characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__UBA738;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 (ERR7745787) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567185) 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_7_CHE0004BZ.137

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 ERR7745787 were assembled into contigs (ERZ4567185). The following read sets from this study were the most similar to ERR7745787 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745787,ERR7738580,ERR7738553,ERR7738558,ERR7738582,ERR7738572,ERR7738353,ERR7738529,ERR7738585,ERR7738472. 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 ERZ4567185. 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: reads

text: All reads in ERR7745787 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745787.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Nepal

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


status: PUBLIC

tag: attribute

characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__CAG-103;s__CAG-103 sp900543625

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 (ERR7738627) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561880) 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_6_1150.143

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 ERR7738627 were assembled into contigs (ERZ4561880). The following read sets from this study were the most similar to ERR7738627 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738627,ERR7746398,ERR7745432,ERR7746111,ERR7738588,ERR7746767,ERR7745759,ERR7747322,ERR7745425,ERR7738225. 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 ERZ4561880. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738627 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738627.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 5S rRNA recovered

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

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

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

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738592) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567471) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Nepal_MoBio_Fiber-Hadza-Nepal_B_21_THA1063YZ.200

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7738592 were assembled into contigs (ERZ4567471). The following read sets from this study were the most similar to ERR7738592 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738592,ERR7738572,ERR7738472,ERR7738558,ERR7738529,ERR7745779,ERR7745858,ERR7738619,ERR7738575,ERR7745769. 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 ERZ4567471. 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: reads

text: All reads in ERR7738592 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738592.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Nepal

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738433) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567237) 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_11_CHE0013BZ.51

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 ERR7738433 were assembled into contigs (ERZ4567237). The following read sets from this study were the most similar to ERR7738433 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738433,ERR7738529,ERR7745755,ERR7738575,ERR7738580,ERR7745760,ERR7745858,ERR7738277,ERR7738258,ERR7738558. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4567237. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738433 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738433.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 5S rRNA recovered

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Nepali gut microbiome

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__CAG-103;s__CAG-103 sp900543625

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 (ERR7738174) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560999) 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_C-REDO_E_12_1563.69

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 ERR7738174 were assembled into contigs (ERZ4560999). The following read sets from this study were the most similar to ERR7738174 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738174,ERR7737954,ERR7745559,ERR7745438,ERR7738222,ERR7738245,ERR7745563,ERR7738266,ERR7745816,ERR7738651. 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 ERZ4560999. 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)

text: reads

text: All reads in ERR7738174 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738174.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

characteristic: inter-study species representative

characteristic: intra-study species representative

text: metagenome-assembled genome

characteristic: investigation type

text: human feces

characteristic: isolation source

text: human gut metagenome

characteristic: metagenomic source

characteristic: most complete 16S rRNA recovered

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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 (ERR7745423) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4562234) 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_F_8_1631.159

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745423 were assembled into contigs (ERZ4562234). The following read sets from this study were the most similar to ERR7745423 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745423,ERR7738202,ERR7746233,ERR7738630,ERR7738631,ERR7738242,ERR7738176,ERR7745397,ERR7745937,ERR7738158. 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 ERZ4562234. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7745423 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745423.

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)

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

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

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

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 (ERR7747322) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560430) 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_20_1823.157

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 ERR7747322 were assembled into contigs (ERZ4560430). The following read sets from this study were the most similar to ERR7747322 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7747322,ERR7746321,ERR7746051,ERR7738569,ERR7746184,ERR7738586,ERR7738577,ERR7738613,ERR7745870,ERR7738936. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560430. 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: reads

text: All reads in ERR7747322 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7747322.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__CAG-103;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 (ERR7738193) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561932) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_F_3_2652.83

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 ERR7738193 were assembled into contigs (ERZ4561932). The following read sets from this study were the most similar to ERR7738193 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738193,ERR7738243,ERR7738263,ERR7745783,ERR7746757,ERR7738191,ERR7738186,ERR7738205,ERR7738190,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 ERZ4561932. 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 (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738193 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738193.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae 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__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__CAG-103;s__CAG-103 sp900317855

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 (ERR7745329) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559348) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_G_24_2613.144

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745329 were assembled into contigs (ERZ4559348). The following read sets from this study were the most similar to ERR7745329 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745329,ERR7746440,ERR7747125,ERR7745759,ERR7738271,ERR7747128,ERR7745845,ERR7738604,ERR7738594,ERR7746219. 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 ERZ4559348. 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: reads

text: All reads in ERR7745329 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745329.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

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

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__CAG-103;s__CAG-103 sp900757655

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 (ERR7738223) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560427) 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_8_1817.63

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 ERR7738223 were assembled into contigs (ERZ4560427). The following read sets from this study were the most similar to ERR7738223 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738223,ERR7747140,ERR7745994,ERR7738936,ERR7738598,ERR7738595,ERR7738607,ERR7738567,ERR7747324,ERR7745335. 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 ERZ4560427. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738223 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738223.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

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__Oscillospirales;f__Oscillospiraceae;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 (ERR7738278) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4562243) 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_L_3_1264.173

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 ERR7738278 were assembled into contigs (ERZ4562243). The following read sets from this study were the most similar to ERR7738278 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738278,ERR7738598,ERR7745854,ERR7738661,ERR7738557,ERR7738584,ERR7738626,ERR7738600,ERR7738223,ERR7738607. 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 ERZ4562243. 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)

text: reads

text: All reads in ERR7738278 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738278.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp000431075

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

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

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_F_16_1210.125

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

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

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: k__Bacteria (UID203)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

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

characteristic: contamination screening parameters

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

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

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

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp003533405

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 (ERR7738598) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560385) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_K_17_1778.27

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 ERR7738598 were assembled into contigs (ERZ4560385). The following read sets from this study were the most similar to ERR7738598 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738598,ERR7738626,ERR7738607,ERR7745335,ERR7745823,ERR7738623,ERR7747394,ERR7745890,ERR7747255,ERR7746411. Following processing using BBMerge (rem k=62 extend2=50 ecct vstrict), reads from each of these 10 samples were mapped using bowtie2 v2.3.4 (--very-sensitive -X 1000) onto contigs >=1500bp from ERZ4560385. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: reads

text: All reads in ERR7738598 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738598.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp004556755

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

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

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_L_2_2317.9

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

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

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

characteristic: contamination screening parameters

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

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7737966) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559741) 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_24_2355.60

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7737966 were assembled into contigs (ERZ4559741). The following read sets from this study were the most similar to ERR7737966 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7737966,ERR7745970,ERR7738568,ERR7737971,ERR7738150,ERR7738197,ERR7738151,ERR7738552,ERR7746779,ERR7738179. 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 ERZ4559741. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: reads

text: All reads in ERR7737966 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7737966.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp002472405

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_1816.35

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 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: binning software

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

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 Oscillospiraceae 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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738602) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567849) 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_4_1526.307

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 ERR7738602 were assembled into contigs (ERZ4567849). The following read sets from this study were the most similar to ERR7738602 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738602,ERR7738205,ERR7738628,ERR7738208,ERR7745544,ERR7738571,ERR7737970,ERR7738531,ERR7746349,ERR7738565. 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 ERZ4567849. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: reads

text: All reads in ERR7738602 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738602.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp900545805

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

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

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_O_2_2674.86

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

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

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

text: CheckM marker lineage: o__Clostridiales (UID1212)

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

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

characteristic: contamination screening parameters

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

characteristic: description

text: terrestrial biome

characteristic: environment (biome)

text: human-associated habitat

characteristic: environment (feature)

text: feces

characteristic: environment (material)

text: Tanzania

characteristic: geographic location (country and/or sea)

characteristic: geographic location (elevation)

characteristic: geographic location (latitude)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7745989) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4566954) 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_C-REDO_F_3_1566.88

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 ERR7745989 were assembled into contigs (ERZ4566954). The following read sets from this study were the most similar to ERR7745989 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745989,ERR7745414,ERR7738149,ERR7738213,ERR7737956,ERR7738240,ERR7745937,ERR7745397,ERR7738556,ERR7745559. 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 ERZ4566954. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: reads

text: All reads in ERR7745989 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745989.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

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

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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 (ERR7746688) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560553) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-E-H_K_24_1920.214

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 ERR7746688 were assembled into contigs (ERZ4560553). The following read sets from this study were the most similar to ERR7746688 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7746688,ERR7738260,ERR7747394,ERR7738586,ERR7745335,ERR7746321,ERR7738628,ERR7738959,ERR7738606,ERR7738599. 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 ERZ4560553. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: completeness approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7746688 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7746688.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;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 (ERR7737971) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559498) using Bowtie2 v2.3.4 (--very-sensitive -X 1000). Coverage was calculated using jgi_summarize_bam_contig_depths (default parameters) from MetaBAT2 v2.15.

characteristic: MAG coverage software

characteristic: SRA accession

text: REFINED_METABAT215_TOP10_CONTIGS_1500_ASSEMBLY_K77_MERGED__Hadza_MoBio_hadza-I-L_F_5_2654.149

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7737971 were assembled into contigs (ERZ4559498). The following read sets from this study were the most similar to ERR7737971 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7737971,ERR7737966,ERR7745970,ERR7738568,ERR7738179,ERR7746779,ERR7738143,ERR7738552,ERR7738608,ERR7747426. 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 ERZ4559498. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: collection date

text: reads

text: All reads in ERR7737971 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7737971.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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 5S rRNA recovered

characteristic: nucleic acid extraction

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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 (ERR7737966) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559741) 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_24_2355.117

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 ERR7737966 were assembled into contigs (ERZ4559741). The following read sets from this study were the most similar to ERR7737966 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7737966,ERR7745970,ERR7738568,ERR7737971,ERR7738150,ERR7738197,ERR7738151,ERR7738552,ERR7746779,ERR7738179. 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 ERZ4559741. 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 approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7737966 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7737966.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae 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__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__F23-B02;s__F23-B02 sp900556535

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 (ERR7745403) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4559773) 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_20_2369.127

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 ERR7745403 were assembled into contigs (ERZ4559773). The following read sets from this study were the most similar to ERR7745403 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745403,ERR7738185,ERR7738269,ERR7745412,ERR7738166,ERR7738201,ERR7738171,ERR7745388,ERR7738159,ERR7737968. 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 ERZ4559773. 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: reads

text: All reads in ERR7745403 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745403.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae 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 (ERR7745577) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4561808) 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_14_1114.40

characteristic: Submitter Id

characteristic: assembly quality

characteristic: assembly software

text: Reads from ERR7745577 were assembled into contigs (ERZ4561808). The following read sets from this study were the most similar to ERR7745577 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7745577,ERR7745425,ERR7745432,ERR7745588,ERR7738230,ERR7746094,ERR7746767,ERR7745759,ERR7745845,ERR7746440. 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 ERZ4561808. 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: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7745577 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7745577.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 5S rRNA recovered

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: Metagenome sequencing of Hadza gut microbiome

text: No

text: uncultured Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: tRNA extraction software

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: FALSE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

characteristic: GTDB r202 classification

text: Stanford University School of Medicine

characteristic: INSDC center name

characteristic: INSDC first public

characteristic: INSDC last update

text: public

characteristic: INSDC status

characteristic: MAG coverage depth

text: Reads (ERR7738600) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4567950) 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_12_1518.281

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 ERR7738600 were assembled into contigs (ERZ4567950). The following read sets from this study were the most similar to ERR7738600 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738600,ERR7738557,ERR7738565,ERR7738531,ERR7738587,ERR7747394,ERR7746285,ERR7738628,ERR7738602,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 ERZ4567950. Depth information for all 10 mapped samples was utilized by MetaBAT2 2.15 for genome binning. Contigs flagged by any module in MAGpurify 2.1.0 (--weighted mode for gc_content, tetra_freq, and coverage modules; conspecific database augmented by high-quality MAGs from this study) were removed from the bin.

characteristic: binning parameters

text: MetaBAT2 v2.15; MAGpurify v2.1.0

characteristic: binning software

characteristic: collection date

text: CheckM marker lineage: k__Bacteria (UID203)

text: reads

text: All reads in ERR7738600 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738600.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

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

characteristic: taxonomic classification

text: multi-marker approach


characteristic: 16S rRNAs recovered

text: TRUE

characteristic: 16S recovered

text: barrnap;0.9;--kingdom bac

characteristic: 16S recovery software

characteristic: 23S rRNAs recovered

characteristic: 5S rRNAs recovered

characteristic: CheckM strain heterogeneity

characteristic: ENA-CHECKLIST

characteristic: ENA-FIRST-PUBLIC

characteristic: ENA-LAST-UPDATE

characteristic: External Id

text: d__Bacteria;p__Firmicutes_A;c__Clostridia;o__Oscillospirales;f__Oscillospiraceae;g__UBA1777;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 (ERR7738151) were merged using BBMerge (rem k=62 extend2=50 ecct vstrict) and then mapped to assembled contigs >=1500bp (ERZ4560211) 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_16_2233.227

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 ERR7738151 were assembled into contigs (ERZ4560211). The following read sets from this study were the most similar to ERR7738151 as determined by MASH (-r -m 2 -s 100000 -k 32): ERR7738151,ERR7738150,ERR7745963,ERR7738552,ERR7738568,ERR7738197,ERR7745890,ERR7738537,ERR7738604,ERR7745582. 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 ERZ4560211. 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 approach

characteristic: completeness score

characteristic: completeness software

characteristic: contamination score

text: reads

characteristic: contamination screening input

text: All reads in ERR7738151 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 Oscillospiraceae bacterium MAG assembled and binned from ERR7738151.

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)

text: metagenome-assembled genome

text: human feces

text: human gut metagenome

characteristic: most complete 16S rRNA recovered

characteristic: most complete 5S rRNA recovered

text: uncultured Oscillospiraceae bacterium

characteristic: organism

text: No

text: uncultured Oscillospiraceae 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 (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_1315.225

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

characteristic: collection date

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 Oscillospiraceae bacterium MAG assembled and binned from ERR7746349.

text: terrestrial biome

text: human-associated habitat

text: feces

text: Tanzania

characteristic: geographic location (longitude)

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

characteristic: number of standard tRNAs extracted

text: uncultured Oscillospiraceae 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 Oscillospiraceae bacterium

text: Illumina NovaSeq 6000

characteristic: sequencing method

characteristic: tRNA extraction software

characteristic: taxonomic classification

text: multi-marker approach