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Journal of Clinical Microbiology logoLink to Journal of Clinical Microbiology
. 2004 Nov;42(11):5109–5120. doi: 10.1128/JCM.42.11.5109-5120.2004

Genetic Diversity of Human Pathogenic Members of the Fusarium oxysporum Complex Inferred from Multilocus DNA Sequence Data and Amplified Fragment Length Polymorphism Analyses: Evidence for the Recent Dispersion of a Geographically Widespread Clonal Lineage and Nosocomial Origin

Kerry O'Donnell 1,*, Deanna A Sutton 2, Michael G Rinaldi 2, Karen C Magnon 3, Patricia A Cox 4, Sanjay G Revankar 2,, Stephen Sanche 2,, David M Geiser 5, Jean H Juba 5, Jo-Anne H van Burik 6, Arvind Padhye 7, Elias J Anaissie 8, Andrea Francesconi 9, Thomas J Walsh 9, Jody S Robinson 1
PMCID: PMC525153  PMID: 15528703

Abstract

Fusarium oxysporum is a phylogenetically diverse monophyletic complex of filamentous ascomycetous fungi that are responsible for localized and disseminated life-threatening opportunistic infections in immunocompetent and severely neutropenic patients, respectively. Although members of this complex were isolated from patients during a pseudoepidemic in San Antonio, Tex., and from patients and the water system in a Houston, Tex., hospital during the 1990s, little is known about their genetic relatedness and population structure. This study was conducted to investigate the global genetic diversity and population biology of a comprehensive set of clinically important members of the F. oxysporum complex, focusing on the 33 isolates from patients at the San Antonio hospital and on strains isolated in the United States from the water systems of geographically distant hospitals in Texas, Maryland, and Washington, which were suspected as reservoirs of nosocomial fusariosis. In all, 18 environmental isolates and 88 isolates from patients spanning four continents were genotyped. The major finding of this study, based on concordant results from phylogenetic analyses of multilocus DNA sequence data and amplified fragment length polymorphisms, is that a recently dispersed, geographically widespread clonal lineage is responsible for over 70% of all clinical isolates investigated, including all of those associated with the pseudoepidemic in San Antonio. Moreover, strains of the clonal lineage recovered from patients were conclusively shown to genetically match those isolated from the hospital water systems of three U.S. hospitals, providing support for the hypothesis that hospitals may serve as a reservoir for nosocomial fusarial infections.


Members of the phylogenetically diverse monophyletic Fusarium oxysporum complex (FOC) are best known as cosmopolitan soilborne plant pathogens that are responsible for economically devastating vascular wilts of an enormous range of agronomically important plant hosts (6). Members of the FOC are also frequently isolated from nonplant sources, particularly from the soil but also from air and animals. Over the past 2 decades, however, fusaria have emerged as opportunistic pathogens causing life-threatening disseminated infections in immunocompromised patients (3). In patients who are persistently neutropenic, deeply invasive fusarial infections cause 100% mortality (18). Most localized and disseminated cases of fusariosis are caused by members of the Fusarium solani species complex, followed by members of the FOC (1). Fortunately, the recent development of one strain of F. oxysporum as a model system will greatly facilitate the molecular genetic dissection of fungal virulence determinants during plant and animal pathogenesis (24).

Although molecular epidemiological studies have been completed for nosocomial fusariosis (1, 25), most of the analyses were conducted on members of the F. solani species complex. Nevertheless, a relationship between an environmental isolate and a patient isolate was determined in one case of infection due to a member of the FOC (1). Little is known about the molecular epidemiology of clinically important members of the FOC, even though they were isolated from a San Antonio, Tex., hospital pseudoepidemic (i.e., a false epidemic due to contamination of clinical specimens) associated with bronchoscopy specimens in 1997 to 1998 (S. E. Sanche, D. A. Sutton, K. Magnon, R. Cox, S. Revankar, and M. G. Rinaldi, Abstr. 98th Gen. Meet. Am. Soc. Microbiol., abstr. F-102, 1998) (hereafter referred to as Texas hospital A) and as part of a 1996 environmental survey of a Houston, Tex., hospital water system suspected of serving as a reservoir of nosocomial fusariosis (1, 14) (hereafter referred to as Texas hospital B). Phylogenetic analyses of the FOC have been limited to phytopathogens (2, 21, 26). Results of these genetic diversity studies using multilocus DNA sequence typing (MLST) and amplified fragment length polymorphisms (AFLPs) have shown that some plant host-specific pathogens, called formae speciales, have polyphyletic evolutionary origins (2, 21, 26) and that this complex appears to consist of a large number of predominately or exclusively clonal lineages distributed among at least three clades. The latter finding was not unexpected, because no member of the FOC has been shown to undergo sexual reproduction, even though the few strains tested were shown to possess apparently functional mating-type (MAT) genes that are expressed and processed correctly (38).

The objectives of this study were to (i) investigate the genetic relatedness and population structure of a comprehensive set of isolates of the FOC from patients and the hospital environment spanning four continents, focusing on those recovered from the Texas hospital A pseudoepidemic; (ii) evaluate the hypothesis that hospital water systems might serve as reservoirs for nosocomial fusariosis by comparing FOC strains recovered from the environment in hospitals in Texas (14), Maryland, and Washington with isolates derived from patients; and (iii) investigate the phylogenetic diversity and evolutionary origins of human- and hospital environment-derived isolates by comparing them with phytopathogenic strains chosen to represent the known pathogenic and phylogenetic diversity of the FOC. To achieve these objectives, we have developed an initial set of MLST- and AFLP-based molecular markers that can be incorporated into long-range epidemiological studies. Results of the MLST and AFLP analyses reported here provide independent support for the validity of a clinically important, widespread clonal lineage within the F. oxysporum complex.

MATERIALS AND METHODS

Fungal strains.

Isolates of the F. oxysporum species complex (FOC) from patients, the environment, and other plant and animal sources were assembled from several national and international culture collections, with most of the isolates supplied by The University of Texas Health Science Center, San Antonio, Tex. (Table 1). All strains are stored cryogenically in the Agricultural Research Service (NRRL) Culture Collection, National Center for Agricultural Utilization Research, Peoria, Ill., for future reference.

TABLE 1.

Strains of the F. oxysporum complex and outgroups included in this study

NRRL no. Other designationa Yr Isolate sourceb Geographic origin Hospital or laboratory data
22533 CBS 244.61 1961 Aechmea fasciata Germany
22548 CBS 744.79 1979 Zygocactus truncatus Germany
22550 CBS 794.70 1970 Albizzia julibrissin Iran
22555 CBS 797.70 1970 Solanum tuberosum Iran
22903c IMI 375363 1987 Pseudotsuga menziesii Oregon
25184c CBS 573.94 1994 Peat Germany
25375 IMI 169612 1973 Human South Pacific
25378 IMI 214661 1977 Human Oklahoma
25387 ATCC 26225 1971 Toenail New Zealand
25420 BBA 66843 Gossypium sp. United States
25433 BBA 69050 Gossypium sp. China
25509 FRC O-1853 1995 Cyclamen, nonpathogen The Netherlands
25512 FRC O-1858 1995 Cyclamen, nonpathogen The Netherlands
25594 ATCC 16415 Ipomoea batatas South Carolina
25598 ATCC 18774 Soybean South Carolina
25603 Ploetz A2 Banana Australia
25728 CBS 463.91 1991 Human Germany
25749 ATCC 64530 1985 Foot ulcer Belgium
26022 Ploetz JLT44 Banana France
26024 Ploetz STB2 Banana Honduras
26033 Kistler CL58 1996 Tomato Florida
26035 Kistler Guil2 1987 Phoenix canariensis Tenerife, Canary Islands
26178 Gordon B9-9S Cucumis melo Maryland
26180 Gordon CR-III 1989 Soil California
26203 Kistler 73 Tomato Italy
26360 FRC O-755 1975 Eye Tennessee
26361 FRC O-783 1976 Human Tennessee
26362 FRC O-784 1976 Human South Carolina
26363 FRC O-1168 1982 Peritoneal fluid Rhode Island
26365 FRC O-1562 1987 Brain autopsy New York
26367 FRC O-1591 1987 Human Maryland
26368 FRC O-1723 1989 Amputated toe California
26370 FRC O-1732 1989 Foot Louisiana
26372 FRC O-1746 1990 Catheter, leukemic New York
26373 FRC O-1750 1992 Lung Chile
26374 FRC O-1777 1993 Leg ulcer California
26376 FRC O-1683 1988 Blood New York
26381 Kistler CL-57 1996 Tomato Florida
26383 Kistler GD-40 1996 Tomato Florida
26386 UTHSC 97-95 1997 Lung, unknown fever San Antonio, Tex. Hospital A
26387 UTHSC 96-2463 1996 Sputum, intestinal hemorrhage San Antonio, Tex. Hospital A
26388 UTHSC 96-2063 1996 Peritoneal dialysate New York
26389 UTHSC 96-1960 1991 Nail Connecticut
26390 UTHSC 96-1867 1996 Bronchial wash, lump in chest San Antonio, Tex. Hospital A
26391 UTHSC 96-1804 1996 Bronchial wash, respiratory neoplasm San Antonio, Tex. Hospital A
26392 UTHSC 96-1710 1996 Bronchial wash, bronchitis San Antonio, Tex. Hospital A
26393 UTHSC 96-1087 1996 Nail Connecticut
26394 UTHSC 96-840 1996 Leg ulcer California
26395 UTHSC 95-2234 1995 Whale blowhole Ohio
26397 UTHSC 95-1193 1995 Hand abscess San Antonio, Tex. Hospital A
26398 UTHSC 95-1173 1995 Foot wound Florida
26399 UTHSC 95-1058 1995 Bronchial wash, respiratory failure San Antonio, Tex. Hospital A
26400 UTHSC 95-727 1995 Throat California
26401 UTHSC 95-404 1995 Ointment contaminate San Antonio, Tex. Private industrial laboratory A
26402 UTHSC 95-315 1995 Ointment contaminate San Antonio, Tex. Private industrial laboratory A
26403 UTHSC 95-144 1995 Left calf Minnesota
26406 Gordon K419 1989 Cucumis melo Jalisco, Mexico
26409 ATCC 10913 Tobacco Maryland
26442 IMI 141108 Lilium sp. South Carolina
26551 UAMH 5692 1987 Leg ulcer Saskatchewan, Canada
26677 FRL F7325 1987 Nail Sydney, Australia
26679 FRL F7463 1987 Gum abscess Sydney, Australia
26680 FRL F8433 1989 Leukemic Sydney, Australia
28013 CDC B-5736 1996 Blood, leukemic Delaware
28031 CDC B-3882 1983 Toe nail South Carolina
28244 BBA 70516 1998 Greenhouse irrigation water Finland
28245 BBA 70517 1998 Greenhouse irrigation water Finland
28670 UWash 97-25989 1997 Sink drain Seattle, Wash. Hospital
28678 UWash 97-25459 1997 Mouthwash Seattle, Wash. Hospital, patient B
28680 UWash 97-9417-2 1997 Lung Seattle, Wash. Hospital, patient K
28683 UWash 98-1455 1998 Mouthwash Seattle, Wash. Hospital, patient F
28684 UWash 97-11584 1997 Mouthwash Seattle, Wash. Hospital, patient L
28685 UWash 93-11340 1993 Enteric stool screen Seattle, Wash. Hospital, patient P
28686 UWash 95-6570 1995 Sinus wash Seattle, Wash. Hospital, patient O
28687 UWash 93-8070 1993 Kidney autopsy Seattle, Wash. Hospital, patient E
31166 Hospital B#9 2000 Renal renal cancer Houston, Tex. Hospital B
32176 Hospital B#F15 2000 Lung cancer, lung autopsy Houston, Tex. Hospital B
32377 Hospital B#B 2000 Sputum, leukemic Houston, Tex. Hospital B
32507 FRC O-1885 1996 Sink faucet Houston, Tex. Hospital B
32509 FRC O-1887 1996 Shower drain Houston, Tex. Hospital B
32511 FRC O-1895 1996 Cancer patient Houston, Tex. Hospital B
32512 FRC O-1896 1996 Cancer patient Houston, Tex. Hospital B
32513 FRC O-1908 1996 Cold-water filter Houston, Tex. Hospital B
32514 FRC O-1909 1997 Cold-water filter Houston, Tex. Hospital B
32515 FRC O-1910 1997 Cold-water filter Houston, Tex. Hospital B
32516 FRC O-1911 1997 Cold-water filter Houston, Tex. Hospital B
32517 FRC O-1912 1997 Cold-water filter Houston, Tex. Hospital B
32525 PD 22005805-2 2002 Tomato seed The Netherlands
32527 PD 22005805-4 2002 Tomato seed The Netherlands
32914 UTHSC 01-1015 2001 BAL California
32915 UTHSC 01-1482 2001 Leg Colorado
32916 UTHSC 01-1998 2001 Blood CVC, esophageal cancer Houston, Tex. Hospital B
32917 UTHSC 01-2476 2001 Foot, cellulitis San Antonio, Tex. Hospital A
32920 UTHSC 02-1874 2002 Periesophageal Washington, D.C.
32921 UTHSC 02-1980 2002 Water supply Baltimore, Md. Hospital
32922 UTHSC 00-2402 2000 Environmental San Antonio, Tex. Private industrial laboratory B
32925 UTHSC 00-1311 2000 Food San Antonio, Tex. Private industrial laboratory B
32927 UTHSC 00-221 2000 Meatus San Antonio, Tex. Commercial laboratory
32929 UTHSC 99-1742 1999 BAL San Antonio, Tex. Hospital A
32930 UTHSC 99-1135 1999 BAL, AIDS San Antonio, Tex. Hospital A
32931 UTHSC 99-853 1999 Blood Massachusetts
32932 UTHSC 98-2469 1998 Blood Pennsylvania
32933 UTHSC 98-2404 1998 BAL, pneumonia San Antonio, Tex. Hospital A
32935 UTHSC 98-2189 1998 Blood Maine
32938 UTHSC 98-1748 1998 BAL, dysphagia San Antonio, Tex. Hospital A
32939 UTHSC 98-1747 1998 BAL San Antonio, Tex. Hospital A
32940 UTHSC 98-1741 1998 BAL, malignant neoplasm San Antonio, Tex. Hospital A
32941 UTHSC 98-1670 1998 Spleen, splenomegaly San Antonio, Tex. Hospital A
32942 UTHSC 98-1645 1998 BAL San Antonio, Tex. Hospital A
32943 UTHSC 98-835 1998 BAL, pneumonia San Antonio, Tex. Hospital A
32944 UTHSC 98-834 1998 BAL San Antonio, Tex. Hospital A
32945 UTHSC 98-718 1998 Lung, unspecified neoplasm San Antonio, Tex. Hospital A
32946 UTHSC 98-709 1998 Nail Connecticut
32947 UTHSC 98-361 1998 BAL Colorado
32948 UTHSC 97-2184 1997 BAL, nodular goiter San Antonio, Tex. Hospital A
32949 UTHSC 97-2090 1997 BAL, mass in chest San Antonio, Tex. Hospital A
32950 UTHSC 97-1922 1997 BAL, asthma San Antonio, Tex. Hospital A
32951 UTHSC 97-1684 1997 BAL, malignant neoplasm San Antonio, Tex. Hospital A
32952 UTHSC 97-1055 1997 Toe bone Wisconsin
32953 UTHSC 97-1476 1997 Open leg wound San Antonio, Tex. Hospital A
32954 UTHSC 97-1466 1997 BAL San Antonio, Tex. Hospital A
32955 UTHSC 97-1465 1997 BAL, bronchitis San Antonio, Tex. Hospital A
32956 UTHSC 97-1184 1997 BAL, voice disturbance San Antonio, Tex. Hospital A
32957 UTHSC 97-891 1997 BAL, bronchitis San Antonio, Tex. Hospital A
32958 UTHSC 97-476 1997 Lung wash, hemoptysis San Antonio, Tex. Hospital A
32960 UTHSC 97-357 1997 BAL, pneumonia San Antonio, Tex. Hospital A
32961 UTHSC 97-291 1997 BAL San Antonio, Tex. Hospital A
32962 UTHSC 97-290 1997 BAL, CVA San Antonio, Tex. Hospital A
32999 UTHSC 97-2110 1997 Sputum, respiratory failure San Antonio, Tex. Hospital A
34936 Di Pietro 4287 1984 Tomato Spain
36064 FRC O-1747 1991 Human cancer Houston, Tex. Hospital B
a

ATCC, American Type Culture Collection, Manassas, Va.; BBA, Biologische Bundesanstalt für Land-und Forstwirtschaft, Institute für Mikrobiologie, Berlin, Germany; CBS, Centraalbureau voor Schimmelcultures, Utrecht, The Netherlands; CDC, Centers for Disease Control and Prevention, Atlanta, Ga.; Di Pietro, Antonio Di Pietro, Universidad de Córdoba, Córdoba, Spain; FRC, Fusarium Research Center, The Pennsylvania State University, State College; FRL, Fusarium Research Laboratory, University of Sydney, Sydney, Australia; Gordon, Thomas Gordon, University of California, Davis; Hospital B, Hospital B, Houston, Tex. (13); IMI, CABI Biosciences, Egham, Surrey, England; PD, Plantenziektenkundige Dienst, Wageningen, The Netherlands; Ploetz, Randy Ploetz, University of Florida, Homestead; UAMH, Microfungus Collection, University of Alberta, Edmonton, Alberta, Canada; UTHSC, University of Texas Health Science Center, San Antonio; UWash, University of Washington, Seattle.

b

With the exception of strain NRRL 26395 from a whale blowhole, all other clinical isolates are from humans. BAL, bronchoalveolar lavage; CVA, cough variant asthma; CVC = central venous catheter.

c

Sequences of Fusarium commune NRRL 22903 (27) and Fusarium sp. strain NRRL 25184 were used to root the phylogram in Fig. 4.

DNA isolation, amplification, and sequencing.

Liquid cultures were grown in yeast-malt broth, and total genomic DNA was extracted from freeze-dried mycelia by the hexadecyltrimethyl-ammonium bromide (Sigma, St. Louis, Mo.) protocol described by O'Donnell et al. (20). All PCR and sequencing primers are listed in Table 2. The total reaction volume of all PCR mixtures was 50 μl and included approximately 5 ng of total genomic DNA and MgCl2 at a final concentration of 25 mM. Amplification of a portion of the translation elongation factor (1α) gene and the mitochondrial small-subunit (mtSSU) ribosomal DNA (rDNA) was accomplished by using the EF-1-EF-2 (21) and MS1-MS2 (35) PCR primer pairs, respectively, and AmpliTaq (Applied Biosystems [ABI], Foster City, Calif.) in a 9700 thermocycler and the following cycling parameters: 1 cycle of 30 s at 94°C; 40 cycles of 30 s at 94°C, 30 s at 52°C, and 90 s at 72°C; and then 10 min at 72°C and a 4°C soak. The entire nuclear ribosomal intergenic spacer (IGS) region (∼2.5 kb) was amplified with the NL11-CNS1 primer pair (Table 2), using Platinum Taq DNA polymerase Hi-Fi (Invitrogen Life Technologies, Carlsbad, Calif.) in an ABI 9700 thermocycler and the following cycling parameters: 1 cycle of 90 s at 94°C; 40 cycles of 30 s at 94°C, 30 s at 52°C, and 3 min at 68°C; and then 1 cycle of 5 min at 68°C and a 4°C soak.

TABLE 2.

Primers used for PCR, DNA sequencing, and AFLP genotyping

Primer Locus Sequence (5′ to 3′)a
EF-1 EF-1α ATGGGTAAGGARGACAAGAC
EF-11ta EF-1α GTGGGGCATTTACCCCGCC
EF-22t EF-1α AGGAACCCTTACCGAGCTC
EF-2 EF-1α GGARGTACCAGTSATCATG
MS1 mtSSU rDNA CAGCAGTCAAGAATATTAGTCAATG
MS2 mtSSU rDNA GCGGATTATCGAATTAAATAAC
MS21 mtSSU rDNA CTCTCCTCCTCAAGTACTGC
GFM136 MAT1-1 ATGGTCTACAGCCAGTCGCA
FOM132 MAT1-1 GGTAGTGTTGTTTGTGGTTG
FOM122 MAT1-1 TCCATGCCAAGATCCTCAGC
FOM123 MAT1-1 AAGGCAGAGTCAGAAATCCA
FOM112 MAT1-1 GCTGCTGCATCTTGGATTGC
FOM111 MAT1-1 GCTTGATCTGTTCGGTCATG
FOM211 MAT1-2 ACATATCGATAGCATCTACC
FOM212 MAT1-2 AGGCGGTAATCTGCTGTGTA
NL11 IGS rDNA CTGAACGCCTCTAAGTCAG
OCNL13 IGS rDNA TGTGATGTATGCGGTCCTAGG
ONL13B IGS rDNA GGTTCGAGGATCGATTCGAGG
OCNS3C IGS rDNA GCAAGATCTGATACTGAGAGG
CNS1 IGS rDNA GAGACAAGCATATGACTAC
EcoRI-a Adapter CTCGTAGACTGCGTACC
EcoRI-b Adapter AATTGGTACGCAGTCTAC
MseI-a Adapter GACGATGAGTCCTGAG
MseI-b Adapter TACTCAGGACTCAT
EcoRI-ns Nonselective GACTGCGTACCAATTC
MseI-ns Nonselective GATGAGTCCTGAGTAA
EcoRI-CC Selective 6-FAM-GACTGCGTACCAATTCCC
EcoRI-TC Selective 6-FAM-GACTGCGTACCAATTCTC
MseI-G Selective GATGAGTCCTGAGTAAG
a

R, AG; S, CG.

The sequences with GenBank accession numbers AB011379 and AB011378 were used to design PCR primers to amplify the MAT1-1 and MAT1-2 idiomorphs, respectively (38). The MAT1-1 idiomorph was amplified as two overlapping segments by using the FOM132-FOM123 and FOM122-FOM111 primer pairs (Table 2), using the Platinum Taq PCR protocol described above. PCR primers FOM211 and FOM212 were used to amplify the MAT1-2 idiomorph, using the AmpliTaq PCR protocol described above. A multiplex PCR, employing the FOM111-FOM112 primer pair for the MAT1-1-2 gene and the FOM211-FOM212 primer pair for the MAT1-2-1 gene, was used to screen all of the strains included in this study for MAT idiomorph (i.e., MAT1-1 or MAT1-2), using the AmpliTaq PCR protocol outlined above.

PCR products were purified by using Montage PCR96 Cleanup filter plates (Millipore Corp., Billerica, Mass.) and then sequenced by using ABI BigDye chemistry version 3.0 in a 9700 thermocycler with the following cycling parameters: 1 cycle of 15 s at 96°C; 40 cycles of 15 s at 96°C, 10 s at 50°C, and 4 min at 60°C; and then a 4°C soak. Sequencing reaction mixtures were purified via ethanol precipitation and then run on an ABI 3100 or 3730 genetic analyzer. Sequences were edited and aligned by using Sequencher version 4.1.2 (Gene Codes, Ann Arbor, Mich.), after which the alignments were improved manually.

AFLP analysis.

All genomic DNA samples included in the AFLP analysis were first treated with 2 μl of RNase A (10 μg/μl) (Sigma) per 200-μl total genomic DNA sample for 30 min at 65°C, after which they were subjected to a lithium chloride (Sigma) cleanup protocol. Briefly this protocol consisted of adding an equal volume of ice-cold 5 M LiCl to each genomic DNA, icing for 15 min, and then centrifuging at 13,000 × g for 15 min. After the supernatant was removed to a fresh tube, 1/16 volume of 5 M NaCl was added to each sample, followed by 2 volumes of ice-cold 95% ethanol. The samples were then placed in a −80°C freezer for 20 min to precipitate the DNA. Once the samples were removed from the freezer and thawed, DNAs were pelleted in a microcentrifuge at 13,000 × g for 10 min, followed by a 70% ethanol wash, and they were then resuspended in 50 μl double-distilled water (ddH2O). DNA quantification of all genomic DNA samples was done by running them into a 1.5% agarose gel together with a known concentration of a HindIII (A↓AGCTT) digest of λ DNA (New England Biolabs [NEB], Beverly, Mass.). Restriction-ligation was conducted at 37°C overnight in an ABI 9700 thermocycler in a total volume of 10 μl by combining ∼100 ng of total genomic DNA in 4.5 μl of ddH2O with 5.5 μl of the following master mix: 1 μl of 10× T4 ligase buffer (NEB) (50 mM Tris-HCl [pH 7.5], 10 mM MgCl2, 10 mM dithiothreitol, 1 mM ATP, 25 μg of bovine serum albumin [BSA] per ml), 1 μl of NaCl (0.5 M), 0.5 μl of 10× BSA (1 μg/μl), 1 μl of MseI adapter mix (50 pmol/μl), 1 μl of EcoRI (G↓AATTC) adapter mix (5 pmol/μl), and 1 μl of an enzyme master mix (for each set of 10 reactions) consisting of 1 μl of 10× T4 DNA ligase buffer (NEB), 1 μl of NaCl (0.5 M), 0.5 μl of 10× BSA (1 μg/μl), 0.5 μl of EcoRI (NEB) (100 U/μl), 0.2 μl of MseI (T↓TAA) (NEB) (50 U/μl), 0.33 μl of T4 DNA ligase (NEB) (2,000 U/μl), and 6.5 μl of ddH2O. All adapters and primers used for the AFLP analysis are listed in Table 2. Once completed, the restriction-ligation mix was diluted 1:2 in ddH2O and stored at −20°C when not in use.

The preselective amplification was performed in a total volume of 10 μl by first aliquoting 8 μl of a master mix consisting of 1 μl of 10× Invitrogen PCR buffer, 1 μl of 2 mM deoxynucleoside triphosphates, 0.5 μl of 50 mM MgCl2, 1 μl of EcoRI nonselective primer (1 pmol/μl), 1 μl of MseI nonselective primer (1 pmol/μl), 0.065 μl of Taq polymerase (Invitrogen), and 3.5 μl of ddH2O into each reaction tube, to which 2 μl of a diluted restriction-ligation mix was added. Amplifications were performed in an ABI 9700 thermocycler programmed as follows: 2 min at 72°C followed by 5 min at 94°C; 20 cycles of 30 s at 94°C, 30 s at 56°C, and 60 s at 72°C; and 1 cycle of 5 min at 72°C followed by a 4°C soak. Several amplification product mixtures were checked for a smear of DNA in the range of 100 to 800 bp, which is indicative of a successful preselective amplification, by electrophoreses of 5 μl of the reaction products into a 1.5% agarose gel, followed by staining with ethidium bromide and visualization over a UV transilluminator. Preselective amplicons were diluted 1:11 with ddH2O, after which they were vortexed briefly and then stored at −20°C when not in use.

The selective amplification was performed in a total volume of 10 μl by first dispensing 8-μl aliquots of a master mix consisting of 1 μl of 10× Invitrogen PCR buffer, 1 μl of 2 mM deoxynucleoside triphosphates, 0.5 μl of 50 mM MgCl2, 1 μl of either EcoRI-CC or EcoRI-TC 6-FAM-labeled selective primer (Qiagen, Alameda, Calif.) (Table 2), 1 μl of MseI-G selective primer (3 pmol/μl), 0.065 μl of Invitrogen Taq polymerase, and 3.5 μl of ddH2O, to which 2 μl of a diluted preselective amplicon was then added. Selective amplifications were performed in an ABI 9700 thermocycler programmed as follows: 3 min at 94°C; 9 cycles of 30 s at 94°C, 30 s at 65°C, and then ramping down 1°C/cycle from 65 to 57°C, followed by 60 s at 72°C; 40 cycles of 30 s at 94°C, 30 s at 56°C, and 60 s at 72°C; and then 1 cycle of 5 min at 72°C followed by a 4°C soak. Amplifications were checked by running 5 μl of several amplicons into a 1.5% agarose gel as described above. Selective amplification mixtures were diluted 1:10 or 1:20 in ddH2O, after which 1.5 μl of each mixture was added to a master mix consisting of 9.7 μl of HighDye formamide (ABI) and 0.3 μl of the GeneScan ROX 500 (ABI) size standard. All samples were run on an ABI 3100 genetic analyzer, using the GeneScan version 3.7 analysis software default run module for data collection and GenoTyper version 3.7 for scoring fragments in the range of 50 to 500 bp relative to the ROX 500 size standard. Only electropherogram peaks above 100 fluorescent units were scored for the presence or absence of bands of the same size. Reproducibility of the AFLP data was assessed by running two exemplars of each unique AFLP haplotype through the entire protocol, starting from the beginning with the isolation of total genomic DNA (15). Only bands detected in the duplicate AFLP analyses (90%) were included in the phylogenetic analyses.

Phylogenetic analysis.

The MLST and AFLP matrices analyzed in the present study are available at http://www.ncaur.usda.gov/MGB/MGB-O'Donnell.htm. All phylogenetic analyses were conducted with PAUP* version 4.0b10 (28). Searches for the most-parsimonious trees (MPTs) used a heuristic search with 1,000 random addition replicates and tree bisection with reconnection branch swapping, after excluding ambiguously aligned nucleotide positions. The Templeton Wilcoxon signed rank (WS-R) test implemented in PAUP* was used to assess whether the various partitions could be combined, using 70% bootstrap majority rule trees from each partition as constraints. Results of the WS-R tests (P = 1.0) indicated that all of the partitions could be combined. Clade stability was assessed via parsimony bootstrapping in PAUP*, using a heuristic search with 1,000 pseudoreplications of the data and 10 random addition sequences per replicate and tree bisection with reconnection branch swapping. Constraints forcing the monophyly of all of the clinical isolates and all of the clinical isolates within clade 3 were compared with the MPTs by using the Kishino-Hasegawa test in PAUP*. Phylograms were either midpoint rooted or outgroup rooted based on more inclusive phylogenetic analyses (2, 21, 27).

Nucleotide sequence accession numbers.

The sequences determined in this study have been deposited in the GenBank database under accession numbers AY527415 to AY527732.

RESULTS

The genetic relatedness and diversity of FOC isolates from patients associated with a pseudoepidemic at a San Antonio, Tex., hospital that peaked in 1997 to 1998 (hospital A) were investigated together with those of isolates collected from the hospital water systems of three U.S. hospitals by comparing them with a geographically diverse set of 88 clinical and 18 environmental isolates from the FOC (Table 1). Aligned partial DNA sequences of translation elongation factor (EF-1α, 655 bp) and the entire nuclear ribosomal intergenic spacer region (IGS rDNA, 2,510 bp) were analyzed phylogenetically, using sequences of two strains of the banana pathogen F. oxysporum f. sp. cubense (NRRL 25603 and 26024) to root the trees based on a more inclusive phylogenetic analysis (21). Results of the Templeton WS-R combinability test (P = 1.0) implemented in PAUP* (28), using 70% bootstrap consensus trees as constraints, indicated that the EF-1α and IGS rDNA partitions could be analyzed as a combined data set. Maximum-parsimony analysis of the combined data set resolved 21 unique EF-1α-IGS rDNA haplotypes among the 88 clinical isolates (Fig. 1), including one widespread clonal lineage which accounted for 63 (72%) of the clinical isolates and 17 out of 18 of the nonclinical isolates. Of the 82 strains of the clonal lineage sequenced, 80 shared an identical EF-1α-IGS rDNA haplotype, while the other two strains, which were isolated as saprophytes of cyclamen in The Netherlands (36), differed from other members of the clonal lineage by only a single base pair mutation within the IGS rDNA (Fig. 1B). All 33 isolates from the Texas hospital A pseudoepidemic are members of the clonal lineage. By comparison, 16 of the 21 EF-1α-IGS haplotypes associated with patients were represented by singletons, with the second most common haplotype being represented by only three strains (Fig. 1A). Eight of the 17 nonclinical isolates of the clonal lineage were recovered from the water systems of geographically distant hospitals in Houston, Tex., in 1996 to 1997 (1, 14); Seattle, Wash., in 1997; and Baltimore, Md., in 2002. Strains of the clonal lineage were also recovered from clinical cases in Canada, Belgium, and Germany; from a greenhouse irrigation system in Finland where tomatoes were being grown; and from tomato seed and cyclamen in The Netherlands.

FIG. 1.

FIG. 1.

(A) Distribution of the 88 human isolates among the 21 EF-1α-IGS rDNA sequence haplotypes. (B) One of 16 most-parsimonious phylograms inferred from the combined EF-1α-IGS rDNA sequence data rooted with sequences of F. oxysporum f. sp. cubense NRRL 25603 and 26024 from clade 1 of the FOC (21). All ingroup strains are from humans, except for strain NRRL 26395 from a whale and the 18 environmentalisolates indicated by shading. Note that 82 of the ingroup strains are members of a widespread clonal lineage. The number 1 or 2 following the five-digit NRRL culture collection number indicates that the strain was typed by the mating-type (MAT) idiomorph PCR assay as MAT1-1 or MAT1-2, respectively. All strains of the clonal lineage and the five most closely related strains are MAT1-1 (identified by boldface internodes). Internodes supported by bootstrap values of ≥70% are indicated.

To further characterize their population biology, all of the strains were subjected to a mating type (MAT) idiomorph test, using primer pairs FOM111-FOM112 and FOM211-FOM212 for MAT1-1 and MAT1-2, respectively. This assay revealed that all 82 strains of the clonal lineage and strains of the four most closely related haplotypes possess a MAT1-1 idiomorph (Fig. 1B). In addition, strains representing 14 of the 21 unique EF-1α-IGS haplotypes from patients were MAT1-1, compared with only 7 MAT1-2 strains, which were all associated with singleton haplotypes (Fig. 1B).

Further MLST characterization of 74 strains of the clonal lineage from clinical and environmental sources was conducted, together with that of strains representing six different EF-1α-IGS rDNA haplotypes, using partial EF-1α (651 bp) and mtSSU rDNA (677 bp) sequences and the entire IGS rDNA (2,506 bp). Maximum-parsimony analysis of the combined data set, totaling 3.8 kb (Table 1), revealed that 74 strains of the clonal lineage included in this analysis had an identical MLST (Fig. 2A). In an effort to obtain a finer level of genetic discrimination, these strains were subjected to AFLP genotyping, using two combinations of EcoRI plus 2-bp 6-FAM-labeled selective primers together with an MseI plus 1-bp selective primer (Table 2). Parsimony analysis of the AFLP matrix, consisting of 173 binary characters (i.e., restriction fragments ranging from 50 to 500 bp were coded as 1 for present and 0 for absent), yielded >64,000 MPTs of 128 steps in length (Fig. 2B) (consistency index [CI] = 0.84; retention index [RI] = 0.88) in which the clonal lineage formed a highly similar exclusive group consisting of only seven unique AFLP genotypes (AG1 to -7) (Fig. 2C). AFLP genotyping of the two saprobic strains isolated from cyclamen in The Netherlands (NRRL 25509 and NRRL 25512) revealed that they possess the AG2 AFLP genotype (data not shown). When the AFLP data for 74 strains of the clonal lineage were analyzed separately, the MPTs were only seven steps in length (CI = 0.86; RI = 0.98) as 167 of the 173 characters were identical across all strains (five polymorphic sites were synapomorphic and one was autapomorphic). Of the 28 clinical strains from hospital A in San Antonio, Tex. (where the pseudoepidemic was reported) that were subjected to AFLP fingerprinting, representatives of the three most common AFLP genotypes were recovered between 1996 and 2001 (AG1, n = 19; AG2, n = 7; and AG3, n = 2). Similarly, five AFLP genotypes of the clonal lineage (i.e., AG1 to -5) were recovered during the same time frame from hospital B in Houston, Tex., including a hospital environmental isolate that shared the identical AG2 genotype with an isolate from a patient (NRRL 32507 and NRRL 32511, both isolated in 1996). Matched patient-environment isolates of the AG2 genotype (NRRL 28670 and NRRL 28678) were also recovered in 1997 from a Seattle, Wash., hospital.

FIG. 2.

FIG. 2.

(A) One of four most-parsimonious midpoint rooted phylograms inferred from the combined EF-1α-IGS rDNA-mtSSU rDNA sequence data for the 80-taxon matrix. (B) One of >64,000 most-parsimonious phylograms inferred from the AFLP data, indicating the seven AFLP genotypes (AG1 to -7) for 74 strains of the widespread clonal lineage. Geographic origin and year isolated are indicated. A, San Antonio, Tex., hospital A, reporting the pseudoepidemic; B, Houston, Tex., hospital B, reporting the water system as a potential reservoir of nosocomial fusariosis (1, 14). Internodes supported by bootstrap values of ≥70% are indicated. (C) Distribution of 74 clinical and environmental strains of the widespread clonal lineage among the seven AFLP genotypes.

Genetic relationships among the AFLP genotypes were investigated further by PCR amplification and sequencing of the entire MAT1-1 idiomorph from one or more strains representing the six most common AFLP genotypes (i.e., AG1 to -6) of the clonal lineage and strains of five near relatives (Fig. 3), using PCR primers described by Yun et al. (38) (Table 2). Parsimony analysis of the 4,017 aligned MAT1-1 nucleotide characters yielded a single MPT of 41 steps (Fig. 3B) (CI = 1.0) in which exemplars of the six AFLP genotypes were identical (e.g., NRRL 26370) or nearly identical (e.g., NRRL 32931) to the two closest known relatives of the clonal lineage (Fig. 1B), reflecting the high conservation of the MAT genes, which have been shown to be under strong purifying selection (23). Hypothetical translations of the three MAT1-1 genes suggest that they all encode functional proteins (GenBank accession numbers AY527415 to AY527427).

FIG. 3.

FIG. 3.

(A) MAT1-1 idiomorph showing coding and noncoding regions and directions of transcription of the three MAT genes. PCR and sequencing primers are indicated by half-arrows (Table 2). The two intergenic regions are arbitrarily designated A and B. (B) Single most-parsimonious midpoint rooted phylogram inferred from the MAT1-1 nucleotide sequence data. Note that strains representing six AFLP genotypes (AG1 to -6) of the clonal lineage are identical to one another and to outgroup strain NRRL 26370 (100% bootstrap support). The AB011379 MAT1-1 sequence was obtained from GenBank.

Finally, to address whether isolates from patients have monophyletic or multiple independent evolutionary origins within the FOC, parsimony analyses were conducted on aligned partial EF-1α (655 bp) and mtSSU rDNA (694 bp) sequences representing 17 strains from patients and 21 phytopathogenic strains chosen to represent the known pathogenic diversity of the FOC (2, 21). Parsimony analysis of the combined data set (1,349 bp) yielded 18 MPTs of 134 steps in length (CI = 0.90; RI = 0.94) with human isolates nested within three of the four clades (Fig. 4). However, most of the human isolates, including those of the widespread clonal lineage, were nested in clade 3, the most phylogenetically diverse clade. Constraints forcing the monophyly of the human isolates within clade 3 and all of the human isolates within the FOC in separate analyses were 11 and 33 steps longer, respectively, and significantly less parsimonious than the MPTs (Kishino-Hasegawa test, P = 0.009 and P < 0.0001, respectively). Results of the MAT idiomorph test revealed that MAT1-1 and MAT1-2 strains are represented in all four clades.

FIG. 4.

FIG. 4.

Phylogenetic diversity of human isolates within the F. oxysporum complex inferred from parsimony analysis of the combined EF-1α-mtSSU rDNA sequence data. The human isolates exhibit a polyphyletic distribution among three of the four clades. The widespread clonal lineage is nested within clade 3. Internodes supported by bootstrap values of ≥70% are indicated. Sequences of Fusarium commune NRRL 22903 and Fusarium sp. strain NRRL 25184 were used as outgroups to root the phylogram.

A summary of the tree statistics is given in Table 3.

TABLE 3.

Tree statistics and summary sequence

No. of taxa Data set No. of:
Tree length (steps) CI RI P (WS-R)c
Characters PICa Autb MPTs
109 EF-1α 651 44 9 4 56 1.0 1.0
109 IGS rDNA 2,510 144 107 63 312 0.84 0.96
109 EF-1α + IGS rDNA (Fig. 1B) 3,161 188 116 16 384 0.83 0.96 1.0
80 EF-1α 651 6 6 2 12 1.0 1.0
80 IGS rDNA 2,506 61 54 2 118 0.99 0.99
80 mtSSU rDNA 677 4 1 1 5 1.0 1.0
80 EF-1α + IGS rDNA 3,157 67 60 4 132 0.98 0.98 1.0
80 EF-1α + mtSSU rDNA 1,328 10 7 2 17 1.0 1.0 1.0
80 IGS rDNA + mtSSU rDNA 3,183 65 55 2 127 0.96 0.97 1.0
80 EF-1α + IGS + mtSSU (Fig. 2A) 3,834 71 61 4 141 0.95 0.96 1.0
80 AFLP D 87 37 23 >100 68 0.88 0.93
80 AFLP E 86 29 18 >100 57 0.82 0.86
80 AFLP D + E (Fig. 2B) 173 66 41 >64,000 128 0.84 0.88 1.0
MAT1-1 idiomorph (Fig. 3B) 4,017 32 9 1 41 1.0 1.0
41 mtSSU rDNA 694 16 19 >100 46 0.91 0.95
41 EF-1α 655 42 31 9 84 0.93 0.96
41 mtSSU rDNA + EF-1α (Fig. 4) 1,349 58 50 18 134 0.90 0.94 1.0
a

PIC, parsimony informative characters (i.e., synapomorphies).

b

Aut, autapomorphies.

c

Probability, using the W-SR test, of getting a more extreme T value, with the null hypothesis being no difference between the two trees.

DISCUSSION

This study describes the first MLST- and AFLP-based molecular markers for genotyping clinically important members of the FOC. These tools were used in a molecular epidemiological investigation of a pseudoepidemic in hospital A in San Antonio, Tex., that peaked in 1997 to 1998 (S. E. Sanche, D. A. Sutton, K. Magnon, R. Cox, S. Revankar, and M. G. Rinaldi, Abstr. 98th Gen. Meet. Am. Soc. Microbiol., abstr. F-102, 1998) and in a survey of the water systems of three U.S. hospitals suspected as being reservoirs of nosocomial fusariosis. The major finding of this study, based on concordant results from phylogenetic analyses of multilocus DNA sequence data and AFLPs, is that a geographically widespread clonal lineage comprises >70% of all FOC clinical isolates, including all of the strains recovered from the hospital A pseudoepidemic and from the water systems of a hospital in Houston, Tex. (hospital B) (1, 14) and of hospitals in Baltimore, Md., and Seattle, Wash. This clonal lineage consisted of only seven highly similar AFLP genotypes, and all of its members shared identical or nearly identical EF-1α and IGS rDNA sequences and possessed only MAT1-1 idiomorphs, indicating that they were of clonal origin. To date, molecular epidemiological studies that have identified fungal pathogens with a highly clonal population structure are restricted to a relatively small number of clinically (8, 9), zoologically (17), and agriculturally (4, 5, 11) important species, including members of the FOC (13, 29). However, most clinically important fungi investigated to date exhibit both clonality and recombination (reviewed in references 31 and 37).

Lacking the ability to satisfy Koch's postulates regarding FOC isolates from patients, we cannot distinguish isolates capable of infecting humans from other isolates, including potential secondary invaders or superficial environmental isolates not involved in infection. The frequent reoccurrence of the same MLST and AFLP genotypes from patients in different geographic regions, however, strongly suggests that these isolates are the etiological agents of these infections. Further study comparing the pathogenic potentials of different members of the FOC by utilizing animal and other models of pathogenicity (6, 24) is needed to shed light on this issue. However, if differences in pathogenic potential exist among the 74 members of the major clonal lineage associated with patients, they are not reflected in the extremely low level of genetic diversity observed.

The results of the present study support the findings of Anaissie et al. (1), who reported a possible molecular match between strains of F. oxysporum from a patient and the environment from Houston, Tex., hospital B, where the initial environmental survey for nosocomial fusaria was conducted (14). The two isolates had similar banding patterns based on random amplified polymorphic DNA (RAPD), interrepeat PCR, and restriction fragment-length polymorphism analyses conducted at the National Cancer Institute, Bethesda, Md. However, the authors of that study were conservative in not classifying this patient-environment isolate pair as a match because a RAPD analysis conducted at a second laboratory yielded discordant results. Because this pair of isolates was conclusively shown to be a member of the FOC widespread clonal lineage in the present study (Fig. 1B) (NRRL 32507 and NRRL 36064), it is clear that the RAPD results from the second laboratory in Houston represent a false negative. In all, 13 of the 14 FOC strains (i.e., 92.8%) that were isolated at Houston hospital B from cancer patients and the environment from 1991 through 2001 were conclusively shown to be members of the FOC clonal lineage via MLST and AFLP analyses (Table 1). The 13 isolates of the clonal lineage from hospital B included 6 of the 7 isolates from cancer patients and all 7 isolates isolated from the hospital water system by Kuchar (14) in 1996 and 1997.

Paradoxically, a separate molecular epidemiological study, also conducted at Houston, Tex., hospital B in 1996 and 1997, reported a complete mismatch between 15 environmental fusaria isolated by Kuchar (14) and 10 clinical isolates compared with them by means of RAPD data (25). Two nonexclusive scenarios are offered to explain the discordant results of Anaissie et al. (1) and Raad et al. (25). First, because most of the fusaria isolated at hospital B were members of the F. solani species complex (1, 14), it is possible that strains of the FOC clonal lineage may not have been included in the latter study, because isolates were not identified by species names. Second, reproducibility of the RAPD data may have been an issue in the study by Raad et al. (25). Due to problems of reproducibility and portability from laboratory to laboratory, RAPD and other forms of nondiscrete DNA data are rapidly being replaced with electronically portable MLST schemes (30).

Because most members of the FOC clonal lineage from San Antonio, Tex., hospital A were recovered from bronchoalveolar lavage specimens, as in numerous other nosocomial outbreaks and pseudoepidemics (http://www.umdnj.edu/rspthweb/bibs/fob_infc.htm), contaminated bronchoscopes or inadequate bronchoscope sterilization was suspected, but not proven, as the source of the contamination. Our molecular markers provided conclusive evidence that the AG2 genotype of the clonal lineage recovered from the water systems of hospital B in Houston, Tex., in 1996 and a Seattle, Wash., hospital in 1997 was a precise molecular match with strains recovered from cancer patients at these hospitals during the same years, suggesting potential nosocomiality. Similarly, AFLP markers have shown that some waterborne environmental isolates of Aspergillus fumigatus are genetically identical to those from hospital patients with invasive aspergillosis (34). The FOC clonal lineage may be widespread in hospital water systems within the United States, because four virtually identical AFLP genotypes of it were recovered from the three hospitals surveyed, including environmental isolates of the AG1, AG2, and AG4 genotypes from hospital B in 1996 (14). Not surprisingly, water also appears to serve as a reservoir for nonhospital environmental isolates of the FOC clonal lineage, because the AG2 genotype was isolated from a greenhouse irrigation system in Finland where tomatoes were being grown and from the blowhole of a whale at a marine park in Ohio. Other potential environmental sources of the clonal lineage include agricultural soils (AG3, San Joaquin, Calif.) and industrial laboratories (AG1 and AG3, San Antonio, Tex.). Based on these observations, we hypothesize that any water source within and outside a hospital may be a potential reservoir for the FOC clonal lineage, and we suggest careful screening of all water sources that come in contact with immunocompromised patients.

Intercontinental distributions of the AG1, AG2, and AG3 genotypes in Europe and North America suggest recent dispersion that may have resulted from the relatively recent global trade of horticultural and agricultural plants and plant products. This scenario is consistent with the fact that members of the FOC are ubiquitous inhabitants of plants (e.g., NRRL 25509 and NRRL 25512 were isolated as nonpathogens of cyclamen in The Netherlands) (36). Vigilant surveillance of the clonal lineage within U.S. hospitals seems warranted, because it has been recovered in 16 different states, including from hospital water systems in Texas, Maryland, and Washington (Table 1). One surprise of this study is that the clonal lineage is phylogenetically distinct from all of the plant pathogens in our MLST database, which includes partial EF-1α-mtSSU rDNA sequences from over 700 FOC strains. Although this finding does not preclude the possibility that the clonal lineage is a plant pathogen, it suggests that it may not be economically significant, because most described phytopathogens within the FOC are represented in our database. The present study extends our current knowledge of FOC phylogeny (2, 21) through the discovery of a fourth clade containing the only strain isolated from a human eye infection (Fig. 4). Another surprise to emerge from the present study is the extreme rarity of eye infections caused by members of the FOC (i.e., only 1 of 88 among the human isolates), especially when compared with the F. solani species complex, where 43.5% of the clinical isolates subjected to MLST genotyping (i.e., 121 of 278) were recovered from ocular mycoses (N. Zhang et al., unpublished data). Because fusaria are opportunistic pathogens of humans, it was not surprising to discover the clinical isolates exhibit independent evolutionary origins within three of the FOC clades as well as support for a polyphyletic origin of human isolates within clade 3. This finding parallels studies of several plant pathogens within the FOC that appear to have evolved host specificity polyphyletically (2, 21, 26).

Although no member of the FOC has been shown to undergo a sexual cycle, our mating-type multiplex PCR assay demonstrated that all of the FOC strains included in this study possess either a MAT1-1 or a MAT1-2 idiomorph but not both. Three lines of evidence suggest that members of the FOC may undergo a cryptic sexual cycle: (i) MAT1-1 and MAT1-2 mating-type genes are expressed and processed correctly, and translations of the MAT genes that we sequenced suggest that they encode functional proteins (38; C. Waalwijk, K. Venema, P. Dyer, and G. Kema, Program 20th Fungal Genet. Conf., abstr. 187, 1999); (ii) MAT1-1 and MAT1-2 strains are represented in all four clades of the FOC, which indicates that MAT genes have been maintained within this complex on an evolutionary time scale that spans multiple speciation and cladogenic events; and (iii) MAT genes appear to be under strong purifying selection (23). Alternatively, two nonexclusive explanations of the long-term maintenance of the MAT locus within the FOC are that (i) sexual reproduction may have been lost recently and independently throughout this complex and/or (ii) MAT genes may function in processes other than sexual reproduction. However, our working hypothesis is that MAT1-2 strains that are sexually compatible with the FOC clonal lineage may exist, but only MAT1-1 strains of this species have come in direct contact with humans, most likely through global trade in horticultural and agricultural commodities.

Consistent with prior genetic analyses of phytopathogenic members of the FOC (2) and human pathogenic fungi (15, 34), AFLPs appear to have identified greater genetic variation than our MLST data, with the exception of the two cyclamen-associated strains that possess a unique MLST haplotype. The clinical relevance of the AFLP genotypes of the clonal lineage, if any, remains to be determined, because they are currently not associated with a phenotype. Even though the present AFLP analyses were semiautomated, we strongly prefer MLST for epidemiological purposes because it provides a more direct estimate of nucleotide diversity by using electronically portable discrete DNA sequence data and because it is much less labor-intensive. The results of the present study also highlight the importance of identifying MLST loci that resolve species limits. Although partial sequences of the nuclear ribosomal large-subunit (28S) rDNA were recently purported to differentiate medically important fusaria (10), our MLST data clearly show that DNA sequences from the 28S rDNA and other commonly used loci, such as the nuclear ribosomal internal transcribed spacer (ITS) region and the mtSSU rDNA, lack sufficient phylogenetic signal to resolve species boundaries among virtually all fusaria (19-22). As discovered for other clinically important fungi (reviewed in reference 32), we have found that single-copy nuclear genes interrupted by large and/or numerous introns such as EF-1α (7) are essential for developing a robust MLST typing scheme. Future development of high-resolution MLST genotyping of all medically and agriculturally important fusaria will be greatly accelerated by the availability of expressed-sequence tag and whole-genome sequence data (http://www.broad.mit.edu/annotation/fungi/fusarium/), thereby facilitating global epidemiology via the Internet (7, 12, 16, 33).

Acknowledgments

Special thanks are due Anastasia P. Litvintseva and Robert E. Marra (Duke University), Kelly Ivors and Tom Bruns (University of California, Berkeley), Stephen Rehner (BARC-USDA, Beltsville, Md.), and Ulrich Mueller (University of Texas, Austin) for generously sharing their AFLP expertise; the individuals and culture collections listed in Table 1 for supplying strains used in this study; Don Fraser for preparing the figures; and Amy Morgan for running DNA sequences used in this study on an ABI 3730 genetic analyzer and for synthesis of the primers.

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