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DOI: 10.3852/mycologia.100.2.205
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Mycologia, 100(2), 2008, pp. 205-226.
© 2008 by The Mycological Society of America

Phylogenetic analysis of Aspergillus species using DNA sequences from four loci


Stephen W. Peterson 1

     Microbial Genomics and Bioprocessing Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service, U.S. Department of Agriculture, 1815 North University Street, Peoria, Illinois 61604

    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 LITERATURE CITED
 

DNA sequences were determined for beta tubulin (BT2), calmodulin (CF), ITS and lsu rDNA (ID) and RNA polymerase II (RPB2) from ca. 460 Aspergillus isolates. RPB2 and rDNA sequences were combined and analyzed to determine relationships in the genus and in the family Trichocomaceae. Eupenicillium species form a statistically supported clade with origins among the Aspergillus clades. A. crystallinus, A. malodoratus and H. paradoxus are members of the Eupenicillium clade. A. zonatus, A. clavatoflvus and W. spinulosa occur in a clade along with Hamigera sp. Other than these exceptional species, Aspergillus species and sections occur on three strongly supported clades that descend from a polytomy. Section Versicolores as a monophyletic group includes only A. versicolor and A. sydowii and is superfluous. The other sections were retained but modified. All four loci were used in genealogical concordance analysis of species boundaries. Fennellia flavipes and F. nivea are not conspecific with their supposed anamorphs A. flavipes and A. nivea. Synonymies were found for some species and more than 20 undescribed taxa were identified in genealogical concordance analysis. Newly discovered taxa will be described elsewhere. Possibly paralogous gene fragments were amplified with the BT2 primers in sections Nidulantes, Usti and Nigri. Use of nonhomologous sequences in genealogical concordance analysis could lead to false conclusions and so BT2 sequences were not used in analysis of those sections.

Key words: Aspergillus brevijanus comb. nov., beta tubulin, calmodulin, concordance analysis, Dichotomomyces, RNA polymerase II, Talaromyces, Thermoascus, Trichocomaceae


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 LITERATURE CITED
 
Several investigations have been conducted in recent years using DNA or RNA sequence information to test taxonomic hypotheses based on phenotypic analysis of Aspergillus. Mostly these studies have taken an established group (Raper and Fennell 1965Go) or section (Gams et al 1985Go) and resolved to a greater or lesser extent the taxonomic hypotheses within the group (Peterson 1995Go, Frisvad et al 2004Go, Varga et al 2005Go). Peterson (2000)Go assessed phylogenetic relationships across Aspergillus using partial lsu rDNA (ca. 650 nt) but had little statistical support for many nodes. More recent genomic studies (Galagan et al 2005Go) have shown different relationships for some of the species Peterson (2000)Go examined suggesting a reevaluation of Aspergillus using a larger set of data that might provide greater statistical support in the tree.

This multilocus data have been used in two ways. Species boundaries were examined with genealogical concordance phylogenetic species recognition (GCPSR) (Taylor et al 2000Go, Dettman et al 2003aGo, bGo, 2006Go) and data from different loci were combined into a single dataset for evaluating the broader relationships of species and sections in Aspergillus. The multiple loci and increased number of nucleotides in the combined dataset have improved statistical support compared to prior single locus studies (e.g. Peterson 2000Go). Knowing the broad relationships in Aspergillus will be valuable for putting other data (phenotypic, extrolite, pathogenicity) into phylogenetic perspective. The DNA sequences with concordance analysis provide the necessary information to define species and provide sequence data for DNA-based detection and identification of medically, industrially and agriculturally important species (Hinrickson et al 2005, Page and Kurtzman 2005Go, Serra et al 2006Go).


    MATERIALS AND METHODS
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 LITERATURE CITED
 
Ex type and additional cultures were obtained from the Agricultural Research Service Culture Collection (NRRL) Peoria, Illinois, and are available on request. The provenance of the isolates is provided as supplemental information and can be recovered from the NRRL electronic catalogue (http://nrrl.ncaur.usda.gov).

DNA extraction.— – DNA was extracted with mechanical grinding, phenol-chloroform protein extraction, ethanol precipitation, and final purification on a silica matrix using NaI chaotropic agent as detailed elsewhere (Serra and Peterson 2007Go).

PCR amplification.— – Beta-tubulin was amplified (ca. 450 nt) with the BT2 primer set and protocol of Glass and Donaldson (1995)Go. Calmodulin (CF) was amplified (ca. 650 nt) using the protocols of Serra and Peterson (2007)Go with primer (5') CF1L 5'–gccgactctttgacygargar or CF1M 5'–aggccgaytctytgacyga and (3') CF4 5'–tttytgcatcatragytggac. The ITS1, 5.8s rDNA, ITS2 and ca. 650 nt of lsu rDNA (ID region, ca. 1150 nt) was amplified and sequenced using the method of Serra and Peterson (2007)Go. RNA polymerase II (RPB2) was amplified with primers and conditions detailed by Liu et al (1999)Go, specifically the fragment (ca. 1100 nt) amplified with primers 5F and 7CR. The fragment was sequenced with the terminal primers plus 527R 5'–gggtcccgatgrayaccaacc and 388F 5'–cagctacacaacacycaytgg. BT2 and CF were sequenced using the terminal primers. Bidirectional sequencing was performed for all loci and isolates. Sequencing errors were detected and corrected with Sequencher (Gene Codes, Ann Arbor Michigan).

Data analysis.— – DNA sequences were aligned with Clustal W (Thompson et al 1994Go). For the beta tubulin sequences, a 24 base leader sequence (gatcgatcgatcgatcgatcgatc) sometimes was inserted before the first base of the sequences forcing Clustal W to align the first two bases of sequence even though a length-variable intron sequence follows immediately after the first two bases. After alignment the leader elements were trimmed off. PAUP* (Swofford 2003Go) was used to generate phylograms for each dataset with the methods of Dettman et al (2003aGo, 2006)Go, that is maximum parsimony, nni branch swapping and 500 random sequence additions, followed by TBR branch swapping using the random sequence addition trees as the starting point for the TBR heuristic search. Three or four locus combined datasets were made and subjected to weighted parsimony with the weight for each locus calculated as the number of parsimony informative characters for the least variable locus divided by the parsimony informative characters of that locus. Bootstrapping (bs) was performed in PAUP* with sequence addition "as is" and TBR branch swapping for 1000 replicates. MrBayes 3.1.2 (Huelsenbeck and Ronquist 2001Go, Ronquist and Huelsenbeck 2003Go) was used to calculate the posterior probabilities (pp) of branches. Mostly default settings were used. BT2 and CF loci were partitioned into intron and exon regions, ID was partitioned into ITS1, 5.8S rDNA, ITS2 and 28S rDNA regions, and RPB2 was analyzed allowing codon positions 1, 2 and 3 to be independent datasets. A general time reversible model was used with gamma and invariants calculated and base frequencies from the sample. MCMC analysis with 5 x 105 generations was used initially but some datasets did not converge until after 5 x 106 generations and were subjected to as many as 107 generations of analysis.

Introns were excluded from analysis when the entire genus (FIG. 2Go) was being examined because particular introns were missing in some species and loci, and the length and sequence differences of introns across the genus made alignment impossible. Similarly the ITS1 and ITS2 regions were excluded from the whole genus analysis because length and sequence differences made meaningful alignment impossible. The BT2 and CF loci were excluded from all-Aspergillus comparisons because of possible non-homology of some amplicons.


Figure 2
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FIG. 2. Bayesian consensus tree depicting the relationship of species from the Trichocomaceae. Tree based on RPB2, 5.8S and partial 28S rDNA sequences. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. Talaromyces species are present in several distinct basal clades. All Aspergillus species along with Hamigera, Monascus and Eupenicillium species and a single Talaromyces species occur as a monophyletic group with 1.00 posterior probability.

 
The criteria of Dettman et al (2003aGo, 2006)Go were used to identify genealogical concordance. An independent evolutionary lineage was recognized if three of the four loci identified a clade or if a clade was strongly supported by bs proportions and Bayesian pp at one locus and no other locus was strongly supported in a contradictory topology. Monophyly was required for all taxa.

Sequence information from all four loci was included in alignments and used in the combined data analysis of the Aspergillus subgroups (FIGS 3Go–5GoGo and 5Go–10GoGoGoGoGo. FIGS 6Go, 11Go and 12Go were calculated using the combined data from CF, ID and RPB2.)


Figure 3
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FIG. 3. Sections Aspergillus and Restricti. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. Species names shown in quotations are either synonyms or names to be changed. E. pseudoglaucum is a synonym of E. repens, E. heterocaryoticum and E. montevidensis are both synonyms of E. amstelodami, E. medium is a synonym of E. echinulatum and Edyuillia is a synonym of E. rubrum. Aspergillus proliferans, the only anamorphic species in section Aspergillus, is now connected with a teleomorphic state. E. umbrosum isolates form a lineage in E. herbariorum. "A. restrictus" NRRL 145 represents an undescribed species in section Restricti.

 

Figure 4
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FIG. 4. Sections Clavati, Cervini and Fumigati along with species of Neosartorya, Neocarpenteles and Dichotomomyces. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. In section Fumigati A. fumigatus var. ellipticus and two additional isolates fit the criterion of separate species, the N. spinosa isolates form two distinct species, one isolate of "N. pseudofischeri" represents a new species, three isolates marked "N. glabra" each represent a distinct species and one "N. quadricincta" isolate appears to represent an undescribed species. Basal parts of this section are not well resolved. In section Clavati one isolate labeled "A. giganteus" represents an undescribed species and Dichotomomyces cejpii fits into the section. In section Cervini, "A. nutans" and "A. kanagawaensis" each represent undescribed species.

 

Figure 5
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FIG. 5. Section Cremei and Chaetosartorya species. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. The four loci all strongly support the placement of A. stromatoides and C. stromatoides in distinct species, although they are supposedly an anamorph/teleomorph pair. A. brunneouniseriatus typically branches with section Cremei isolates (FIG. 1Go) but does not seem to be closely related to other species in the section as evidenced by its basal position in the tree diagram.

 

Figure 6
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FIG. 6. Section Nigri. Phylogram derived from combined CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. Ochratoxin-A is a known metabolite of A. niger and A. carbonarius isolates and reportedly some A. tubingensis isolates. Sibling of A. carbonarius isolates (ochratoxin-A producers) is the nontoxigenic A. ibericus. A. heteromorphus and A. ellipticus complete the clade of biseriate section Nigri species. The uniseriate isolates (A. japonicus and A. aculeatus) form a sibling clade.

 

Figure 7
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FIG. 7. Section Sparsi. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. A. sparsi isolates divide into two distinct species. A. anthodesmis previously has been placed in section Wentii (Cremei) and A. panamensis and A. conjunctus have been placed in section Usti or Nidulantes, but these species fit well into a revised section Sparsi.

 

Figure 8
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FIG. 8. Section Flavi and Petromyces species. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. The aflatoxigenic species with greatest impact on humanity (A. flavus, A. parasiticus) are found in this section. Petromyces species produce ochratoxin-A. A. lanosus is a distinct species and A. nomius isolates form two species. A. coremiiformis branches with the Petromyces species. The data used in building these trees do not distinguish A. oryzae or A. sojae from their toxigenic counterparts.

 

Figure 9
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FIG. 9. Section Circumdati and Neopetromyces species. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. The incongruence of trees from different loci indicates that A. flocculosus is conspecific with A. ochraceopetaliformis. Two undescribed species were found in the primary examination of isolates from this section and A. fresenii is considered a valid species. A. robustus branches with section Circumdati, but the association of A. robustus with this section has moderate statistical support. This tree agrees largely with the polyphasic study of Frisvad et al 2004Go.

 

Figure 10
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FIG. 10. Section Terrei, section Flavipedes and section Candidi. Phylogram derived from combined BT2, CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. Aspergillus terreus isolates are diverse and include undescribed lineages such as NRRL 4017 and NRRL 29810. A. terreus var. aureus is a distinct species. Fennellia flavipes is distinct from A. flavipes and Fennellia nivea is distinct from A. niveus; in each case a new name is needed for the anamorphic species. Several additional undescribed lineages are present in section Flavipedes. Aspergillus janus var. brevis is raised to species rank as Aspergillus brevijanus. A. candidus and A. campestris form section Candidi, which is placed in this tree diagram purely for convenience. The five putative A. candidus isolates examined represent three species, and a more thorough examination of A. candidus isolates is needed to resolve the taxonomy of section Candidi.

 

Figure 11
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FIG. 11. Sections Nidulantes, Versicolores and Ochraceorosei. Phylogram derived from combined CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. A monophyletic section Versicolores would include only A. versicolor and A. sydowii. All other species assigned to the section fit well into other sections, and here section Versicolores is not recognized. In section Nidulantes, E. quadrilineata contains "E. parvathecia" and "E. acristata" as synonyms. Only a few undescribed lineages were found in the isolates sampled here. A. raperi and A. ivoriensis form a monophyletic group that could represent a novel section, and A. bisporus isolates form a monophyletic group that could be made into a section. A. ochraceoroseus is type of the monophyletic section Ochraceorosei.

 

Figure 12
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FIG. 12. Section Usti. Phylogram derived from combined CF, ID and RPB2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities, type isolates designated by a superscript T, nodes supported at 90% bs and 0.90 pp are double thick. Section Usti includes E. heterothallica. All other Emericella species are contained in section Nidulantes. The section is largely resolved with strong statistical support for most branches. Component species previously have been assigned to sections Usti and Versicolores. Several undescribed lineages are recognized in this figure.

 

    RESULTS
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 LITERATURE CITED
 
DNA sequences used in this study are deposited in GenBank under accession numbers EF651877 [GenBank] –EF652511 [GenBank] ; EF661034 [GenBank] –EF661569 [GenBank] ; EF669515 [GenBank] –EF670001 [GenBank] , EU014076 [GenBank] –EU014121 [GenBank] and EU021596 [GenBank] –EU021694.

DNA amplification with the BT2 primers among isolates from section Nigri produced amplicons with either two or three introns. Amplification products from four A. japonicus-like isolates were the two-intron form of beta tubulin, while amplification products from four other A. japonicus-like isolates and other species in section Nigri were the three-intron form of the gene fragment. FIG. 1Go and FIG. 6Go respectively show the parsimony trees produced using data from BT2 or from the concordant loci CF, ID and RPB2 combined. The A. japonicus-like isolates in the BT2 tree (FIG. 1Go) form two statistically supported groups with two-intron isolates forming one monophyletic group and three-intron isolates forming a different monophyletic group. By comparison (FIG. 6Go) the combined data from the other three loci and each locus analyzed independently have all uniseriate (A. japonicus-like) isolates on a single strongly supported branch (single-locus trees not shown). Paralogy is suspected because the BT2 tree is strongly contradictory to the other three loci and the beta tubulin has a different intron structure.


Figure 1
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FIG. 1. Section Nigri, maximum parsimony tree generated from BT2 data. Numbers at the nodes are the bootstrap value/Bayesian posterior probabilities. A. japonicus and A. aculeatus isolates occur on distinct branches depending on whether the amplified fragment contains two or three introns, while the other loci (FIG. 6Go) all have uniseriate isolates on a single strongly supported branch. The two forms of beta tubulin amplified here appear to be paralogous.

 
Section Emericella, Usti and Versicolores isolates whose DNA was amplified with BT2 primers produced gene fragments that contained three introns (60 isolates) or two introns (29 isolates). The BT2 primers are specific for the benA locus of E. nidulans (three introns) and do not amplify the paralogous tubC locus of E. nidulans (two introns). Species from other Aspergillus sections and from outgroup species uniformly produced BT2 amplicons with three introns. More detailed investigations are needed to assess whether the two-intron amplicon of beta tubulin found here and found by others (e.g. Frisvad and Samson 2004Go) represents a paralogous gene. Sufficient doubt about the homology of the two-intron and three-intron beta tubulin exists (FIGS. 1Go, 6Go) so that BT2 was not used in the analysis of sections Emericella, Usti or Nigri.

The CF fragment amplified from more than 99% of the isolates included five exon and four intron sequences. In the case of Aspergillus candidus and A. campestris one of the introns is missing from the amplified fragment. The CF sequences aligned with a total length of 872 nt of which 475 nt code intron sequences and 397 nt code for amino acids.

The ID region sequences had an aligned length of 1275 nt. ITS1 included 246 aligned bases and ITS2 included 223 aligned bases. The ITS regions were excluded from analysis of the most distant relationships (FIG. 2Go) due to alignment problems, but the ITS regions were included in analysis of closely related organisms where the alignments were possible.

The RPB2 fragment was amplified with primers 5f and 7cr (Liu et al 1999Go) and from that amplification, homologous fragments of length 1008, 1011 or 1014 were retained and they aligned with a length of 1017 nt. RPB2 contains no intron sequences.

A subset of the data was assembled with some species from each Aspergillus section, Eupenicillium, Talaromyces, Hamigera, Thermoascus, Byssochlamys, and Trichoma species. Some of these species were examined by Lobuglio and Taylor (1993)Go, Berbee et al (1995)Go, Ogawa et al (1997)Go and Geiser et al (2006)Go but with only limited resolution in the Trichocomaceae. Only 5.8S rDNA, 28S rDNA sequences and the RPB2 sequences were used in this dataset. It was analyzed using MrBayes with three data partitions, each under a GTR model with invariants and gamma and rates in each partition were independent. MCMC analysis was run for 106 generations with four heated chains. The first 105 generations were omitted as burn-in. The consensus tree from that analysis is provided (FIG. 2Go). Bootstrap values also were calculated, as detailed in METHODS and shown on the tree diagram.

Consensus tree.— – The majority of species with Aspergillus anamorphs occur on three unresolved branches that each have 95–100% support by posterior probabilities (pp). The topmost of the strongly supported branch includes parts or all of 10 sections. Sections Terrei and Flavipedes are siblings whose membership does not correlate with that of Raper and Fennell (1965)Go. Species of Fennellia are in section Flavipedes while A. niveus the purported anamorph of F. nivea is in section Terrei. A. microcysticus and A. ambiguus (section Versicolores) are members of section Terrei. The sections and the node uniting these sections as siblings have strong support from bs and pp. Section Candidi appears next (FIG. 2Go) but the low pp suppport makes this placement questionable. Section Nigri (no known teleomorph) and section Flavi (Petromyces teleomorph) are sibling sections with strong statistical support, but the low support at the node uniting these sections with the rest of the genus leaves their exact placement in question. Section Circumdati, including A. robustus, and section Cremei are both well supported statistically as sections. Three other sections, Fumigati, Clavati and Cervini, occur on a strongly supported branch with each of the sections also well supported statistically.

The second branch from the polytomy unites sections Nidulantes, Usti and Sparsi. Each section is well supported statistically. Section Versicolores is contained within section Nidulantes and as a monophyletic group contains only A. versicolor and A. sydowii. The third branch from the polytomy strongly unites section Aspergillus and Restricti as sibling sections.

Basal to the polytomy is a strongly supported (1.00 pp) branch that contains Warcupiella spinulosa, Aspergillus zonatus, Aspergillus clavatoflavus, and Penicilliopsis clavariiformis along with Talaromyces leycetanus, Hamigera avellanea and Monascus purpurea. Another basal branch contains Eupenicillium species as well as A. malodoratus, A. crystallinus and Hemicarpenteles paradoxa. The Eupenicillium branch has 80% bs and 1.00 pp statistical support. The species of Sclerocleista (section Ornati) form a basal clade with 1.00 pp support. Other species attributed to section Ornati (H. paradoxus, W. spinulosa, A. raperi and A. brunneouniseratus) occur in several different branches of the tree. Basal to Aspergillus species are Thermoascus, Byssochlamys, Talaromyces, Geosmithia and Trichoma.

On the basis of the cladogram (FIG. 2Go) more detailed trees were calculated including all available species from the sections defined in FIG. 2Go.

Sections Aspergillus and Restricti and Eurotium species.— Fifteen species are distinguished in the section Aspergillus clade and eight species are present in the section Restricti clade (FIG. 3Go) on the basis of congruence analysis of the four loci. The type isolate of each lineage is shown in boldface in the tree diagram. Isolates whose identification is in question are given the name they previously have been identified as, but the name is surrounded by quotation marks.

The E. echinulatum lineage is represented by the type isolate, the type isolate of E. medium, and A. brunneus NRRL 133 (anamorph of E. echinulatum). Because of priority E. medium is a synonym of E. echinulatum. The sibling species of E. echinulatum is E. niveoglaucum.

A. proliferans is the only anamorphic species assigned to the "A. glaucus group" (Raper and Fennell 1965Go). Two isolates of Eurotium, NRRL 71 and NRRL 114 were described respectively as representative of the E. rubrum isolates with larger cleistothecia and zonate conidial areas (NRRL 71) and "may represent a strain transitional between A. mangini and A. ruber" (NRRL 114) (Raper and Fennell 1965Go). These three isolates form a monophyletic group and the two Eurotium isolates represent the teleomorphic state of A. proliferans.

Two isolates of E. herbariorum and two isolates of E. umbrosum form a clade supported by all four loci (FIG. 3Go). The E. herbariorum lineage is statistically supported by two loci while the E. umbrosum lineage is strongly supported in the other two loci. E. carnoyi consistently branches with the four species mentioned above. Low bs and pp values leave the exact relationship of E. carnoyi to the other species unresolved (FIG. 3Go).

The E. repens lineage includes the type isolate, an isolate of A. reptans (anamorphic state), the type isolate of E. pseudoglaucum and one other E. repens isolate. E. pseudoglaucum is a synonym of E. repens on the basis of congruence and priority. The E. rubrum lineage is represented by the type and one nontype isolate plus the type isolate of Edyuillia athecia. The concordance of the trees and high statistical support show that Edyuillia is a synonym of Eurotium. E. tonophilum is known in this study only from the type isolate. Although these three species form a strongly supported branch the branching order is not resolved.

The E. amstelodami lineage includes three isolates that originated from human infections (NRRL 108 an ex type isolate of E. montevidense, NRRL 35696 and NRRL 35697), an ex type isolate of E. heterocaryoticum (Christensen et al 1965) and an isolate of A. hollandicus (anamorph of E. amstelodami). The three isolates with medical origins do not form a separate species under concordance criteria, nor are E. montevidense or E. heterocaryoticum distinct from E. amstelodami. Because E. amstelodami was described first E. heterocaryoticum and E. montevidense are synonyms of E. amstelodami.

Three isolates of E. intermedium and one isolate of A. equitis form the E. intermedium lineage. Eurotium chevalieri along with E. cristatum form a sibling clade to E. amstelodami and E. intermedium. E. cristatum is well supported as a distinct lineage by bs and pp. The relationships of these four species are fully resolved in the tree (FIG. 3Go).

Eurotium xerophilum is represented by two isolates and E. leucocarpum is represented only by the ex type isolate. Congruence and very high statistical support at all loci demonstrate that these are distinct lineages.

The sibling group of the Eurotium clade contains E. halophilicum and the species Raper and Fennell (1965)Go assigned to their "A. restrictus group". A single locus (ID) places E. halophilicum with the other Eurotium species with 73% bs support while the BT2, CF and RPB2 loci place E. halophilicum with the anamorphic species from section Restricti but with insignificant statistical support. The current dataset does not satisfactorily resolve the position of E. halophilicum. High bs and pp values and concordance show that A. restrictus, A. caesiellus, A. conicus, A. vitricola, A. penicillioides, A. gracilis and "A. restrictus" NRRL 145 (FIG. 2Go) are distinct lineages. The four isolates of A. restrictus are polymorphic at each protein coding locus but there is no concordance of the loci nor is there statistical support for any substructure in the lineage.

Sections Fumigati, Cervini and Clavati and Neosartorya, Neocarpenteles and Dichotomomyces (FIG. 4Go).— The A. fumigatus lineage include the ex type of A. fumigatus (NRRL 163), A. phialisepticus (NRRL 6113), A. fumigatus var. acolumnaris (NRRL 5587) and A. anomolus (NRRL 5517), and the lineage is supported by concordance, bs and pp statistics. Three isolates sometimes placed in A. fumigatus, including A. fumigatus var. ellipticus (NRRL 5109) and "A. fumigatus" (NRRL 164 and NRRL 165), form a lineage with 100% bs and pp support in the CF locus and with nondiscordant patterns at the other loci. Using the Dettman et al (2003a)Go definition of lineages A. fumigatus var. ellipticus is supported as a species. The other four isolates examined here form the A. fumigatus lineage. A. phialisepticus, A. fumigatus var. acolumnaris and A. anomolus are synonyms of A. fumigatus because of priority.

The sibling species of A. fumigatus is the Neosartorya fischeri lineage. Ancestral to both species are A. lentulus, N. spinosa, N. laciniosa, N. aureola and A. viridinutans. Concordance of trees from each locus and statistical support demonstrate these lineages. Among the isolates of N. spinosa are two lineages, one corresponding to the type isolate and another composed of NRRL 185 and NRRL 3435. The latter lineage is strongly supported statistically at the CF locus and the other loci are nondiscordant.

N. quadricincta, A. duricaulis and A. brevipes form a strongly supported branch with each species supported by statistics and concordance. Among the N. quadricincta isolates NRRL 4175 is a distinct lineage both by concordance and statistics. N. pseudofischeri, N. tatenoi and N. spathulata are distinct lineages. Most of the isolates of N. pseudofischeri are similar and form a lineage. However NRRL 1283 differs significantly from other isolates of N. pseudofischeri and by concordance and statistical support is a distinct lineage.

Neosartorya glabra is represented by six isolates in this study. The type isolate and two others form a lineage, but each of the other three isolates is a distinct lineage on the basis of concordance.

Neosartorya fennelliae is represented by five isolates that form a lineage. Sibling to N. fennelliae is N. otanii. The N. otanii isolates were identified tentatively as such by BT2 sequences identical to the published sequence from the type isolates (Takada et al 2001Go, GB# AB201363 [GenBank] ). The loci show discordant patterns among these five isolates, relegating them to a single lineage. The isolates of N. otanii used here are tentatively identified, so N. otanii cannot be considered a synonym of N. fennelliae until the ex type isolates also are examined. The relationships of the Neosartorya species are not fully resolved by the current data. A number of additional newly described species have not been included here (Horie et al 1995Go, Horie et al 2001Go, Hong et al 2005Go, Hong et al 2006Go).

The sibling section of Fumigati is composed of section Clavati and species of Dichotomomyces. Aspergillus clavatus is a widespread and variable species well supported by concordance and statistics (FIG. 4Go). Included in the lineage is NRRL 5811 ex type isolate of A. pallidus that is distinguished from A. clavatus on the basis of white coloration. Because it is part of the A. clavatus lineage it is a synonym of A. clavatus. Neocarpenteles acanthosporus shares a most recent common ancestor with A. clavatus but is a distinct lineage by concordance and statistics. The other species in section Clavati include A. giganteus, A. longavesica, A. clavatonanicus, A. rhizopodus and one undescribed species (FIG. 4Go). Isolates of Dichotomomyces cejpii form a sibling group of N. acanthosporus and section Clavati. Dichotomomyces, which has an anamorphic state in Polypaecillum, is a monophyletic group distinct from Neocarpenteles.

The section Cervini branch contains the four species placed in the group by Raper and Fennell (1965)Go and two additional lineages. Full congruence of trees based on the separate loci and strong statistical support recognize the six lineages. Isolates phenotypically identified as A. kanagawaensis and as A. nutans each split into two separate lineages.

Section Cremei and Chaetosartorya species (FIG. 5Go).— The three C. stromatoides isolates form a lineage with strong bs and pp support. The type strain of A. stromatoides is distinct from C. stromatoides and is not its anamorph (Peterson 1995Go). A. stromatoides should be given a new name. A. itaconicus and A. gorakhpurensis are most closely related to C. stromatoides, and the branching of these two species is statistically supported. The C. cremea lineage is distinct by concordance and statistics. Other lineages in the section are C. chrysella, A. wentii, A. dimorphicus, A. pulvinus and A. flaschentraegeri. While other studies (Peterson 1995Go) found A. dimorphicus to be a synonym of A. wentii, the additional data used here show that it is a distinct species. A. brunneouniseriatus occurs with the section Cremei isolates but there is only slight statistical support for this arrangement (FIG. 5Go).

Section Nigri (FIG. 6Go).— As noted above only CF, ID and RPB2 loci were used in congruence analysis of section Nigri. Seven lineages are present among the biseriate species in the section. The A. niger lineage identified by concordance and statistics includes the ex type isolate of A. foetidus. The latter species is a synonym of A. niger. Other lineages within A. niger are nullified by discordance with strong statistical support. Putative isolates of A. tubingensis form two lineages; one contains the type isolate of A. tubingensis and the other an isolate of A. foetidus var. acidus. The distinction of NRRL 4750 is strongly supported statistically and not contradicted by congruence. The four A. carbonarius isolates form a lineage with concordance and statistical support. The sibling species A. ibericus forms a distinct lineage. Aspergillus heteromorphus and A. ellipticus are represented only by the ex type isolates.

Isolates of the uniseriate species A. japonicus and A. aculeatus form a strongly supported branch associated with the biseriate species of the section (FIGS. 1Go, 6Go). A third uniseriate species A. homomorphus (Samson et al 2005Go) was not included here but appears to be distinct from isolates examined here on the basis of the BT2 sequence. The four A. japonicus isolates examined form a single lineage with concordance and statistical support. The four putative A. aculeatus isolates show patterns of congruence and strong bs support for three lineages. Several recently described species (Samson et al 2005Go) have not been included in this study. The BT2 sequences of A. lacticoffeatus is identical to the sequence from A. niger ex type. The species A. vadensis, A. piperis and A. costaricaensis have BT2 sequences distinct from the ex type culture of A. tubingensis but were not included in this study.

Section Sparsi (FIG. 7Go).— Eight lineages are in section Sparsi. Aspergillus panamensis was placed the A. wentii group (Thom and Raper 1945Go) or the A. ustus group (Raper and Fennell 1965Go). A. anthodesmis was placed in the A. wentii group (Samson 1979Go). A. conjunctus was placed in A. nidulans group (Raper and Fennell 1965Go). Phylogenetic analysis of the BT2, CF and RPB2 loci splits the four A. sparsus isolates into sibling species, two isolates from Central America comprising A. sparsusT (NRRL 1933) and two isolates originating in Haiti representing an undescribed species. Aspergillus diversus and A. biplanus are sibling taxa that are supported in 95–100% of the bs samples of the BT, CF and RPB2 loci, the ID locus being congruent but with nonsignificant bs support. A. funiculosus is the only uniseriate species in the section.

Section Flavi and Petromyces species (FIG. 8Go).— Twelve lineages were observed in section Flavi. The A. flavus lineage included the ex type cultures of A. oryzae, A. flavus v. columnaris and A. thomii. One species often held to be synonymous with A. flavus, A. subolivaceus, was supported as a separate lineage by two loci with high bs and pp statistics. The A. parasiticus lineage included the type strain of A. terricola var. americana and an isolate of A. sojae. The A. tamarii lineage included the type isolates of A. flavofurcatis and A. terricola. The A. nomius isolates formed two lineages with statistical support and the concordance of two loci. The Petromyces alliaceus clade contained the type isolate and three others. The ex type isolate of P. albertensis and NRRL 317 are strongly supported as a lineage by the BT2 locus (86% bs, 1.00 pp). The other loci do not distinguish the lineage but are not discordant. Aspergillus lanosus lineage contains the type isolate (from India) and NRRL 5108 isolated in Argentina. BT2 and CF loci show these isolates as a statistically supported lineage, ID is nondiscordant and RPB2 has statistical support for each isolate being a distinct lineage. The A. coremiiformis lineage is moderately well supported (84% bs) as sibling taxon of the Petromyces branch. A. caelatus, A. pseudotamarii and A. bombycis are strongly supported lineages. A. leporis and A. avenaceus are well separated from other species but belong in the section (FIG. 2Go).

Section Circumdati and Neopetromyces species (FIG. 9Go).— Twenty-two lineages were identified in section Circumdati. This treatment differs from the single locus study of Frisvad et al (2004)Go primarily in identifying additional species. Some of the isolates identified by Raper and Fennell (1965)Go as A. petrakii form a lineage, but because the type isolate of A. petrakii is in the A. ochraceus lineage the species is invalid under the rules of the ICBN. These isolates (NRRL 4748 and NRRL 4789) form an unnamed lineage. Two isolates (NRRL 6161 and NRRL 5170) form a lineage. NRRL 6161 was considered to be the type strain of A. fresenii, so the species can be returned to usage. Also two isolates resembling A. sclerotiorum (NRRL 35028 and NRRL 35056) form a lineage by concordance and statistical support. Other lineages (FIG. 9Go) are supported by majority rule concordance and/or strong statistical support.

Sections Terrei, Flavipes, Versicolores (in part) and Fennellia species (FIG. 10Go).— Six lineages were observed among isolates that fit into Raper’s and Fennell’s (1965)Go concept of section Terrei. The A. terreus var. africanus lineage is supported by concordance of trees and statistics as distinct from the A. terreus lineage. Two additional isolates of "A. terreus", NRRL 1913 and NRRL 260 form an unnamed lineage closely related to the prior two species. Single-isolate lineages found in the section are represented by NRRL 4017, NRRL 28910 and A. terreus var. aureus NRRL 1923. The taxonomic changes will be published elsewhere. Also included in section Terrei are four species typically placed in section Flavipedes and two species from section Versicolores. Four isolates including the type isolate of "A. niveus" constitute a lineage by concordance and statistics. Fennellia nivea, the hypothesized teleomorph is not related to "A. niveus" and thus this species must be renamed. Closely related to "A. niveus" is A. carneus. Two isolates of A. allahabadii constitute a lineage on the basis of concordance and statistical support. A. niveus var. indicus is a single-isolate lineage clearly distinguished from "A. niveus" and from F. nivea. It will be raised to species rank in a separate publication. Also included in this section (FIGS. 2Go, 10Go) are the species A. ambiguus and A. microcysticus, originally placed in section Versicolores.

In a sibling branch are species previously assigned to sections Flavipedes and Usti. Three isolates identified as A. flavipes form a lineage that is sibling of F. flavipes. However the A. flavipes lineage does not include the type isolate of that species and so must be given a new name. The A. iizukae lineage is represented by the type isolate and NRRL 35046. The type isolate of A. flavipes NRRL 302 represents another lineage but because it is not part of the F. flavipes lineage must be renamed. Three additional single-isolate lineages are recognized, A. aureofulgens, represented by the type isolate NRRL 6326, "A. carneus" NRRL 4610, and "A. aureofulgens" NRRL 32683. A. janus and A. janus var. brevis are strongly supported by concordance and statistics to represent distinct lineages. To reflect that fact the variety is raised to species rank as A. brevijanus.

Aspergillus brevijanus comb. nov. (Raper and Fennell) S.W. Peterson

Basionym: Aspergillus janus variety brevis.

Mycologia 36:561. 1944.

Section Candidi includes the two species A. candidus and A. campestris (Peterson 2000Go) and is included in FIG. 10Go merely for convenience. From the initial survey of five putative A. candidus isolates, two additional lineages have been recognized. Section Candidi is part of a strongly supported clade in the Aspergillus isolates (FIG. 2Go) and additional studies are needed to understand its diversity.

Sections Nidulantes, and Ochraceorosei and other species (FIG. 11Go).— Section Nidulantes includes 27 lineages that are supported by concordance of the trees and statistics. The E. quadrilineata lineage includes the ex type isolates of E. parvathecia and E. acristata. Emericella variecolor isolates as identified by Raper and Fennell (1965)Go represent two separate lineages. Among isolates previously identified as A. versicolor are lineages centered on the type isolates of A. tabacinus and A. protuberus and an undescribed lineage that includes NRRL 227. A. versicolor and A. sydowii isolates form a monophyletic section Versicolores, but no other species assigned to section Versicolores can be put in a monophyletic group with the type of the section, A. versicolor. Accordingly the section could be dropped with little loss. A. aeneus isolates represent two separate sibling lineages. Aspergillus raperi and A. ivoriensis form a monophyletic group, and while they could be placed in section Nidulantes are sufficiently different that they were once placed in section Ornati (Samson 1979Go). A. bisporus isolates also form a monophyletic group and they previously were placed in section Cervini (Samson 1979Go). Monophyly and phenotype suggest that new sections be erected for these species.

Section Usti.— Section Usti (FIG. 12Go) includes 15 lineages. A. ustus and A. puniceus previously were placed in section Usti while the other species have been placed mostly in Versicolores or Nidulantes. A single species of Emericella, E. heterothallica belongs in section Usti with all other Emericella species in section Nidulantes. A. amylovorous is synonymous with the subsequently named A. cavernicola. Samson (1979)Go placed A. amylovorous, A. cavernicola, A. elongatus, A. lucknowensis and A. pseudodeflectus in the A. versicolor group and A. kassunensis and A. egyptiacus in the A. nidulans group. Raper and Fennell (1965)Go placed A. granulosus in the A. versicolor group and E. heterothallica and A. subsessilis in the A. nidulans group. All of these species fit into a monophyletic section Usti.


    DISCUSSION
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 LITERATURE CITED
 
Phylogenetic and systematics understanding of fungi are undergoing profound changes as DNA sequence data are used in diverse studies such as the AFTOL (e.g. Geiser et al 2006Go) or the number of species in Neurospora (Dettman et al 2003bGo). Analytical techniques are available to address the broad question of how all fungi are related and also the very narrow question of where species boundaries occur (Baum and Shaw 1995Go, Taylor et al 2000Go, Sites and Marshall 2003Go). The issue of what constitutes a species continues to be debated (e.g. Rieppel 2007Go), but the phylogenetic species concept with recognition by concordance of independent gene trees is a very attractive option. Because these species are defined in terms of genetics, monophyly can be assured. An additional benefit of genetically defined species is that they are readily amenable to rapid detection techniques that identify species through polymorphisms in DNA (Perrone et al 2006Go, Page and Kurtzman 2005Go).

Interpreting the species.— – Dettman et al (2003aGo, bGo, 2006)Go described phylogenetic species recognition through concordance of phylogenetic trees from unlinked loci. This is the approach used in interpreting these data. Branches are categorized as fully congruent when a single group of isolates always occurs as a terminal group and there is strong statistical support for that grouping, either by bootstrap analysis or Bayesian posterior probability analysis. Branches are categorized as noncontradictory when one locus produces a grouping of isolates that contradicts another locus but does so without significant statistical support. Branches are categorized as contradictory when there is strong statistical support for grouping the isolates differently based on the locus used to analyze them. Given recombination one expects alleles from unlinked loci to recombine producing different allelic patterns and thus in phylogenetic analysis to produce incongruent tree diagrams among isolates of a species. Multiple isolates of each species were examined where possible, but the approach has been limited by several species that are known only from the type isolate and the finding that many assumed species are actually composed of several species, which reduced the number of isolates representing each species.

Having a stable and nonmorphological means of identifying species has been especially helpful in medical mycology where there is occasional uncertainty about the identity of isolates causing various human infections (Padhey et al 1995, Lonial et al 1997Go, Guarro et al 2002Go, Jarv et al 2004Go, Balajee et al 2005aGo, bGo) and where the need for defined species boundaries is clear (Hinrikson et al 2005Go).

When the Fennellia species were discovered and described (Wiley and Fennell 1973Go, Wiley and Simmons 1973Go) there was no simple way to connect anamorphic and teleomorphic states other than seeing them in the same culture. The anamorphs of F. nivea and F. flavipes were similar to the existing species A. niveus and A. flavipes and the connection was postulated. The concordance analysis disproves the hypothesis with strong statistical support. The usefulness of concordance for hypothesis testing in Aspergillus provides a powerful analytical tool for decision making in taxonomy.

Distinguishing single-isolate species.— – In several of the Aspergillus sectional tree diagrams single-isolate species occur as siblings (e.g. FIG. 3Go. section Restricti; FIG. 4Go A. duricaulis and A. brevipes; FIG. 5Go A. itaconicus and A. gorakhpurensis). Invoking genetic distance as the basis for distinguishing species is unreasonable because species occur in different sized measures of time and space (Reippel 2007). Dettman et al (2003b)Go consider genetic differentiation as necessary for a species. The branching to A. itaconicus has support of 63% bs and 1.00 pp (FIG. 5Go), while the branching to A. gorakhpurensis has support of 94% bs and 1.00 pp and the branch to A. stromatoides has support values of 100% bs and 1.00 pp. Strong statistical support derived from phylogenetically informative data along with the branch being present in each of the single locus trees is taken as support for the isolate representing a distinct species. Samson et al (2004)Go applied morphological, physiological and extrolite data to single locus DNA data in revising Penicillium subgenus Penicillium. That approach does much to enhance our knowledge of biodiversity and characteristics of fungi but does not directly address the issue of species versus individuals in the species.

Beta tubulin genes.— – Beta tubulin is found at two loci in several of the Aspergillus species that have been sequenced. A. fumigatus has beta tubulin at GenBank No. AFUA_7G00250 and GenBank No. A-FUA_1G10910; N. fischeri at GenBank No. N-FIA_112720 and GenBank No. NFIA_014730; A. clavatus at GenBank No. ACLA_046030 and Gen-Bank No. ACLA_024600 and A. nidulans has the benA (GenBank No. M17519 [GenBank] ) and tubC (GenBank No. M17520 [GenBank] ) loci. The genes are structurally different in regard to intron number and position. Paralogy is one possible explanation for the difference in intron number and the strong discordance of trees from different loci observed in section Nigri (FIGS. 1Go, 6Go). It is puzzling that among the sibling species A. japonicus and A. aculeatus, different forms of beta tubulin were amplified by primers that have demonstrated specificity in a broad diversity of fungi (Glass and Donaldson 1995Go). On the other hand one could hypothesize horizontal transfer between species or an internal rearrangement of the gene involving intron loss or gain (Logsdon 2004Go). Significantly more information is needed to explain these results, but because of the strong discordance, beta tubulin was not used for analysis of groups where the physical structure of the amplified fragment differed.

Sections and subgenera.— – The last general revision of subgeneric taxonomy for Aspergillus was proposed by Gams et al (1985)Go, in which the genus was divided into 18 sections organized in six subgenera. Species from Eurotium and the A. restrictus group were placed in subgenus Aspergillus. This disposition is strongly supported by phylogenetic analysis and the statistical support for the subgenus is strong. Gams et al (1985)Go also placed sections Fumigati and Cervini in subgenus Fumigati and section Clavati in subgenus Clavati. The principal of monophyly (FIG. 2Go) shows that sections Clavati and Fumigati could be placed in a single subgenus, either with section Cervini also in the subgenus or in a distinct subgenus. It seems reasonable to place all three sections in subgenus Fumigati and no longer use subgenus Clavati because it is superfluous. Section Ornati in subgenus Ornati is fully in agreement with the phylogenetic analysis. However section Ornati is reduced to include only the species with teleomorphs in Sclerocleista and the other species from the section are in phylogenetically distinct groups. Subgenus Circumdati (Gams et al 1985Go) contains sections Circumdati, Candidi, Cremei, Flavi, Nigri, Sparsi and Wentii. Phylogenetically a monophyletic subgenus Circumdati contains sections Circumdati, Candidi, Cremei, Flavi, Flavipedes, Nigri and Terrei. Section Wentii was regarded as superfluous by Peterson (1995)Go and this study is in agreement. Subgenus Nidulantes contains sections Nidulantes, Flavipedes, Terrei, Usti and Versicolores (Gams et al 1985Go). Phylogenetically the subgenus contains section Nidulantes, Ochraceorosei (Frisvad et al 2005Go), Usti and Sparsi. Section Versicolores as envisioned by Gams et al (1985)Go contains species that are phylogenetically members of other sections and subgenera. A monophyletic section Versicolores contains only A. versicolor and A. sydowii, and those two species are accommodated easily in section Nidulantes. On this basis section Versicolores is superfluous and its use should cease.

There are some species whose disposition in a monophyletic taxonomy is not so clear. Aspergillus raperi and A. ivoriensis form a monophyletic group that could be included in section Nidulantes (FIG. 11Go) or could be described as a distinct section. A. bisporus is monophyletic and similarly could be described as a section. A. silvaticus is a distinct species whose monophyletic placement would indicate the need for a section to accommodate it. These hypothetical sections would be placed in subgenus Nidulantes.

Aspergillus malodoratus, A. crystallinus and Hemicarpenteles paradoxa are phylogenetically part of the Eupenicillium lineage of Penicillium. Raper and Fennell (1965)Go noted that A. crystallinus and A. malodoratus have a stage where the conidiogenous cells resemble Penicillium species. Phylogenetically they belong in Penicillium and the formal name change will be made elsewhere. Aspergillus clavatoflavus, A. zonatus and Warcupiella spinulosa form separate monophyletic groups (FIG. 2Go) and separate sections could be erected to accommodate these species. However further detailed study is needed to resolve the relationships of these species to Hamigera and Monascus species and make necessary taxonomic changes.

Aspergillus groups (Thom and Church 1926Go, Thom and Raper 1945Go, Raper and Fennell 1965Go) have been taxonomic aids that have changed regularly as the collection and interpretation of data became more and more complete. It is only since 1985 (Gams et al 1985Go) that the groups have had status in the taxonomic hierarchy as sections. The limited resolution of species and section (FIG. 2Go) suggests (Rokas and Carroll 2005Go) that additional genes be sequenced to arrive at a fully resolved tree.

It would be possible to change the taxonomy of Aspergillus splitting the form genus into a number of genera based on the teleomorphic states associated with particular monophyletic groups. The retention of Aspergillus as a genus reflects a monophyletic arrangement. Aspergillus in the broad sense includes some species that have teleomorphs and other species that display only the anamorphic state. Keeping Aspergillus as a monophyletic genus reflects the actual relationships of species displaying an aspergillum whereas dividing the form genus into several genera based on teleomorphs would deemphasize the relationships for most biologists not intimately familiar with the genus. For this reason and the logical difficulty of describing Aspergillus species as, for instance Eurotium species when they lack the Eurotium state, the larger form genus Aspergillus is retained.

Eupenicillium species are a monophyletic group within the larger monophyletic group that includes Aspergillus species (FIG. 2Go), while the Penicillium species that have Talaromyces teleomorphs or are placed in subgenus Biverticillatum form groups outside of the Aspergillus branch. The phylogenetic distinction between subgenus Biverticillatum and the Eupenicillium related species is well documented (Berbee et al 1995Go) but the relationship of Eupenicillium and Aspergillus species has not been supported by sufficient statistical support to resolve it. Morphologically both Aspergillus species and Eupenicillium species have ampuliform conidiogenous cells (phialides) while those in subgenus Biverticillium are acerose with collula tapering to fine apical openings, a distinction on which Pitt (1980)Go was able to key species into subgenera.


    ACKNOWLEDGMENTS
 
The author is grateful for skillful technical assistance provided by Dr Bruno Mannarelli, Ms Jennifer Scoby and Ms Jennifer Steele. The mention of firm names or trade products does not imply that they are endorsed or recommended by the U. S. Department of Agriculture over other firms or similar products not mentioned.


    FOOTNOTES
 
Accepted for publication January 7, 2008.

1 Corresponding author. E-mail: stephen.peterson{at}ars.usda.gov


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