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__Bacteroidota;c__Bacteroidia;o__Bacteroidales;f__Bacteroidaceae;g__UBA4372;s__UBA4372 sp900543815

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 (ERR7745382) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559788) 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_E_21_2379.57

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 ERR7745382 were assembled into contigs (ERZ4559788). The following read sets from this study were the most similar to ERR7745382 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745382,ERR7738248,ERR7745427,ERR7738160,ERR7738203,ERR7738182,ERR7738157,ERR7738216,ERR7738234,ERR7738270. 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 ERZ4559788. 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

text: CheckM marker lineage: o__Bacteroidales (UID2657)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7745382 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7745382.

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 Bacteroidaceae bacterium

characteristic: organism

text: No

text: uncultured Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

characteristic: taxonomic classification

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

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 (ERR7746030) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560629) 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_J_18_1660.247

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 ERR7746030 were assembled into contigs (ERZ4560629). The following read sets from this study were the most similar to ERR7746030 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746030,ERR7745924,ERR7738602,ERR7738531,ERR7745854,ERR7738565,ERR7738571,ERR7738628,ERR7738587,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 ERZ4560629. 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 score

characteristic: completeness software

text: reads

text: All reads in ERR7746030 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7746030.

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 Bacteroidaceae 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 Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

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__Bacteroidota;c__Bacteroidia;o__Bacteroidales;f__Bacteroidaceae;g__UBA4372;s__UBA4372 sp900543815

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 (ERR7745613) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560405) 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_A_6_1816.106

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745613 were assembled into contigs (ERZ4560405). The following read sets from this study were the most similar to ERR7745613 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745613,ERR7738237,ERR7745870,ERR7745994,ERR7738651,ERR7738556,ERR7746051,ERR7738224,ERR7745423,ERR7746184. 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 ERZ4560405. 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 approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7745613 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7745613.

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 Bacteroidaceae bacterium

characteristic: organism

text: No

text: uncultured Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

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 (ERR7738162) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560186) 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_F_8_2217.129

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 ERR7738162 were assembled into contigs (ERZ4560186). The following read sets from this study were the most similar to ERR7738162 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738162,ERR7745429,ERR7738537,ERR7738552,ERR7738593,ERR7745890,ERR7738661,ERR7738612,ERR7738170,ERR7738568. 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 ERZ4560186. 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__Bacteroidales (UID2657)

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738162 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7738162.

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 Bacteroidaceae 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 Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

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 (ERR7738190) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560021) 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_19_2137.12

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 ERR7738190 were assembled into contigs (ERZ4560021). The following read sets from this study were the most similar to ERR7738190 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738190,ERR7738651,ERR7738268,ERR7738550,ERR7738192,ERR7738194,ERR7738643,ERR7746773,ERR7738604,ERR7747255. 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 ERZ4560021. 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 approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738190 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7738190.

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 Bacteroidaceae bacterium

characteristic: organism

text: No

text: uncultured Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

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__Bacteroidota;c__Bacteroidia;o__Bacteroidales;f__Bacteroidaceae;g__UBA4372;s__UBA4372 sp900543815

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 (ERR7738557) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567920) 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_12_1556.185

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738557 were assembled into contigs (ERZ4567920). The following read sets from this study were the most similar to ERR7738557 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738557,ERR7738600,ERR7738565,ERR7738602,ERR7738587,ERR7747255,ERR7746349,ERR7738628,ERR7738531,ERR7745924. 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 ERZ4567920. 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 score

characteristic: completeness software

text: reads

text: All reads in ERR7738557 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7738557.

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 Bacteroidaceae 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 Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

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 (ERR7738555) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567620) 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_I_24_2346.94

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 ERR7738555 were assembled into contigs (ERZ4567620). The following read sets from this study were the most similar to ERR7738555 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738555,ERR7738156,ERR7745366,ERR7738189,ERR7738178,ERR7738196,ERR7745420,ERR7738203,ERR7738212,ERR7738461. 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 ERZ4567620. 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

text: CheckM marker lineage: o__Bacteroidales (UID2657)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738555 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7738555.

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 Bacteroidaceae bacterium

characteristic: organism

text: No

text: uncultured Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

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 (ERR7747394) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567788) 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_C_8_2273.213

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 ERR7747394 were assembled into contigs (ERZ4567788). The following read sets from this study were the most similar to ERR7747394 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7747394,ERR7746767,ERR7738616,ERR7738584,ERR7745335,ERR7738569,ERR7738586,ERR7746688,ERR7745823,ERR7738628. 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 ERZ4567788. 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 score

characteristic: completeness software

text: reads

text: All reads in ERR7747394 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7747394.

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 Bacteroidaceae 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 Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

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__Bacteroidota;c__Bacteroidia;o__Bacteroidales;f__Bacteroidaceae;g__UBA4372;s__UBA4372 sp900543815

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 (ERR7746094) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561846) 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_G_14_1102.205

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7746094 were assembled into contigs (ERZ4561846). The following read sets from this study were the most similar to ERR7746094 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746094,ERR7745588,ERR7746793,ERR7747255,ERR7746411,ERR7745953,ERR7747522,ERR7745582,ERR7738588,ERR7738556. 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 ERZ4561846. 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 approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746094 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7746094.

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 23S rRNA recovered

characteristic: number of standard tRNAs extracted

text: uncultured Bacteroidaceae bacterium

characteristic: organism

text: No

text: uncultured Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

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 (ERR7738603) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560031) 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_19_2149.105

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 ERR7738603 were assembled into contigs (ERZ4560031). The following read sets from this study were the most similar to ERR7738603 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738603,ERR7738209,ERR7738651,ERR7738556,ERR7737972,ERR7738242,ERR7747322,ERR7738576,ERR7738550,ERR7738190. 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 ERZ4560031. 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 score

characteristic: completeness software

text: reads

text: All reads in ERR7738603 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 Bacteroidaceae bacterium MAG assembled and binned from ERR7738603.

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 Bacteroidaceae 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 Bacteroidaceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Lachnospirales;f__Lachnospiraceae;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 (ERR7738586) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567843) 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_6_1527.190

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 ERR7738586 were assembled into contigs (ERZ4567843). The following read sets from this study were the most similar to ERR7738586 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738586,ERR7746321,ERR7738242,ERR7738559,ERR7738659,ERR7738660,ERR7746365,ERR7745896,ERR7738561,ERR7747394. 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 ERZ4567843. 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 (UID1226)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738586 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738586.

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 Lachnospiraceae bacterium

characteristic: organism

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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 (ERR7738606) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567847) 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_A_18_1651.236

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738606 were assembled into contigs (ERZ4567847). The following read sets from this study were the most similar to ERR7738606 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738606,ERR7746345,ERR7738957,ERR7745854,ERR7738534,ERR7745947,ERR7746217,ERR7745625,ERR7746365,ERR7738227. 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 ERZ4567847. 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 ERR7738606 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738606.

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 Lachnospiraceae 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 Lachnospiraceae 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__Lachnospirales;f__Lachnospiraceae;g__CAG-81;s__CAG-81 sp900066535

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 (ERR7738937) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4558872) 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_SUBJECT_CONTIGS_1500_ASSEMBLY_K77_MERGED__Pilot_MoBio_Fiber_L_20_7018.69

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 ERR7738937 were assembled into contigs (ERZ4558872). The following read sets from this study were the most similar to ERR7738937 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738937,ERR7738276. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 2 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4558872. Depth information for all 2 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 ERR7738937 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738937.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: USA

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 Lachnospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Californian gut microbiome

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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 (ERR7738551) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567508) 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_7_THA1071YZ.75

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 ERR7738551 were assembled into contigs (ERZ4567508). The following read sets from this study were the most similar to ERR7738551 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738551,ERR7738554,ERR7745858,ERR7738583,ERR7738451,ERR7745760,ERR7738619,ERR7745779,ERR7738533,ERR7738258. 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 ERZ4567508. 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

text: CheckM marker lineage: o__Clostridiales (UID1226)

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7738551 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738551.

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 Lachnospiraceae 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 Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Lachnospirales;f__Lachnospiraceae;g__CAG-81;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 (ERR7738569) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567755) 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_C_10_2277.283

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738569 were assembled into contigs (ERZ4567755). The following read sets from this study were the most similar to ERR7738569 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738569,ERR7738203,ERR7747426,ERR7738608,ERR7745815,ERR7738461,ERR7746365,ERR7746184,ERR7738610,ERR7738200. 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 ERZ4567755. 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 ERR7738569 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738569.

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 Lachnospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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__Lachnospirales;f__Lachnospiraceae;g__CAG-81;s__CAG-81 sp900556965

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 (ERR7746094) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561846) 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_G_14_1102.212

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 ERR7746094 were assembled into contigs (ERZ4561846). The following read sets from this study were the most similar to ERR7746094 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746094,ERR7745588,ERR7746793,ERR7747255,ERR7746411,ERR7745953,ERR7747522,ERR7745582,ERR7738588,ERR7738556. 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 ERZ4561846. 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 ERR7746094 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7746094.

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 Lachnospiraceae 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 Lachnospiraceae 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__Lachnospirales;f__Lachnospiraceae;g__UBA3402;s__UBA3402 sp003478355

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 (ERR7738558) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567246) 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_D_13_CHE0014TZ.149

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 ERR7738558 were assembled into contigs (ERZ4567246). The following read sets from this study were the most similar to ERR7738558 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738558,ERR7738572,ERR7738580,ERR7738353,ERR7738472,ERR7738529,ERR7745858,ERR7738592,ERR7745779,ERR7738553. 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 ERZ4567246. 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 (UID1226)

characteristic: completeness approach

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738558 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738558.

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Nepal

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 Lachnospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Nepali gut microbiome

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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__Lachnospirales;f__Lachnospiraceae;g__UBA9502;s__UBA9502 sp003478505

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 (ERR7745884) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567335) 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_F_21_THA0055JZ.8

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745884 were assembled into contigs (ERZ4567335). The following read sets from this study were the most similar to ERR7745884 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745884,ERR7745777,ERR7738583,ERR7738262,ERR7738564,ERR7738535,ERR7738662,ERR7745908,ERR7738515,ERR7745596. 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 ERZ4567335. 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 ERR7745884 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7745884.

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 Lachnospiraceae 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 Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Lachnospirales;f__Lachnospiraceae;g__UBA9502;s__UBA9502 sp900555625

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 (ERR7745815) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567746) 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_A_22_1655.1

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 ERR7745815 were assembled into contigs (ERZ4567746). The following read sets from this study were the most similar to ERR7745815 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745815,ERR7738569,ERR7746365,ERR7746184,ERR7738200,ERR7746321,ERR7738610,ERR7738461,ERR7738559,ERR7738606. 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 ERZ4567746. 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 ERR7745815 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7745815.

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 Lachnospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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__Lachnospirales;f__Lachnospiraceae;g__Enterocloster;s__Enterocloster sp000431375

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 (ERR7737964) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561898) 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_K_19_1040.115

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 ERR7737964 were assembled into contigs (ERZ4561898). The following read sets from this study were the most similar to ERR7737964 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7737964,ERR7738579,ERR7738250,ERR7738527,ERR7738577,ERR7746398,ERR7738154,ERR7745903,ERR7738244,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 ERZ4561898. 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

text: CheckM marker lineage: o__Clostridiales (UID1226)

characteristic: completeness score

characteristic: completeness software

text: reads

text: All reads in ERR7737964 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 Enterocloster sp. MAG assembled and binned from ERR7737964.

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 Enterocloster sp.

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 Enterocloster sp.

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__Lachnospirales;f__Lachnospiraceae;g__V9D3004;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 (ERR7745819) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559689) 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_20_2340.46

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745819 were assembled into contigs (ERZ4559689). The following read sets from this study were the most similar to ERR7745819 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745819,ERR7738165,ERR7738207,ERR7738274,ERR7745719,ERR7745410,ERR7745402,ERR7745867,ERR7745427,ERR7738234. 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 ERZ4559689. 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 ERR7745819 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7745819.

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 Lachnospiraceae bacterium

characteristic: organism

text: No

text: uncultured Lachnospiraceae 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__Lachnospirales;f__Lachnospiraceae;g__V9D3004;s__V9D3004 sp002349525

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 (ERR7745383) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560118) 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_22_2177.76

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 ERR7745383 were assembled into contigs (ERZ4560118). The following read sets from this study were the most similar to ERR7745383 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745383,ERR7738217,ERR7738570,ERR7745845,ERR7745990,ERR7746748,ERR7745432,ERR7747255,ERR7746440,ERR7738534. 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 ERZ4560118. 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 ERR7745383 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7745383.

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 23S rRNA recovered

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

characteristic: nucleic acid extraction

text: uncultured Lachnospiraceae 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 Lachnospiraceae 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__Lachnospirales;f__CAG-274;g__CAG-274;s__CAG-274 sp000432155

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 (ERR7738212) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559763) 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_P_10_2358.76

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 ERR7738212 were assembled into contigs (ERZ4559763). The following read sets from this study were the most similar to ERR7738212 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738212,ERR7738461,ERR7738233,ERR7746012,ERR7738267,ERR7738206,ERR7746365,ERR7738605,ERR7738574,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 ERZ4559763. 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 ERR7738212 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 ERR7738212.

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

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__Lachnospirales;f__CAG-274;g__UMGS1441;s__UMGS1441 sp900551755

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_1315.249

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: completeness score

characteristic: completeness software

text: reads

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).

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

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: sequencing method

characteristic: tRNA extraction software

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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Lachnospirales;f__Lachnospiraceae;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 (ERR7747394) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567788) 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_C_8_2273.175

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 ERR7747394 were assembled into contigs (ERZ4567788). The following read sets from this study were the most similar to ERR7747394 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7747394,ERR7746767,ERR7738616,ERR7738584,ERR7745335,ERR7738569,ERR7738586,ERR7746688,ERR7745823,ERR7738628. 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 ERZ4567788. 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 ERR7747394 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7747394.

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 Lachnospiraceae bacterium

characteristic: organism

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

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 (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_2488.136

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 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 Lachnospiraceae 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: nucleic acid extraction

text: uncultured Lachnospiraceae 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 Lachnospiraceae 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 (ERR7738447) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561837) 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_A_22_1120.63

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738447 were assembled into contigs (ERZ4561837). The following read sets from this study were the most similar to ERR7738447 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738447,ERR7745759,ERR7738177,ERR7738624,ERR7738581,ERR7746748,ERR7746094,ERR7745990,ERR7745890,ERR7738604. 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 ERZ4561837. 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 ERR7738447 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 Lachnospiraceae bacterium MAG assembled and binned from ERR7738447.

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 Lachnospiraceae bacterium

characteristic: organism

text: No

text: uncultured Lachnospiraceae bacterium

text: Illumina NovaSeq 6000

text: multi-marker approach