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Microbial Ecology

Leucoagaricus gongylophorus Produces Diverse Enzymes for the Degradation of Recalcitrant Plant Polymers in Leaf-Cutter Ant Fungus Gardens

Frank O. Aylward, Kristin E. Burnum-Johnson, Susannah G. Tringe, Clotilde Teiling, Daniel M. Tremmel, Joseph A. Moeller, Jarrod J. Scott, Kerrie W. Barry, Paul D. Piehowski, Carrie D. Nicora, Stephanie A. Malfatti, Matthew E. Monroe, Samuel O. Purvine, Lynne A. Goodwin, Richard D. Smith, George M. Weinstock, Nicole M. Gerardo, Garret Suen, Mary S. Lipton, Cameron R. Currie
Frank O. Aylward
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
bDepartment of Energy Great Lakes Bioenergy Research Center, University of Wisconsin—Madison, Madison, Wisconsin, USA
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Kristin E. Burnum-Johnson
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Susannah G. Tringe
eDepartment of Energy Joint Genome Institute, Walnut Creek, California, USA
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Clotilde Teiling
gRoche Diagnostics, Indianapolis, Indiana, USA
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Daniel M. Tremmel
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
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Joseph A. Moeller
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
bDepartment of Energy Great Lakes Bioenergy Research Center, University of Wisconsin—Madison, Madison, Wisconsin, USA
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Jarrod J. Scott
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
bDepartment of Energy Great Lakes Bioenergy Research Center, University of Wisconsin—Madison, Madison, Wisconsin, USA
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Kerrie W. Barry
eDepartment of Energy Joint Genome Institute, Walnut Creek, California, USA
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Paul D. Piehowski
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Carrie D. Nicora
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Stephanie A. Malfatti
eDepartment of Energy Joint Genome Institute, Walnut Creek, California, USA
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Matthew E. Monroe
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Samuel O. Purvine
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Lynne A. Goodwin
eDepartment of Energy Joint Genome Institute, Walnut Creek, California, USA
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Richard D. Smith
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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George M. Weinstock
hThe Genome Center, Washington University School of Medicine, St. Louis, Missouri, USA
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Nicole M. Gerardo
fDepartment of Biology, Emory University, Atlanta, Georgia, USA
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Garret Suen
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
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Mary S. Lipton
cBiological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, USA
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Cameron R. Currie
aDepartment of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
bDepartment of Energy Great Lakes Bioenergy Research Center, University of Wisconsin—Madison, Madison, Wisconsin, USA
dSmithsonian Tropical Research Institute, Balboa, Ancon, Panama
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DOI: 10.1128/AEM.03833-12
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  • Fig 1
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    Fig 1

    Leaf-cutter ants forage on fresh foliar biomass (A) and use it as manure to cultivate symbiotic microbial gardens (B) that they consume for food. Fresh biomass is progressively degraded after it is integrated into the top strata of leaf-cutter ant gardens, creating a vertical gradient of biomass degradation (C). Photo credits: panel A, http://en.wikipedia.org/wiki/File:Leafcutter_ants_transporting_leaves.jpg (used under the GNU free documentation license, version 1.2); panel B, photo by Jarrod J. Scott; panel C, reprinted from reference 16 (based on original art by Cara Gibson and used under the Creative Commons attribution license).

  • Fig 2
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    Fig 2

    Heat map representing the relative numbers of mass spectra matching to the L. gongylophorus CAZyme (blue), FOLyme (magenta), and MEROPs (brown) protein families in the top, middle, and bottom strata of Ac. echinatior and At. cephalotes gardens. Rows have been normalized to unity. The dendrogram represents clustering based on the Pearson correlation of the spectral profiles for each protein family.

  • Fig 3
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    Fig 3

    Comparison of the spectral profiles recovered from mapping all mass spectra against the L. gongylophorus protein predictions.

  • Fig 4
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    Fig 4

    Bar chart showing the raw numbers of mass spectra that could be mapped to a subset of the most abundant lignocellulases identified in the six samples. Predicted FOLymes (A), cellulases (B), and hemicellulases and pectinases (C) are shown.

Tables

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  • Additional Files
  • Table 1

    L. gongylophorus draft genome sequencing and annotation statistics

    StatisticValue
    No. of contigs in the L. gongylophorus assembly92,785
    Total size (bp) in assembly101,584,475
    N50 contig size (bp)1,793
    No. of predicted proteins12,132
    No. of proteins verified by spectral mapping4,567
        % with KOG annotations71.1
        % with Pfam annotations71.4
    Total no. of mass spectra mapped onto proteins484,059
  • Table 2

    Fungal lignocellulases with high spectral abundance in the metaproteomic data setsa

    LAG IDProtein familyAnnotationNo. of spectra mapped
    Ac. echinatiorAt. cephalotes
    CAZymes
        LAG_992GH15Glycoamylase, glycodextranase3,8121,428
        LAG_4755PL1Pectin/pectate lyase3,4251,121
        LAG_3581CE5Acetyl-xylan esterase, cutinase3051,440
        LAG_1450CE8Pectin methylesterase998543
        LAG_543GH28Polygalacturonase1,050387
        LAG_3369PL4Rhamnogalacturonan lyase889462
        LAG_3001GH35β-Galactosidase495557
        LAG_81PL4Rhamnogalacturonan lyase116791
        LAG_420GH18Chitinase, acetylglucosaminidase186688
        LAG_2062GH3Glucosidase, xylosidase325252
        LAG_1651GH78Rhamnosidase163403
        LAG_2564GH3Glucosidase, xylosidase116445
        LAG_2638GH13, CBM20Amylase, pollulanase, glucosidase44958
        LAG_5098GH3Glucosidase, xylosidase335131
        LAG_4224GH10Xylanase249146
    FOLymes
        LAG_2404LO1Laccase3,4831,947
        LAG_2639LO1Laccase2,5622,013
        LAG_2522LDA3Glyoxal oxidase1,356641
        LAG_5549LO1Laccase264373
    Proteases
        LAG_2622A01AAspartyl protease7,7173,371
        LAG_3716M36Metalloprotease2,8611,564
        LAG_2011S09XSerine protease1,9981,262
        LAG_2465S53Serine protease1,578712
        LAG_3735S08ASerine protease1,599337
        LAG_981S10Serine protease1,038310
        LAG_5096S08ASerine protease471783
        LAG_439A01AAspartyl protease433693
        LAG_7402A01AAspartyl protease379220
        LAG_3725M28EMetalloprotease388120
        LAG_2527S53Serine protease307122
        LAG_3512S08ASerine protease145247
        LAG_1757S10Serine protease24391
    • ↵a The spectral abundances shown represent the sum recovered from the top, middle, and bottom strata for both the Ac. echinatior and At. cephalotes samples.

  • Table 3

    Leucoagaricus gongylophorus isolates, their countries of origin, host ant species, and genes that were successfully amplified and sequenced from their purified DNA

    Isolate IDaCountry of originHost ant speciesSequencing successb
    CBHICBHIIXynIXynII
    LG_Peru1PeruAcromyrmex sp.XXXX
    LG_CR1Costa Rica Atta cephalotes XXXX
    LG_PN1Panama Acromyrmex octospinosus XXXX
    LG_CR2Costa Rica Atta cephalotes XXXX
    LG_CR3Costa Rica Acromyrmex echinatior XXXX
    LG_CR4Costa Rica Acromyrmex echinatior XXXX
    LG_CR5Costa Rica Atta cephalotes XXXX
    LG_Pe2PeruAcromyrmex sp.XXXX
    LG_CR6Costa Rica Atta cephalotes XXXX
    LG_ARG1Argentina Acromyrmex laticeps XX
    LG_ARG2Argentina Acromyrmex niger XXX
    • ↵a ID, identifying designation.

    • ↵b All genes could be amplified, but only those genes marked with an “X” were successfully sequenced.

  • Table 4

    Nucleotide and amino acid similarities of four CAZymes sequenced from 11 L. gongylophorus isolates

    AmpliconCAZy familyLength of nucleotide alignmentLength of amino acid alignmentAvg nucleotide identity (%)Avg no. of gaps in nucleotide alignmentAvg amino acid identity (%)Avg no. of gaps in amino acid alignment
    XynIGH106479499.10.9299.170
    XynIIGH1042915298.91.041000
    CBHIGH750714798.81.0298.940
    CBHIIGH683823799.50.9199.90

Additional Files

  • Figures
  • Tables
  • Supplemental material

    Files in this Data Supplement:

    • Supplemental file 1 -

      Clustering of all lignocellulases identified in the Ac. echinatior (Fig. S1) and At. cephalotes (Fig. S2) metaproteomic samples with at least 10 mass spectra mapping; graph of % GC content and nucleotide length for contigs in the L. gongylophorus assembly (Fig. S3); flow chart outlining the processing of the metaproteomic samples (Fig. S4); maximum-likelihood phylogenetic trees created with FastTree from amino acid alignments of CAZymes amplified from L. gongylophorus isolates and sequenced (Fig. S5); annotation statistics for the 12,132 nonredundant protein predictions made from the draft L. gongylophorus genome (Table S1); list of CAZyme modules (Table S2) and FOLymes (Table S3) identified in the L. gongylophorus genome that were verified by spectral mapping of metaproteomic data; list of MEROPS proteases with signal peptides identified in the L. gongylophorus genome confirmed through spectral mapping of metaproteomic data (Table S4); primers used for the amplification of CAZyme-encoding genes in L. gongylophorus isolates (Table S5); supplemental text: protein prediction and annotation of the draft L. gongylophorus genome, proteomic sample preparation (Rapigest, FASP, high-pH RP C18 fractionation), mass spectometry analyses, protemic data analysis and data filtering.

      PDF, 1.1M

    • Supplemental file 2 -

      Annotation of all L. gongylophorus proteins that were identified in the draft genome and confirmed through spectral mapping (Data Set S2).

      XLS, 3.0M

    • Supplemental file 3 -

      Details regarding the spectra that mapped to lignocellulases encoded in the draft L. gongylophorus genome (Data Set S3).

      XLS, 25K

    • Supplemental file 4 -

      Annotation of bacterial proteins identified in the metaproteomic experiments of this work (Data Set S4).

      XLS, 518K

    • Supplemental file 5 -

      List of peptides mapping to lignocellulases for which only a single unique peptide could be mapped in our metaproteomic experiments (Data Set S5).

      XLS, 9.0K

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Leucoagaricus gongylophorus Produces Diverse Enzymes for the Degradation of Recalcitrant Plant Polymers in Leaf-Cutter Ant Fungus Gardens
Frank O. Aylward, Kristin E. Burnum-Johnson, Susannah G. Tringe, Clotilde Teiling, Daniel M. Tremmel, Joseph A. Moeller, Jarrod J. Scott, Kerrie W. Barry, Paul D. Piehowski, Carrie D. Nicora, Stephanie A. Malfatti, Matthew E. Monroe, Samuel O. Purvine, Lynne A. Goodwin, Richard D. Smith, George M. Weinstock, Nicole M. Gerardo, Garret Suen, Mary S. Lipton, Cameron R. Currie
Applied and Environmental Microbiology May 2013, 79 (12) 3770-3778; DOI: 10.1128/AEM.03833-12

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Leucoagaricus gongylophorus Produces Diverse Enzymes for the Degradation of Recalcitrant Plant Polymers in Leaf-Cutter Ant Fungus Gardens
Frank O. Aylward, Kristin E. Burnum-Johnson, Susannah G. Tringe, Clotilde Teiling, Daniel M. Tremmel, Joseph A. Moeller, Jarrod J. Scott, Kerrie W. Barry, Paul D. Piehowski, Carrie D. Nicora, Stephanie A. Malfatti, Matthew E. Monroe, Samuel O. Purvine, Lynne A. Goodwin, Richard D. Smith, George M. Weinstock, Nicole M. Gerardo, Garret Suen, Mary S. Lipton, Cameron R. Currie
Applied and Environmental Microbiology May 2013, 79 (12) 3770-3778; DOI: 10.1128/AEM.03833-12
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