Table · dataset · 2026
Machine-learning guided discovery of emergent antimicrobial activity from dynamic covalent assemblies (<i>Streptococcus mutans</i>, RNA seq)
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.31451563.v2
Description
<p dir="ltr"><i>This dataset contains bulk RNA-seq data from Streptococcus mutans under three conditions: PBS control, A5B5 treatment for 0.5 h at a sub-MIC concentration, and A5B5 treatment for 4 h, with three biological replicates per condition (nine samples in total). counts_anno.csv and FPKM_anno.csv each contain all nine samples in a single annotated gene-expression matrix. The matrices include 1,850 gene identifiers present in both source datasets.
CTL-1/2/3 are PBS controls, A5B5-1/2/3 are the 4-h samples, and A5B5_0.5h-1/2/3 are the 0.5-h samples. The sample groups and original identifiers are provided in sample_metadata.csv.</i></p><p dir="ltr"><br></p><p dir="ltr">Methods documented for the original samples: Total RNA was extracted using the RNAprep Pure Cell/Bacteria Kit (TIANGEN, Beijing, China; Cat. No. DP430) according to the manufacturer’s protocol.
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RNA purity and concentration were measured using a NanoDrop 2000 spectrophotometer (Thermo Scientific, USA), and RNA integrity was evaluated using an Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA). Only RNA samples with qualified purity, quantity, and integrity were used for library preparation. Ribosomal RNA was removed using the TIANSeq rRNA Depletion Kit (TIANGEN, Beijing, China).
Strand-compatible transcriptome libraries were then prepared using the VAHTS Universal V6 RNA-seq Library Prep Kit following the manufacturer’s instructions. Library sequencing was performed by OE Biotech Co., Ltd. (Shanghai, China).</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.31451563.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
- RNA sequencing 65% · Sequencing 75%
Provenance · 4 source records, 44 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/31451563 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/31451563 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/31451563 | 3 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/31451563 | 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 · researchdata up ac za | 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 · figshare com | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:310607 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Nanobiotechnology'] |
| concepts[field].anzsrc:field:400302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Biomaterials'] |
| concepts[field].anzsrc:field:400302 | mapping · figshare com | 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].anzsrc:field:400302 | mapping · datahub hku hk | 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 · researchdata up ac za | connector:researchdata_up_ac_za@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 · figshare com | connector:figshare_com@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 · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@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 · figshare com | connector:figshare_com@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:life-sciences | 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: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 · 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: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 · figshare com | connector:figshare_com@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 · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:rna-seq | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |