NMPFamsDB

NMPFamsDB

NMPFamsDB

A database of Novel Metagenome Protein Families

A database of Novel Metagenome Protein Clusters

A database of Novel Metagenome Protein Clusters
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Metagenome / Metatranscriptome Family F099098

Metagenome / Metatranscriptome Family F099098

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Overview Alignments Structure & Topology Gene Neighborhood Phylogeny Ecosystems Sequences
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Overview

Basic Information
Family ID F099098
Family Type Metagenome / Metatranscriptome
Number of Sequences 103
Average Sequence Length 43 residues
Representative Sequence MSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFRIIPRWLI
Number of Associated Samples 86
Number of Associated Scaffolds 103

Quality Assessment
Transcriptomic Evidence Yes
Most common taxonomic group Bacteria
% of genes with valid RBS motifs 96.08 %
% of genes near scaffold ends (potentially truncated) 99.03 %
% of genes from short scaffolds (< 2000 bps) 90.29 %
Associated GOLD sequencing projects 85
AlphaFold2 3D model prediction Yes
3D model pTM-score0.36

Note: High quality evidence is represented by blue. Low quality evidence is represented by red.
Hidden Markov Model
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Most Common Taxonomy
Group Bacteria (99.029 % of family members)
NCBI Taxonomy ID 2
Taxonomy All Organisms → cellular organisms → Bacteria

Most Common Ecosystem
GOLD Ecosystem Environmental → Terrestrial → Soil → Unclassified → Unclassified → Vadose Zone Soil
(30.097 % of family members)
Environment Ontology (ENVO) Unclassified
(28.155 % of family members)
Earth Microbiome Project Ontology (EMPO) Free-living → Non-saline → Soil (non-saline)
(61.165 % of family members)


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Multiple Sequence Alignments

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Structure & Topology

Predicted Secondary Structure and Topology

Predicted Topology & Secondary Structure
Classification: Globular Signal Peptide: No Secondary Structure distribution: α-helix: 48.57%    β-sheet: 0.00%    Coil/Unstructured: 51.43%
Feature Viewer
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Predicted 3D Structure

Structure Viewer
Per-residue confidence (pLDDT):
  0-50   51-70   71-90   91-100  		pTM-score: 0.36
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Low Quality Model:

This family has a low confidence model (pTM < 0.7) and has not been screened against SCOPe or PDB.

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Gene Neighborhood

Neighboring Pfam domains

Pfam IDName % Frequency in 103 Family Scaffolds
PF08281Sigma70_r4_2 52.43
PF01066CDP-OH_P_transf 0.97
PF02371Transposase_20 0.97

Neighboring Clusters of Orthologous Genes (COGs)

COG IDNameFunctional Category % Frequency in 103 Family Scaffolds
COG0558Phosphatidylglycerophosphate synthaseLipid transport and metabolism [I] 0.97
COG1183Phosphatidylserine synthaseLipid transport and metabolism [I] 0.97
COG3547TransposaseMobilome: prophages, transposons [X] 0.97
COG5050sn-1,2-diacylglycerol ethanolamine- and cholinephosphotranferasesLipid transport and metabolism [I] 0.97

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Phylogeny

NCBI Taxonomy

Select NCBI taxonomy Level:
NameRankTaxonomyDistribution
All OrganismsrootAll Organisms99.03 %
UnclassifiedrootN/A0.97 %

Visualization
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Associated Scaffolds


ScaffoldTaxonomyLengthIMG/M Link
3300002914|JGI25617J43924_10063373All Organisms → cellular organisms → Bacteria → Acidobacteria1351Open in IMG/M
3300003224|JGI26344J46810_1001304All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium1647Open in IMG/M
3300003350|JGI26347J50199_1017649All Organisms → cellular organisms → Bacteria → Acidobacteria758Open in IMG/M
3300004152|Ga0062386_101387188All Organisms → cellular organisms → Bacteria → Acidobacteria585Open in IMG/M
3300004635|Ga0062388_100787969All Organisms → cellular organisms → Bacteria → Acidobacteria899Open in IMG/M
3300005166|Ga0066674_10044495All Organisms → cellular organisms → Bacteria → Acidobacteria1991Open in IMG/M
3300005166|Ga0066674_10483040All Organisms → cellular organisms → Bacteria → Acidobacteria561Open in IMG/M
3300005171|Ga0066677_10171919All Organisms → cellular organisms → Bacteria1199Open in IMG/M
3300005174|Ga0066680_10586447All Organisms → cellular organisms → Bacteria → Acidobacteria699Open in IMG/M
3300005175|Ga0066673_10283734All Organisms → cellular organisms → Bacteria → Acidobacteria963Open in IMG/M
3300005332|Ga0066388_102317869All Organisms → cellular organisms → Bacteria → Acidobacteria972Open in IMG/M
3300005332|Ga0066388_108477201All Organisms → cellular organisms → Bacteria → Acidobacteria512Open in IMG/M
3300005434|Ga0070709_10399126All Organisms → cellular organisms → Bacteria1026Open in IMG/M
3300005560|Ga0066670_10539095All Organisms → cellular organisms → Bacteria → Acidobacteria714Open in IMG/M
3300005568|Ga0066703_10272038All Organisms → cellular organisms → Bacteria1027Open in IMG/M
3300006162|Ga0075030_101606456All Organisms → cellular organisms → Bacteria → Acidobacteria508Open in IMG/M
3300006755|Ga0079222_10244644All Organisms → cellular organisms → Bacteria → Acidobacteria1122Open in IMG/M
3300006806|Ga0079220_10678348All Organisms → cellular organisms → Bacteria → Acidobacteria752Open in IMG/M
3300006806|Ga0079220_11778054All Organisms → cellular organisms → Bacteria → Acidobacteria542Open in IMG/M
3300007265|Ga0099794_10012003All Organisms → cellular organisms → Bacteria3725Open in IMG/M
3300009088|Ga0099830_10877210All Organisms → cellular organisms → Bacteria → Acidobacteria741Open in IMG/M
3300009089|Ga0099828_10263920All Organisms → cellular organisms → Bacteria → Acidobacteria1545Open in IMG/M
3300009137|Ga0066709_103618022All Organisms → cellular organisms → Bacteria → Acidobacteria561Open in IMG/M
3300010301|Ga0134070_10012657All Organisms → cellular organisms → Bacteria → Acidobacteria2676Open in IMG/M
3300010321|Ga0134067_10163862All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium800Open in IMG/M
3300010333|Ga0134080_10540765All Organisms → cellular organisms → Bacteria → Acidobacteria559Open in IMG/M
3300010337|Ga0134062_10113895All Organisms → cellular organisms → Bacteria → Acidobacteria1173Open in IMG/M
3300010337|Ga0134062_10225881All Organisms → cellular organisms → Bacteria → Acidobacteria862Open in IMG/M
3300010358|Ga0126370_10907984All Organisms → cellular organisms → Bacteria → Acidobacteria796Open in IMG/M
3300010360|Ga0126372_11255143All Organisms → cellular organisms → Bacteria → Acidobacteria768Open in IMG/M
3300010361|Ga0126378_10052413All Organisms → cellular organisms → Bacteria → Acidobacteria3810Open in IMG/M
3300010366|Ga0126379_11020218All Organisms → cellular organisms → Bacteria → Acidobacteria932Open in IMG/M
3300010877|Ga0126356_11385810All Organisms → cellular organisms → Bacteria → Acidobacteria731Open in IMG/M
3300011269|Ga0137392_11265520All Organisms → cellular organisms → Bacteria → Acidobacteria596Open in IMG/M
3300011270|Ga0137391_11130407All Organisms → cellular organisms → Bacteria → Acidobacteria631Open in IMG/M
3300011271|Ga0137393_10323060All Organisms → cellular organisms → Bacteria → Acidobacteria1316Open in IMG/M
3300012096|Ga0137389_10833614All Organisms → cellular organisms → Bacteria → Acidobacteria792Open in IMG/M
3300012096|Ga0137389_11153618All Organisms → cellular organisms → Bacteria → Acidobacteria664Open in IMG/M
3300012205|Ga0137362_10841281All Organisms → cellular organisms → Bacteria → Acidobacteria785Open in IMG/M
3300012207|Ga0137381_10408125All Organisms → cellular organisms → Bacteria → Acidobacteria1185Open in IMG/M
3300012209|Ga0137379_10296257All Organisms → cellular organisms → Bacteria → Acidobacteria1528Open in IMG/M
3300012209|Ga0137379_11421119All Organisms → cellular organisms → Bacteria → Acidobacteria597Open in IMG/M
3300012351|Ga0137386_10671819All Organisms → cellular organisms → Bacteria → Acidobacteria745Open in IMG/M
3300012361|Ga0137360_10785421All Organisms → cellular organisms → Bacteria → Acidobacteria819Open in IMG/M
3300012582|Ga0137358_10460620All Organisms → cellular organisms → Bacteria → Acidobacteria858Open in IMG/M
3300012685|Ga0137397_10092976All Organisms → cellular organisms → Bacteria → Acidobacteria2204Open in IMG/M
3300012918|Ga0137396_10080229All Organisms → cellular organisms → Bacteria → Acidobacteria2296Open in IMG/M
3300012918|Ga0137396_10481290All Organisms → cellular organisms → Bacteria → Acidobacteria920Open in IMG/M
3300012918|Ga0137396_11082473All Organisms → cellular organisms → Bacteria → Acidobacteria574Open in IMG/M
3300012923|Ga0137359_10647458All Organisms → cellular organisms → Bacteria → Acidobacteria924Open in IMG/M
3300012923|Ga0137359_11411126All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium584Open in IMG/M
3300012924|Ga0137413_10567876All Organisms → cellular organisms → Bacteria → Acidobacteria844Open in IMG/M
3300012925|Ga0137419_11757911All Organisms → cellular organisms → Bacteria → Acidobacteria530Open in IMG/M
3300012927|Ga0137416_10850824All Organisms → cellular organisms → Bacteria → Acidobacteria809Open in IMG/M
3300012927|Ga0137416_11722723All Organisms → cellular organisms → Bacteria → Acidobacteria572Open in IMG/M
3300012929|Ga0137404_11735552All Organisms → cellular organisms → Bacteria → Acidobacteria580Open in IMG/M
3300014154|Ga0134075_10161573All Organisms → cellular organisms → Bacteria → Acidobacteria959Open in IMG/M
3300017657|Ga0134074_1107110All Organisms → cellular organisms → Bacteria → Acidobacteria962Open in IMG/M
3300017659|Ga0134083_10353868All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium633Open in IMG/M
3300017659|Ga0134083_10580368All Organisms → cellular organisms → Bacteria → Acidobacteria510Open in IMG/M
3300017959|Ga0187779_10271061All Organisms → cellular organisms → Bacteria → Acidobacteria1079Open in IMG/M
3300018085|Ga0187772_10581912All Organisms → cellular organisms → Bacteria → Acidobacteria795Open in IMG/M
3300018482|Ga0066669_10958559All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium770Open in IMG/M
3300019789|Ga0137408_1319911All Organisms → cellular organisms → Bacteria → Acidobacteria609Open in IMG/M
3300020579|Ga0210407_10033392All Organisms → cellular organisms → Bacteria3828Open in IMG/M
3300020579|Ga0210407_10474891All Organisms → cellular organisms → Bacteria → Acidobacteria977Open in IMG/M
3300020579|Ga0210407_11235928All Organisms → cellular organisms → Bacteria → Acidobacteria561Open in IMG/M
3300020583|Ga0210401_10693231All Organisms → cellular organisms → Bacteria → Acidobacteria879Open in IMG/M
3300021171|Ga0210405_10385771All Organisms → cellular organisms → Bacteria → Acidobacteria1104Open in IMG/M
3300021171|Ga0210405_10526050All Organisms → cellular organisms → Bacteria → Acidobacteria925Open in IMG/M
3300021171|Ga0210405_10854644All Organisms → cellular organisms → Bacteria → Acidobacteria694Open in IMG/M
3300021405|Ga0210387_11695775All Organisms → cellular organisms → Bacteria → Acidobacteria535Open in IMG/M
3300021478|Ga0210402_10415402All Organisms → cellular organisms → Bacteria → Acidobacteria1249Open in IMG/M
3300021479|Ga0210410_10637823All Organisms → cellular organisms → Bacteria → Acidobacteria944Open in IMG/M
3300021559|Ga0210409_10076189All Organisms → cellular organisms → Bacteria3113Open in IMG/M
3300021560|Ga0126371_13740934All Organisms → cellular organisms → Bacteria → Acidobacteria513Open in IMG/M
3300026297|Ga0209237_1244330All Organisms → cellular organisms → Bacteria → Acidobacteria552Open in IMG/M
3300026301|Ga0209238_1016693All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium2834Open in IMG/M
3300026309|Ga0209055_1077350All Organisms → cellular organisms → Bacteria → Acidobacteria1378Open in IMG/M
3300026309|Ga0209055_1266654All Organisms → cellular organisms → Bacteria → Acidobacteria533Open in IMG/M
3300026331|Ga0209267_1082979All Organisms → cellular organisms → Bacteria → Acidobacteria1383Open in IMG/M
3300026482|Ga0257172_1051574All Organisms → cellular organisms → Bacteria → Acidobacteria753Open in IMG/M
3300026547|Ga0209156_10242439All Organisms → cellular organisms → Bacteria → Acidobacteria841Open in IMG/M
3300026550|Ga0209474_10552224All Organisms → cellular organisms → Bacteria → Acidobacteria585Open in IMG/M
3300027064|Ga0208724_1009928All Organisms → cellular organisms → Bacteria → Proteobacteria → Alphaproteobacteria → Hyphomicrobiales908Open in IMG/M
3300027460|Ga0207506_1009351All Organisms → cellular organisms → Bacteria → Acidobacteria742Open in IMG/M
3300027512|Ga0209179_1040521All Organisms → cellular organisms → Bacteria → Acidobacteria979Open in IMG/M
3300027645|Ga0209117_1153902All Organisms → cellular organisms → Bacteria → Acidobacteria599Open in IMG/M
3300027669|Ga0208981_1155945All Organisms → cellular organisms → Bacteria → Acidobacteria579Open in IMG/M
3300027698|Ga0209446_1060685All Organisms → cellular organisms → Bacteria → Acidobacteria960Open in IMG/M
3300027725|Ga0209178_1150438All Organisms → cellular organisms → Bacteria → Acidobacteria804Open in IMG/M
3300027862|Ga0209701_10337413All Organisms → cellular organisms → Bacteria → Acidobacteria856Open in IMG/M
3300027874|Ga0209465_10103820All Organisms → cellular organisms → Bacteria → Acidobacteria1395Open in IMG/M
3300027903|Ga0209488_10656058All Organisms → cellular organisms → Bacteria → Acidobacteria756Open in IMG/M
3300027903|Ga0209488_10726155All Organisms → cellular organisms → Bacteria → Acidobacteria710Open in IMG/M
3300031247|Ga0265340_10063750All Organisms → cellular organisms → Bacteria → Acidobacteria1758Open in IMG/M
3300031715|Ga0307476_10487912All Organisms → cellular organisms → Bacteria → Acidobacteria912Open in IMG/M
3300031753|Ga0307477_10994999All Organisms → cellular organisms → Bacteria → Acidobacteria550Open in IMG/M
3300031754|Ga0307475_10658139All Organisms → cellular organisms → Bacteria → Acidobacteria837Open in IMG/M
3300031859|Ga0318527_10382282All Organisms → cellular organisms → Bacteria → Acidobacteria600Open in IMG/M
3300031894|Ga0318522_10063080All Organisms → cellular organisms → Bacteria → Acidobacteria1329Open in IMG/M
3300031962|Ga0307479_10080535All Organisms → cellular organisms → Bacteria → Acidobacteria → unclassified Acidobacteria → Acidobacteria bacterium3151Open in IMG/M


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Environmental Properties

Associated Habitat Types

Select Environment Taxonomy Level:
HabitatTaxonomyDistribution
Vadose Zone SoilEnvironmental → Terrestrial → Soil → Unclassified → Unclassified → Vadose Zone Soil30.10%
SoilEnvironmental → Terrestrial → Soil → Unclassified → Forest Soil → Soil13.59%
SoilEnvironmental → Terrestrial → Soil → Unclassified → Grasslands → Soil9.71%
Grasslands SoilEnvironmental → Terrestrial → Soil → Unclassified → Unclassified → Grasslands Soil8.74%
Bog Forest SoilEnvironmental → Aquatic → Freshwater → Wetlands → Bog → Bog Forest Soil4.85%
Tropical Forest SoilEnvironmental → Terrestrial → Soil → Unclassified → Unclassified → Tropical Forest Soil4.85%
Grasslands SoilEnvironmental → Terrestrial → Soil → Unclassified → Grasslands → Grasslands Soil4.85%
Agricultural SoilEnvironmental → Terrestrial → Soil → Unclassified → Agricultural Land → Agricultural Soil3.88%
Hardwood Forest SoilEnvironmental → Terrestrial → Soil → Unclassified → Forest Soil → Hardwood Forest Soil3.88%
Forest SoilEnvironmental → Terrestrial → Soil → Loam → Forest Soil → Forest Soil3.88%
Tropical Forest SoilEnvironmental → Terrestrial → Soil → Loam → Forest Soil → Tropical Forest Soil2.91%
Tropical PeatlandEnvironmental → Terrestrial → Soil → Wetlands → Unclassified → Tropical Peatland1.94%
SoilEnvironmental → Terrestrial → Soil → Loam → Grasslands → Soil1.94%
WatershedsEnvironmental → Aquatic → Sediment → Unclassified → Unclassified → Watersheds0.97%
SoilEnvironmental → Terrestrial → Soil → Unclassified → Agricultural Land → Soil0.97%
Corn, Switchgrass And Miscanthus RhizosphereEnvironmental → Terrestrial → Soil → Loam → Agricultural Soil → Corn, Switchgrass And Miscanthus Rhizosphere0.97%
RhizosphereHost-Associated → Plants → Rhizosphere → Soil → Unclassified → Rhizosphere0.97%
Boreal Forest SoilEnvironmental → Terrestrial → Soil → Unclassified → Unclassified → Boreal Forest Soil0.97%

Visualization
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Associated Samples

Taxon OIDSample NameHabitat TypeIMG/M Link
3300001867Texas A ecozone_OM1H0_M2 (Combined assembly for Texas A ecozone Site metagenome samples, ASSEMBLY_DATE=20130705)EnvironmentalOpen in IMG/M
3300002914Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample 9_17_2013_115cmEnvironmentalOpen in IMG/M
3300003224Bog forest soil microbial communities from Calvert Island, British Columbia, Canada - ECP04_OM3EnvironmentalOpen in IMG/M
3300003350Bog forest soil microbial communities from Calvert Island, British Columbia, Canada - ECP14_OM3EnvironmentalOpen in IMG/M
3300004152Coassembly of ECP12_OM1, ECP12_OM2, ECP12_OM3EnvironmentalOpen in IMG/M
3300004635Coassembly of ECP03_0M1, ECP03_OM2, ECP03_OM3, ECP04_OM1, ECP04_OM2, ECP04_OM3EnvironmentalOpen in IMG/M
3300005166Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_123EnvironmentalOpen in IMG/M
3300005171Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_126EnvironmentalOpen in IMG/M
3300005174Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_129EnvironmentalOpen in IMG/M
3300005175Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_122EnvironmentalOpen in IMG/M
3300005332Tropical forest soil microbial communities from Panama analyzed to predict greenhouse gas emissions - Panama Soil - Plot 6 (Hybrid Assembly)EnvironmentalOpen in IMG/M
3300005434Corn, switchgrass and miscanthus rhizosphere microbial communities from Kellogg Biological Station, Michigan, USA - LAR L5-1 metaGEnvironmentalOpen in IMG/M
3300005560Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_119EnvironmentalOpen in IMG/M
3300005568Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_152EnvironmentalOpen in IMG/M
3300006162Freshwater sediment microbial communities from Pennsylvania, USA - Little Laurel Run_MetaG_LLR_2012EnvironmentalOpen in IMG/M
3300006755Agricultural soil microbial communities from Georgia to study Nitrogen management - GA PlitterEnvironmentalOpen in IMG/M
3300006806Agricultural soil microbial communities from Georgia to study Nitrogen management - GA AS100EnvironmentalOpen in IMG/M
3300007265Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - Rivendell_Oct2014_Saprolite_2_DNA_Rhizosphere_1EnvironmentalOpen in IMG/M
3300009088Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - CZOApr15con2H3.8 metaGEnvironmentalOpen in IMG/M
3300009089Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - CZOApr15con2H1.8 metaGEnvironmentalOpen in IMG/M
3300009137Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_158EnvironmentalOpen in IMG/M
3300010301Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Rain_40cm_2_09082015EnvironmentalOpen in IMG/M
3300010321Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Rain_20cm_5_09212015EnvironmentalOpen in IMG/M
3300010333Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Met_40cm_2_24_1 metaGEnvironmentalOpen in IMG/M
3300010337Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Rain_20cm_2_09082015EnvironmentalOpen in IMG/M
3300010358Tropical forest soil microbial communities from Panama - MetaG Plot_3EnvironmentalOpen in IMG/M
3300010360Tropical forest soil microbial communities from Panama - MetaG Plot_6EnvironmentalOpen in IMG/M
3300010361Tropical forest soil microbial communities from Panama - MetaG Plot_23EnvironmentalOpen in IMG/M
3300010366Tropical forest soil microbial communities from Panama - MetaG Plot_24EnvironmentalOpen in IMG/M
3300010877Boreal forest soil eukaryotic communities from Alaska, USA - W3-2 Metatranscriptome (Eukaryote Community Metatranscriptome)EnvironmentalOpen in IMG/M
3300011269Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - 15con2h3.4A metaGEnvironmentalOpen in IMG/M
3300011270Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - 15con2h2.4B metaGEnvironmentalOpen in IMG/M
3300011271Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - 15con2h3.4B metaGEnvironmentalOpen in IMG/M
3300012096Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - 15con2h1.4B metaGEnvironmentalOpen in IMG/M
3300012205Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - Mad1_100_16 metaGEnvironmentalOpen in IMG/M
3300012207Vadose zone soil microbial communities from Sagehorn Ranch, Mendocino, California, USA - Sage2_L_115_16 metaGEnvironmentalOpen in IMG/M
3300012209Vadose zone soil microbial communities from Sagehorn Ranch, Mendocino, California, USA - Sage2_L_80_16 metaGEnvironmentalOpen in IMG/M
3300012351Vadose zone soil microbial communities from Sagehorn Ranch, Mendocino, California, USA - Sage2_R_100_16 metaGEnvironmentalOpen in IMG/M
3300012361Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - Mad1_60_16 metaGEnvironmentalOpen in IMG/M
3300012582Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - Mad1_20_16 metaGEnvironmentalOpen in IMG/M
3300012685Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - czorhiz1.16 metaGEnvironmentalOpen in IMG/M
3300012918Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - czcobulk3.16 metaGEnvironmentalOpen in IMG/M
3300012923Vadose zone soil microbial communities from Angelo Coast Range Reserve, California, USA - Mad1_40_16 metaGEnvironmentalOpen in IMG/M
3300012924Vadose zone soil fungal communities from Angelo Coast Range Reserve, California, USA - CZODoug2_1_16fungal (Illumina Assembly)EnvironmentalOpen in IMG/M
3300012925Vadose zone soil fungal communities from Angelo Coast Range Reserve, California, USA - CZODoug3_1_2_16fungal (Illumina Assembly)EnvironmentalOpen in IMG/M
3300012927Vadose zone soil fungal communities from Angelo Coast Range Reserve, California, USA - CZODoug3_1_1_16fungal (Illumina Assembly)EnvironmentalOpen in IMG/M
3300012929Vadose zone soil fungal communities from Angelo Coast Range Reserve, California, USA - CZOMad2_1_16fungal (Illumina Assembly)EnvironmentalOpen in IMG/M
3300014154Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Rain_40cm_5_09212015EnvironmentalOpen in IMG/M
3300017657Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Rain_40cm_2_09212015EnvironmentalOpen in IMG/M
3300017659Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - 15_D_Met_40cm_5_24_1 metaGEnvironmentalOpen in IMG/M
3300017959Tropical peat soil microbial communities from peatlands in Department of Meta, Colombia - 1015_Q2_SP10_10_MGEnvironmentalOpen in IMG/M
3300018085Tropical peat soil microbial communities from peatlands in Department of Meta, Colombia - 0116_SJ02_MP15_20_MGEnvironmentalOpen in IMG/M
3300018482Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_118EnvironmentalOpen in IMG/M
3300019789Vadose zone soil fungal communities from Angelo Coast Range Reserve, California, USA - CZOMad2_2_16fungal (PacBio error correction)EnvironmentalOpen in IMG/M
3300020579Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-C-27-MEnvironmentalOpen in IMG/M
3300020583Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-H-32-MEnvironmentalOpen in IMG/M
3300021171Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-H-11-MEnvironmentalOpen in IMG/M
3300021405Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-C-7-OEnvironmentalOpen in IMG/M
3300021478Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-C-7-MEnvironmentalOpen in IMG/M
3300021479Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-C-4-MEnvironmentalOpen in IMG/M
3300021559Forest soil microbial communities from Barre Woods Harvard Forest LTER site, Petersham, Massachusetts, United States - Inc-BW-H-17-MEnvironmentalOpen in IMG/M
3300021560Tropical forest soil microbial communities from Panama - MetaG Plot_4EnvironmentalOpen in IMG/M
3300026297Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample 10_02_2013_1_40cm (SPAdes)EnvironmentalOpen in IMG/M
3300026301Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample 10_02_2013_1_20cm (SPAdes)EnvironmentalOpen in IMG/M
3300026309Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_110 (SPAdes)EnvironmentalOpen in IMG/M
3300026331Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_137 (SPAdes)EnvironmentalOpen in IMG/M
3300026482Soil microbial communities from H.J. Andrews Experimental Forest, Oregon, United States - DW-16-BEnvironmentalOpen in IMG/M
3300026547Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_124 (SPAdes)EnvironmentalOpen in IMG/M
3300026550Grasslands soil microbial communities from the Angelo Coastal Reserve, California, USA - Sample Angelo_145 (SPAdes)EnvironmentalOpen in IMG/M
3300027064Forest soil microbial communities from Harvard Forest Long Term Ecological Research site in Petersham, Massachusetts, USA - MetaG HF003 (SPAdes)EnvironmentalOpen in IMG/M
3300027460Soil microbial communities from Arlington Agricultural Research Station in Wisconsin, USA - Nitrogen cycling UWRJ-ROWE17-C (SPAdes)EnvironmentalOpen in IMG/M
3300027512Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - Rivendell_Oct2014_Saprolite_2_DNA_Rhizosphere_2 (SPAdes)EnvironmentalOpen in IMG/M
3300027645Forest soil microbial communities from Thunder Bay, Ontario, Canada - Black Spruce, Ontario site 2_A8_OM2_M2 (SPAdes)EnvironmentalOpen in IMG/M
3300027669Forest soil microbial communities from El Dorado National Forest, California, USA - Mediterranean Blodgett CA OM1_M1 (SPAdes)EnvironmentalOpen in IMG/M
3300027698Bog forest soil microbial communities from Calvert Island, British Columbia, Canada - ECP04_OM2 (SPAdes)EnvironmentalOpen in IMG/M
3300027725Agricultural soil microbial communities from Georgia to study Nitrogen management - GA AS200 (SPAdes)EnvironmentalOpen in IMG/M
3300027862Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - CZOApr15con2H3.8 metaG (SPAdes)EnvironmentalOpen in IMG/M
3300027874Tropical forest soil microbial communities from Panama analyzed to predict greenhouse gas emissions - Panama Soil Plot 1 MoBio (SPAdes)EnvironmentalOpen in IMG/M
3300027903Vadose zone soil microbial communities from the Eel River Critical Zone Observatory, Northern California, USA - Rivendell_Oct2014_Saprolite_2_DNA_Bulk_2 (SPAdes)EnvironmentalOpen in IMG/M
3300031247Rhizosphere microbial communities from Carex aquatilis grown in University of Washington, Seatle, WA, United States - 4-CB2-25 metaGHost-AssociatedOpen in IMG/M
3300031715Hardwood forest soil microbial communities from Morgan-Monroe State Forest, Indiana, United States - atmos_gasesECM2C_05EnvironmentalOpen in IMG/M
3300031753Hardwood forest soil microbial communities from Morgan-Monroe State Forest, Indiana, United States - atmos_gasesECM2C_515EnvironmentalOpen in IMG/M
3300031754Hardwood forest soil microbial communities from Morgan-Monroe State Forest, Indiana, United States - atmos_gasesECM1C_515EnvironmentalOpen in IMG/M
3300031859Tropical soil microbial communities from Luquillo Experimental Forest, Puerto Rico - GRE.SIPMG.052b4f25EnvironmentalOpen in IMG/M
3300031894Tropical soil microbial communities from Luquillo Experimental Forest, Puerto Rico - GRE.SIPMG.178b2f18EnvironmentalOpen in IMG/M
3300031962Hardwood forest soil microbial communities from Morgan-Monroe State Forest, Indiana, United States - atmos_gasesECM4C_515EnvironmentalOpen in IMG/M

Geographical Distribution
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Family Sequences

Protein ID Sample Taxon ID Habitat Sequence
JGI12627J18819_1050070913300001867Forest SoilMTDYAQRASNSFNERMRLIRFRRKRENLRFWDEFKLVPRWLVALVILLFI
JGI25617J43924_1006337333300002914Grasslands SoilMTDYTQRVSDSFNERMRLIRFRRKREKLRFWDEFKLVPRWLVAVVI
JGI26344J46810_100130413300003224Bog Forest SoilMSDYQQKVSGTFNERMKLIRLRRKKENLRFWDEFRIVPRWLVWG
JGI26347J50199_101764913300003350Bog Forest SoilMSEYQQKVAGSFNERMKLIKLRRKKENLRFWDEFRIIPKG
Ga0062386_10138718823300004152Bog Forest SoilMTDYPQRVTESINERSRLYRLRKRKEKLRFWHEFGIIPRWLKVLV
Ga0062388_10078796923300004635Bog Forest SoilMSEYQQKVAGSFNERMKLIKLRRKKENLRFWDEFRIIPKGLIWTVV
Ga0066674_1004449543300005166SoilMTDYPQRVSDSFYERKRLIRLRRKKENLRFWEEFRIIPRWLTALV
Ga0066674_1048304023300005166SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIPRW
Ga0066677_1017191933300005171SoilMTDYPQRVSDSFYERKRLIRLRRKKENLRFWEEFRIIPRWLMALVA
Ga0066680_1058644713300005174SoilMSDYQQRIAGSFQERKRLNQLRKRKETLRLWSEFRIIPLWLIVLVIVLF
Ga0066673_1028373413300005175SoilMADYSQKVTSSFNERMRLMRVRRKKEKLRFADEFRIIPRWLIVLVIV
Ga0066388_10231786913300005332Tropical Forest SoilMSDYSQKVAGSFNERMRLIRVRRKKENLRFWDEFRIIPRW
Ga0066388_10847720123300005332Tropical Forest SoilMADYSQKVTSSFNERMRLMRVRRKKERLRFADEFRIIPRWLI
Ga0070709_1039912633300005434Corn, Switchgrass And Miscanthus RhizosphereMSDYQQKVSGSFNERMRLIRLRRKKENLRFWEEFRIIPKGVIW
Ga0066670_1053909513300005560SoilMSDYSQKVTGSFNERMRLNRLRRRKEKLRFWSEFLIIPKWLMGLVA
Ga0066703_1027203813300005568SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPR
Ga0075030_10160645623300006162WatershedsVSDYQQKIAETFNERKRLNQLRRRKENLRFWNELRIIPRSLFVLVAV
Ga0079222_1024464413300006755Agricultural SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIPRWLMALVAL
Ga0079220_1067834813300006806Agricultural SoilMADYSQKVTSTFNERMRLNRVRRRKEKLRFWDEFM
Ga0079220_1177805413300006806Agricultural SoilMSEYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGII
Ga0099794_1001200313300007265Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFR
Ga0099830_1087721013300009088Vadose Zone SoilMSDYSQRVTGSLNERMRLIRLRRKKENLRFWEEFRII
Ga0099828_1026392043300009089Vadose Zone SoilMTDYQQKVSDSFNERKRLIRLRRKKENLRFWDEFRIIP
Ga0066709_10361802223300009137Grasslands SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPRWLIVLVI
Ga0134070_1001265753300010301Grasslands SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIP
Ga0134067_1016386223300010321Grasslands SoilMADYSQKVTSSFNERMRLNRVRRRKEKLRFWDELLIIPKWLLVV
Ga0134080_1054076513300010333Grasslands SoilMSDYSQKVTGSFNERMRLNRLRRRKEKLRFWSEFLIIPKWL
Ga0134062_1011389533300010337Grasslands SoilMSDYSQKVTGSFNERMRLNRLRRRKEKLRFWSEFLIIPKWLMG
Ga0134062_1022588133300010337Grasslands SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIPRWLVVLVALLYVI
Ga0126370_1090798423300010358Tropical Forest SoilMADYSQKVTSTFNERLRLNRVRRRKEKLRFWDEFRIIPRWVMVLVVVLFLLA
Ga0126372_1125514313300010360Tropical Forest SoilMADYSQKVTSSFNERMRLMRVRRKKERLHFSEEFRIIPRWLIVL
Ga0126378_1005241363300010361Tropical Forest SoilMADYSQKVTSTFNERLRLNRVRRRKEKLRFWDEFRIIP
Ga0126379_1102021833300010366Tropical Forest SoilMADYSQKVTSSFNERMRLMRVRRKKERLRFADEFRIIPRWLIAVVMV
Ga0126356_1138581013300010877Boreal Forest SoilMSDTQQKVTGTFNERMRLIRLRRKKENLRFWEEFRIIPNGVIWTV
Ga0137392_1126552023300011269Vadose Zone SoilMSDYQQRIAESFQERKRLNQLRKRKENLRFWSEFRIIPRWLIVLVI
Ga0137391_1113040713300011270Vadose Zone SoilMSDYSQRVTGSLNERMRLIRLRRKKENLRFWQELRIIPRPLGGPVAAT
Ga0137393_1032306013300011271Vadose Zone SoilMSDYSQRVTGSLNERMRLIRLRRKKENLRFWEEFRIIPRWL
Ga0137389_1083361413300012096Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRI
Ga0137389_1115361813300012096Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFRIIPRWLIVLV
Ga0137362_1084128113300012205Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPRWLIVL
Ga0137381_1040812513300012207Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFRDEFR
Ga0137379_1029625733300012209Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWNEFLLIPRWLMGTVAALF
Ga0137379_1142111913300012209Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFRIIPRWLIVLVILLFLL
Ga0137386_1067181913300012351Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFRDEFRIIPRWLIVLVI
Ga0137360_1078542123300012361Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPRWLI
Ga0137358_1046062033300012582Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPRWLIVLVIV
Ga0137397_1009297643300012685Vadose Zone SoilMTDYPQRMTDSFNERKRLIRLRWKKENLRFWDEFGIIPRWLK
Ga0137396_1008022913300012918Vadose Zone SoilMSDYQQRIAESLQERKRLNQLRRRKEKLSFWDEFQIIPRWLVVLVVVLYVMAL
Ga0137396_1048129033300012918Vadose Zone SoilMSDYSQRVSGSFNERMRLIRLRRKKENLRFWSEFRIIPRW
Ga0137396_1108247313300012918Vadose Zone SoilMSDYPQRVTDSFNERKRLIRLRRKKENLRFWEEFR
Ga0137359_1064745813300012923Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRKRKENLRFWSEFRIIPRWLIVLVIVLFFAAQ
Ga0137359_1141112613300012923Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFRDEFRIIPR
Ga0137413_1056787613300012924Vadose Zone SoilMSDYSQGVTGSLNERMRLIRLRRKKENLRFWQEFRI
Ga0137419_1175791113300012925Vadose Zone SoilVSDYQQKIAESFSERKRLNQLRKRKENLRFWNELRIIPRW
Ga0137416_1085082413300012927Vadose Zone SoilMTDYPQRVTSSWNERMRLIRLRRKKENLHFWEEFGIIPGWLKALVAFLYVAA
Ga0137416_1172272313300012927Vadose Zone SoilMSDYSQRVTGSFNERMRLIRLRRKKENLRFWEEFGIIPR
Ga0137404_1173555213300012929Vadose Zone SoilMTDYPQRMTDSFNERKRLIRLRRKKENLRFWDEFAIIPRWLKVL
Ga0134075_1016157313300014154Grasslands SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFRIIPRWLI
Ga0134074_110711033300017657Grasslands SoilMSDYSQKVTGSFNERMRLNRLRRRKEKLRFWSEFLIIPK
Ga0134083_1035386823300017659Grasslands SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGI
Ga0134083_1058036813300017659Grasslands SoilMSDYQQRVTDSFNERRRLIRLRRKKENLRFWQEFGIIPRWL
Ga0187779_1027106133300017959Tropical PeatlandMPDYSQRVAESFNERMRLNRLRRRKENLKFWDEFRIIPRWLMVLVVILYA
Ga0187772_1058191213300018085Tropical PeatlandMNEWRKEREMSDYSQKVSSSFNERMRLIRLRRKKENLRFRDEFLIIPRWLMILVGV
Ga0066669_1095855913300018482Grasslands SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIPRWL
Ga0137408_131991113300019789Vadose Zone SoilMSDYQQRIAGSFQERKRLNQLRRKKEKLRFWSEFRIIPRWLIVLVI
Ga0210407_1003339263300020579SoilMSDYQQKVSASFNERKRLNRLRRRKENLRFWDEFSIIPRWLVASVFVLFLI
Ga0210407_1047489133300020579SoilMSDYQQKIAESFNERKRLNQLRRRKEKLHFWNEFRIIPRWLVGLV
Ga0210407_1123592823300020579SoilVSDYQQKIAETFSERKRLNQLRKRKENLRFWNELRIIPRWLFVLVAA
Ga0210401_1069323113300020583SoilMSDYQQKVSGSFNERMRLIRLRRKKENLRFWDEFRIVPRGLIWTMV
Ga0210405_1038577133300021171SoilMSDYQQKVSGSFNERMRLIRLRRKKENLRFWDEFR
Ga0210405_1052605033300021171SoilMSDYQQKIAESLNERKRLNQLRRRKEKLRFWSEFGIIPRW
Ga0210405_1085464423300021171SoilMTDYPQKVSDSFNERVRLIRLRRKKENLSFWQEFRIIPRWLVVLVIF
Ga0210387_1169577523300021405SoilMSDYQQKVSGSFSERKRLNRLRRRKEKLRFWEEFRIVPRWL
Ga0210402_1041540233300021478SoilMSDYPQRMTDSFNERKRLIRLRRKKENLRFWEEFRIVPN
Ga0210410_1063782333300021479SoilMSDYQQKIAESFNERKRLNQLRRRKEKLRFWSEFGIIPRWLIGLVIVLYV
Ga0210409_1007618913300021559SoilMSDYQQKVSGSFNERMRLIRLRRKKENLRFWEEFRII
Ga0126371_1374093423300021560Tropical Forest SoilMADYSQKVTSTFNERLRLNRVRRRKEKLRFWDEFRIIPRWVMVLVVVLFL
Ga0209237_124433023300026297Grasslands SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFLIIPRWLMIVVGVLYAIAL
Ga0209238_101669353300026301Grasslands SoilMSDYPQRVTDSFNERKRLIRLRRKKENLRFWEEFRIIPRWLLIS
Ga0209055_107735013300026309SoilMSDYPQRVTDSFNERKRLIRLRRKKENLRFWEEFRIIPRWLMALVAI
Ga0209055_126665423300026309SoilMADYSQKVTSTFNERMRLNRVRRRKEKLRFRDEFRIIPKWL
Ga0209267_108297933300026331SoilMSDYQQRVTDSFNERKRLIRLRRRKENLRFWQEFGIIPRWLIILVIVLF
Ga0257172_105157433300026482SoilMSDYSQRVSGSFNERKRLIRLRRKKENLRFWEEFRIIP
Ga0209156_1024243933300026547SoilMADYSQKVAGSFNERMRLNRVRRRKEKLRFWEEFRIIPRWLVGLVVVLFFIAQG
Ga0209474_1055222413300026550SoilMADYSQKVTSSFNERMRLMRVRRKKEKLRFADEFRIIPR
Ga0208724_100992833300027064Forest SoilMSDYQQKVSGSFNERMRLIRLRRKKENLRFWDEFRIVPRGLIWIMVA
Ga0207506_100935113300027460SoilMSDYQQKVSGSFNERMRLNRLRRKKEKLRFWQEFRIVPKGLIWT
Ga0209179_104052133300027512Vadose Zone SoilMTDYPQRVTDSFNERKRLIRLRRKKENLRFWEEFGIIPGWLKVLV
Ga0209117_115390223300027645Forest SoilMSDYQQRVSGSFSERVRLIRFRRKKEKTRLRDEWRIVPRWLA
Ga0208981_115594513300027669Forest SoilMSDYSQRVSGSFNERKRLIRLRRKKENLRFWEEFRIIPRWLMALVAILYVL
Ga0209446_106068513300027698Bog Forest SoilMSDYQQKVSGTFNERMKLIRLRRKKENLRFWDEFRIVPR
Ga0209178_115043813300027725Agricultural SoilMADYSQKVTSTFNERMRLNRVRRRKEKLRFWDEFMIIPKWLTGLVALLYVT
Ga0209701_1033741333300027862Vadose Zone SoilMSDYSQKVTSSFNERMRLIRLRRKKENLRFWDEFRIIPRWLIVLVI
Ga0209465_1010382013300027874Tropical Forest SoilMADYSQKVTSTFNERLRLNRVRRRKEKLRFWDEFRIIPRWVM
Ga0209488_1065605813300027903Vadose Zone SoilMTDYPQRVSDSFYERKRLIRLRRKKENLRFWEEFRIIPRW
Ga0209488_1072615523300027903Vadose Zone SoilMTDYQQKVSDSFNERMRLIRLRRKKENLRFWDEFRIIPRWL
Ga0265340_1006375013300031247RhizosphereMSDYQQKVSGTLNERMRLIRLRRKKEHLRFWEEFR
Ga0307476_1048791213300031715Hardwood Forest SoilMSDYQQKIAESFNERKRLNQLRKRKENLRFWNELRIIPRWLMVLVALLYVIAVIIA
Ga0307477_1099499913300031753Hardwood Forest SoilMTDYAQRASNSFNERMRLIRFRRKRENLRFWDEFKL
Ga0307475_1065813913300031754Hardwood Forest SoilMSDYQQKVSTSFNERKRLNRLRRRKENLRFWDEFSIVPRWLVA
Ga0318527_1038228223300031859SoilMADYSQKVTSSFNERMRLMRVRRKKEKLHFADEFRIIPRWLIALVIV
Ga0318522_1006308033300031894SoilMADYSQKVTSSFNERMRLMRVRRKKEKLHFADEFRIIPRWLIALV
Ga0307479_1008053543300031962Hardwood Forest SoilMTDYAQRASNSFNERMRLIRFRRKRENLRFWDEFKLVP

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Bioinformatics & Integrated Biology Lab
Institute for Fundamental Biomedical Research
Biomedical Sciences Research Center "Alexander Fleming"
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