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>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.31455097.v2 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Biomaterials · Biomaterials · Biomaterials · Biomaterials · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Nanobiotechnology · Nanobiotechnology · Nanobiotechnology · Nanobiotechnology · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Sequencing 75%
Provenance · 4 source records, 43 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/31455097 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/31455097 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/31455097 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/31455097 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:field:310607 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:310607 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:310607 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:310607 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:400302 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Biomaterials'] |
| concepts[field].anzsrc:field:400302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Biomaterials'] |
| concepts[field].anzsrc:field:400302 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Biomaterials'] |
| concepts[field].anzsrc:field:400302 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Biomaterials'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:sequencing | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |