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Table · dataset · 2026

Machine-learning guided discovery of emergent antimicrobial activity from dynamic covalent assemblies(2b-RAD-M)

Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.31455097.v2

<p dir="ltr">Species-level oral microbiota profiling was performed using 2bRAD-M sequencing in a Streptococcus mutans-induced rat caries model.

Description

This dataset includes 24 biological samples: six healthy controls, six PBS-treated caries controls, six A5B5-treated samples and six chlorhexidine (CHX)-treated samples. Abundance.filtered.anno.csv contains all 24 samples in one annotated species-by-sample relative-abundance matrix. sample_metadata.csv provides the corresponding sample groups and original sample identifiers.</p><p dir="ltr"><br></p><p dir="ltr">Methods documented for the original samples: Library preparation and sequencing were conducted by OE Biotech (Qingdao, China) using a Type IIB restriction enzyme-based 2bRAD-M workflow, including BcgI digestion, adaptor ligation, PCR amplification, barcode indexing, and sequencing on the Illumina NovaSeq PE150 platform.

For downstream analysis, quality-controlled 2bRAD tags were mapped to a species-resolved 2bRAD marker database constructed from GTDB and Ensembl microbial genomes; candidate taxa were filtered using a Gscore threshold (>5) to reduce false positives, and species-level relative abundances were computed based on mapped reads and species-specific marker counts according to published 2bRAD-M protocols.</p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Sequencing 75%
Provenance · 4 source records, 43 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/314550974 d agoJSON v1
figshareoai:figshare.com:article/314550974 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/314550974 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/314550973 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:field:310607mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Nanobiotechnology']
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concepts[field].anzsrc:field:310607mapping · figshare comvocabulary-mapper@1.0.0keywords['Nanobiotechnology']
concepts[field].anzsrc:field:400302mapping · figshare comvocabulary-mapper@1.0.0keywords['Biomaterials']
concepts[field].anzsrc:field:400302mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Biomaterials']
concepts[field].anzsrc:field:400302mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Biomaterials']
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concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[modality].local:modality:sequencingenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (75%)
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