characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-390;s__CAG-390 sp900753295

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745563) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561109) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-A-D_B_19_1591.214

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745563 were assembled into contigs (ERZ4561109). The following read sets from this study were the most similar to ERR7745563 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745563,ERR7738266,ERR7745743,ERR7745408,ERR7738168,ERR7745881,ERR7745914,ERR7737618,ERR7738264,ERR7746411. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561109. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7745563 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7745563.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 16S rRNA recovered

characteristic: most complete 5S rRNA recovered

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


status: PUBLIC

tag: attribute

characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-390;s__CAG-390 sp000437015

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738575) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567530) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Nepal_MoBio_Fiber-Hadza-Nepal_B_7_THA1072JZ.47

tag: Namespace:Stanford University School of Medicine

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738575 were assembled into contigs (ERZ4567530). The following read sets from this study were the most similar to ERR7738575 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738575,ERR7738572,ERR7738529,ERR7745858,ERR7738592,ERR7745755,ERR7745760,ERR7738258,ERR7738451,ERR7738645. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4567530. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738575 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738575.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Nepal

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Nepali gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-382;g__UBA1752;s__UBA1752 sp900554405

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738612) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559618) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_O_2_2674.180

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738612 were assembled into contigs (ERZ4559618). The following read sets from this study were the most similar to ERR7738612 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738612,ERR7738231,ERR7738170,ERR7738611,ERR7738593,ERR7738552,ERR7738584,ERR7747255,ERR7746349,ERR7738557. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559618. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738612 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738612.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-841;s__CAG-841 sp900544285

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738274) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559904) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_K_19_2488.129

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738274 were assembled into contigs (ERZ4559904). The following read sets from this study were the most similar to ERR7738274 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738274,ERR7745719,ERR7745867,ERR7745402,ERR7745410,ERR7745819,ERR7738165,ERR7738207,ERR7738604,ERR7738569. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559904. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738274 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738274.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: most complete 16S rRNA recovered

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738624) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561717) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_F_16_1210.86

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738624 were assembled into contigs (ERZ4561717). The following read sets from this study were the most similar to ERR7738624 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738624,ERR7745890,ERR7738537,ERR7738604,ERR7747255,ERR7746411,ERR7738584,ERR7738552,ERR7747426,ERR7738630. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561717. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: k__Bacteria (UID203)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738624 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738624.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-841;s__CAG-841 sp000437375

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7747128) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559679) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_L_2_2317.87

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7747128 were assembled into contigs (ERZ4559679). The following read sets from this study were the most similar to ERR7747128 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7747128,ERR7746217,ERR7738186,ERR7746465,ERR7746436,ERR7745398,ERR7745431,ERR7738534,ERR7738957,ERR7746345. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559679. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7747128 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7747128.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-724;s__CAG-724 sp003524145

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746738) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561505) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-A-D_N_9_1519.3

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7746738 were assembled into contigs (ERZ4561505). The following read sets from this study were the most similar to ERR7746738 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746738,ERR7745816,ERR7738264,ERR7745559,ERR7745563,ERR7745408,ERR7738266,ERR7738651,ERR7738222,ERR7738176. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561505. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746738 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746738.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-724;s__

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738560) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567601) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Nepal_MoBio_Fiber-Hadza-Nepal_H_9_THA1076JZ.64

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738560 were assembled into contigs (ERZ4567601). The following read sets from this study were the most similar to ERR7738560 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738560,ERR7738572,ERR7745908,ERR7745755,ERR7738938,ERR7738451,ERR7738529,ERR7738621,ERR7745346,ERR7738558. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4567601. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738560 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738560.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Nepal

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: most complete 16S rRNA recovered

characteristic: most complete 23S rRNA recovered

characteristic: most complete 5S rRNA recovered

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Nepali gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7747782) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559595) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_J_6_2308.310

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7747782 were assembled into contigs (ERZ4559595). The following read sets from this study were the most similar to ERR7747782 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7747782,ERR7745291,ERR7738189,ERR7738461,ERR7738248,ERR7738178,ERR7738234,ERR7746398,ERR7738569,ERR7745427. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559595. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7747782 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7747782.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745918) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561744) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_J_9_1249.171

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745918 were assembled into contigs (ERZ4561744). The following read sets from this study were the most similar to ERR7745918 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745918,ERR7738215,ERR7738624,ERR7738604,ERR7745990,ERR7745845,ERR7745890,ERR7738537,ERR7738536,ERR7738588. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561744. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7745918 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7745918.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Hadza gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-382;g__UBA1206;s__UBA1206 sp000433115

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738550) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560050) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_B_9_1942.302

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738550 were assembled into contigs (ERZ4560050). The following read sets from this study were the most similar to ERR7738550 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738550,ERR7746411,ERR7745823,ERR7745335,ERR7745994,ERR7738959,ERR7738626,ERR7738565,ERR7738643,ERR7738602. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560050. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738550 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738550.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 16S rRNA recovered

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745419) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559960) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_O_5_2504.14

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745419 were assembled into contigs (ERZ4559960). The following read sets from this study were the most similar to ERR7745419 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745419,ERR7738271,ERR7746440,ERR7747255,ERR7745919,ERR7738565,ERR7738141,ERR7738186,ERR7746436,ERR7738594. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559960. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7745419 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7745419.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: GTDB-TK v1.7.0, r202 database, default parameters

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738661) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560067) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_P_7_2143.178

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738661 were assembled into contigs (ERZ4560067). The following read sets from this study were the most similar to ERR7738661 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738661,ERR7738643,ERR7738537,ERR7745890,ERR7738552,ERR7745963,ERR7747426,ERR7738624,ERR7738569,ERR7738584. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560067. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738661 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738661.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-382;g__UBA1206;s__UBA1206 sp000433115

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738591) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560351) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_K_7_1773.70

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738591 were assembled into contigs (ERZ4560351). The following read sets from this study were the most similar to ERR7738591 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738591,ERR7738623,ERR7738607,ERR7746285,ERR7738936,ERR7746321,ERR7745906,ERR7738598,ERR7738595,ERR7745823. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560351. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738591 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738591.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Hadza gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__HGM12650;s__HGM12650 sp900761725

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746349) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4568042) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_PheChl_Fiber-Hadza-Nepal_E_2_1315.426

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7746349 were assembled into contigs (ERZ4568042). The following read sets from this study were the most similar to ERR7746349 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746349,ERR7738602,ERR7738628,ERR7738571,ERR7738552,ERR7745963,ERR7738587,ERR7745544,ERR7738557,ERR7738584. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4568042. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746349 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746349.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 5S rRNA recovered

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__;s__

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745975) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567797) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_PheChl_Fiber-Hadza-Nepal_E_18_1662.275

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745975 were assembled into contigs (ERZ4567797). The following read sets from this study were the most similar to ERR7745975 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745975,ERR7746061,ERR7746365,ERR7746321,ERR7745815,ERR7738628,ERR7745438,ERR7738606,ERR7738559,ERR7738586. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4567797. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7745975 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7745975.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__UMGS2055;s__UMGS2055 sp900557635

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746219) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559398) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_M_10_2632.91

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7746219 were assembled into contigs (ERZ4559398). The following read sets from this study were the most similar to ERR7746219 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746219,ERR7745990,ERR7747255,ERR7745845,ERR7746094,ERR7738588,ERR7745759,ERR7746767,ERR7746440,ERR7745588. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559398. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746219 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746219.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-448;s__CAG-448 sp003150135

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746773) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560047) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_N_21_2138.159

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7746773 were assembled into contigs (ERZ4560047). The following read sets from this study were the most similar to ERR7746773 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746773,ERR7738190,ERR7738192,ERR7738599,ERR7738604,ERR7738661,ERR7746144,ERR7745783,ERR7738271,ERR7738247. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560047. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7746773 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746773.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Hadza gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7737972) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560076) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_B_8_2155.95

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7737972 were assembled into contigs (ERZ4560076). The following read sets from this study were the most similar to ERR7737972 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7737972,ERR7738232,ERR7738209,ERR7738161,ERR7737622,ERR7746144,ERR7738599,ERR7738651,ERR7738595,ERR7738936. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560076. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7737972 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7737972.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 16S rRNA recovered

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738630) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561632) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_D_12_1182.155

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7738630 were assembled into contigs (ERZ4561632). The following read sets from this study were the most similar to ERR7738630 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738630,ERR7745423,ERR7738624,ERR7745890,ERR7738537,ERR7746349,ERR7747084,ERR7738584,ERR7738604,ERR7738622. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561632. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738630 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738630.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__CAG-448;s__CAG-448 sp003150135

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738651) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560070) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_P_9_2144.128

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738651 were assembled into contigs (ERZ4560070). The following read sets from this study were the most similar to ERR7738651 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738651,ERR7738556,ERR7738569,ERR7738599,ERR7746184,ERR7746321,ERR7746365,ERR7738570,ERR7738176,ERR7738959. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560070. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738651 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738651.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738247) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560527) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_M_22_1922.212

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738247 were assembled into contigs (ERZ4560527). The following read sets from this study were the most similar to ERR7738247 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738247,ERR7746751,ERR7738192,ERR7738271,ERR7746440,ERR7747255,ERR7738190,ERR7738624,ERR7738194,ERR7738550. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560527. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738247 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738247.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Hadza gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__UMGS1865;s__UMGS1865 sp900547725

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746398) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559822) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_G_7_2399.100

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7746398 were assembled into contigs (ERZ4559822). The following read sets from this study were the most similar to ERR7746398 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746398,ERR7745903,ERR7738154,ERR7738569,ERR7738461,ERR7738234,ERR7738275,ERR7738566,ERR7745291,ERR7738613. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559822. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746398 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746398.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__UMGS1865;s__UMGS1865 sp900555785

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745388) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559653) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_N_6_2333.125

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745388 were assembled into contigs (ERZ4559653). The following read sets from this study were the most similar to ERR7745388 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745388,ERR7738181,ERR7738158,ERR7738146,ERR7745412,ERR7738269,ERR7738185,ERR7745403,ERR7745582,ERR7738611. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4559653. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7745388 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7745388.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__UMGS1783;g__;s__

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738609) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560346) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_K_1_1770.268

characteristic: Submitter Id

text: Many fragments with little to no review of assembly other than reporting of standard assembly statistics.

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738609 were assembled into contigs (ERZ4560346). The following read sets from this study were the most similar to ERR7738609 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738609,ERR7745947,ERR7747255,ERR7738602,ERR7738557,ERR7738565,ERR7738651,ERR7745854,ERR7746113,ERR7746217. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560346. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738609 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738609.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: https://doi.org/10.1126/science.aan4834; https://doi.org/10.1080/19490976.2018.1494103

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__CAG-272;g__;s__

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7746785) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561612) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-A-D_N_3_1523.222

characteristic: Submitter Id

characteristic: assembly quality

text: metaSPAdes;3.13.1;-k 21,33,55,77 --merged BBMerge.fq.gz -1 R1.fq.gz -2 R2.fq.gz

characteristic: assembly software

text: Reads from ERR7746785 were assembled into contigs (ERZ4561612). The following read sets from this study were the most similar to ERR7746785 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746785,ERR7738176,ERR7738184,ERR7745362,ERR7738251,ERR7746184,ERR7745937,ERR7738660,ERR7738586,ERR7738569. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4561612. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7746785 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7746785.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: nucleic acid extraction

text: uncultured Eubacteriales bacterium

text: Metagenome sequencing of Hadza gut microbiome

characteristic: project name

text: No

characteristic: reassembly post binning

characteristic: reference for biomaterial

characteristic: sample collection device or method

characteristic: sample derived from

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__UBA644;g__;s__

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738180) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4566876) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-A-D_H_17_1555.113

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738180 were assembled into contigs (ERZ4566876). The following read sets from this study were the most similar to ERR7738180 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738180,ERR7745434,ERR7738245,ERR7738188,ERR7746738,ERR7738174,ERR7737954,ERR7745816,ERR7745559,ERR7745914. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4566876. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738180 failed to map to hg19 (with custom masking) using BBMap v38.86 (minid=0.95 maxindel=3 bwr=0.16 bw=12 minhits=2).

characteristic: contamination screening parameters

text: This sample represents an uncultured Eubacteriales bacterium MAG assembled and binned from ERR7738180.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

characteristic: geographic location (longitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: number of standard tRNAs extracted

text: uncultured Eubacteriales bacterium

characteristic: organism

text: No

text: uncultured Eubacteriales bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: GTDB-TK v1.7.0, r202 database, default parameters

text: multi-marker approach