Fig. 1H-2).
The colony of Aspergillus terreus grew slowly, with a diameter of approximately 1 cm after 5 days of cultivation. It was a hard, tan-coloured colony (Fig. <link rid="fig1">1</link>I-1). The conidial stalks were single-layered and arranged in clusters, and the conidia were spherical (Fig. 1I-2).
Aspergillus sydowii grew slowly, with a diameter of approximately 0.5 cm after 3 days of cultivation. Its colony was hard, smoky, and green-coloured (Fig. <link rid="fig1">1</link>J-1). The conidial stalks covered the entire vesicle and were smooth (Fig. 1J-2).
3.3. Clinical Characteristics of Patients with Aspergillus Infection
Among all patients with Aspergillus infections, the male-to-female ratio was 1.8:1 (61:34), with the highest proportion of males being infected with Aspergillus fumigatus (37/54, 64.9%). The median age [IQR] was 70 [14], with Aspergillus niger infections having the highest median age among the five common Aspergillus infections (73 [11.25] years) and Aspergillus flavus having the lowest (68 [17.75] years). Within-group comparisons did not reveal significant differences (p > 0.05). Pulmonary infections were the most common (86.3%, 82/95). Approximately 5.3% (5/95) of the patients had cancer, belonging to the immunocompromised population. The hospital mortality rate of patients with fungal infections was 22.1% (21/95). Patients infected with Aspergillus fumigatus had a high mortality rate of 35.2% (19/54). The average hospital stay length for patients was 13 [11.5] days (Table 1).
Table 2 shows the underlying diseases of patients infected with the four common disease-causing Aspergillus species (A. fumigatus, A. niger, A. tubingensis, and A. flavus). The prevalence rates of hypertension and coronary heart disease were 31.3% (26/83) and 15.7% (13/83), respectively. The patient’s infection was confirmed using four inflammatory markers (NEUT%, CRP, PCT, IL-6 [interleukin-6]). Approximately 25% (20/83) of patients were treated with voriconazole (Table 2).
Table 2
Basic diseases and inflammatory indicators in patients with common clinical Aspergillus infections
Diagnosis and treatment | A.fumigatus (n = 54) | A. niger (n = 10) | A. tubingensis (n = 9) | A.flavus (n = 10) | All (n = 83) |
COPD(n/%) | 6/11.1 | 0/0 | 1/11.1 | 1/10.0 | 8(9.6) |
Bronchial Asthma(n/%) | 2/3.7 | 0/0 | 0/0 | 0/0 | 2(2.4) |
CHD(n/%) | 12/22.2 | 0/0 | 0/0 | 1/10 | 13(15.7) |
Hypertension(n/%) | 17/31.5 | 5/50.0 | 2/22.2 | 2/20.0 | 26(31.3) |
Diabetes(n/%) | 9/16.7 | 0/0 | 0/0 | 2/20.0 | 11(13.3) |
Cancer(n/%) | 3/5.6 | 0/0 | 2/22.2 | 0/0 | 5(6.0) |
Autoimmune Disease(n/%) | 6/11.1 | 1/10.0 | 1/11.1 | 0/0 | 8(9.6) |
NEUT%(Median[IQR) | 79.7[19.6] | 75.8[28.1] | 74.6[25.5] | 73.2[14.6] | 77.9[19.5] |
CRP (Median[IQR) | 30.5(130.3) | 13.9(48.7) | 19.2(72.6) | 1.5(5.2) | 18.7(104.8) |
Procalcitonin (Median[IQR) | 0.3(5.2) | 0.11(2.9) | 0.06(0.1) | 0.14(0.3) | 0.23(1.2) |
Interleukin-6 (Median[IQR) | 19.4(62.4) | 50.5(74.0) | 85.2(46.0) | 2.2(12.2) | 34.4(79.3) |
Application of Voriconazole(n/%) | 19/35.2 | 0/0 | 0/0 | 1/50 | 20(24.1) |
COPD, Chronic Obstructive Pulmonary Disease; CHD, coronary artery heart disease; NEUT, neutrophil percentage; CRP, C-reactive protein; A., Aspergillus |
3.4. Antifungal Susceptibility Testing of Clinical Aspergillus Isolates
Except for Aspergillus udagawae, which had a higher minimum inhibitory concentration (MIC) (2 mg/L) for posaconazole, the MICs of the other three azole drugs were relatively low (0.06–1 mg/L) for all Aspergillus species. The three echinocandins showed high antifungal activity against Aspergillus species, with an MEC range of 0.008–0.03 mg/L. Amphotericin B had a MIC of 1.5–4 mg/L against Aspergillus species (Table S4).
Approximately 29.6% (16/54) of Aspergillus fumigatus strains exhibited non-wild-type susceptibility to amphotericin B, whereas 11.1% (1/9) of Aspergillus tubingensis strains exhibited non-wild-type susceptibility to voriconazole (Table 3).
Table 3
Determining the antifungal susceptibility of Aspergillus to amphotericin B, triazoles, and echinocandins based on epidemiological cutoff values.
Species (n) | Antifungal agents |
| AMB | Triazoles | Echinocandins |
| | IZ | PZ | VOR | CAS |
| WT | NWT | WT | NWT | WT | NWT | WT | NWT | WT | NWT |
A. fumigatus (54) | 38 | 16* | 54 | 0 | ND | ND | 54 | 0 | 54 | 0 |
A. niger (10) | 10 | 0 | 10 | 0 | 10 | 0 | 10 | 0 | 10 | 0 |
A. tubingensis (9) | 9 | 0 | 9 | 0 | 9 | 0 | 8 | 1* | 9 | 0 |
A. usamil (1) | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
A. flavus (10)# | 10 | 0 | 10 | 0 | 10 | 0 | 10 | 0 | 10 | 0 |
A. tamarii (2) | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 |
ND, No epidemiological cutoff values data, unable to determine; |
AMB, amphotericin B; AND, anidulafungin; CAS, caspofungin; ITR, itraconazole; MF, micafungin; PZ, posaconazole; VOR, voriconazole; FZ, Fluconazole. |
*The only “non wild-type” strain is highlighted in bold |
3.5. Correlation between CYP51A and CYP51B Mutations in Aspergillus tubingensis and the MIC of Azole Drugs
One strain of Aspergillus tabinensis displayed a non-wild-type response to voriconazole. The genes encoding azole targets CYP51A and CYP51B were sequenced. The results revealed that CYP51A was expressed from three allelic genes. Among the samples, 44.4% (4/9) harboured four nucleotide mutations (G6A, C174T, A789G, and T1218C). Furthermore, 11.1% (1/9) of the samples harboured 29 nucleotide mutations, one of which (1/29, T256AA766G) resulted in an amino acid substitution. Additionally, 11.1% (1/9) of the samples harboured 3 nucleotide mutations (A42C, C429T, and A789G). CYP51B comprises two allelic genes. Among the samples, 11.1% (1/9) displayed 13 nucleotide mutations (G33A, T69C, C408T, G546A, G588A, C652A, C756G, C759T, T795C, G927A, G951A, G993C, and G1005A), while 44.4% (4/9) exhibited 10 nucleotide mutations (G33A, C152T, G588A, C756G, C759T, T795C, G927A, G951A, G993C, G1005A) (Table 4, Supplementary Table 5).
Table 4
Target gene mutations of Aspergillus tabinensis and minimum inhibitory concentration of azole drugs
Isolates ID | Gene synonymous and missense mutations | Minimum inhibitory concentration |
| CYP51A | CYP51B | PZ | VOR | IZ | FZ |
| Number of SNPs | Amino acid changes | Number of SNPs | | | | |
21BB035 | 2 | | | 0.5 | 8 | 1 | > 256 |
22BB080 | 2 | | | 0.25 | 0.5 | 0.5 | 256 |
21BB018 | 2 | | | 0.5 | 2 | 1 | 256 |
22BB101 | 2 | | 13 | 0.25 | 0.5 | 0.5 | 256 |
21BB004 | 29 | T256A(A766G) | | 0.25 | 0.5 | 0.5 | 64 |
22BB152 | | | 10 | 0.25 | 0.5 | 0.5 | 256 |
21BB028 | | | 10 | 0.25 | 0.5 | 0.5 | 128 |
22BB130 | | | 10 | 0.5 | 1 | 0.5 | 256 |
21BB007 | 3 | | 10 | 0.5 | 0.5 | 0.5 | > 256 |
SNP, Single Nucleotide Polymorphism;PZ, posaconazole; VOR, voriconazole; FZ, Fluconazole |