Table · dataset · 2026
IISS expression matrices
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.34002561.v2
<p dir="ltr"><b>Background</b>: Cervical cancer is the fourth most common malignancy in women worldwide.
Description
Biomarker-assisted screening may improve diagnostic accuracy, but biomarkers predicting progression of low-grade squamous intraepithelial lesions (LSIL) remain limited.</p><p dir="ltr"><b>Methods</b>: We integrated single-cell RNA sequencing and spatial transcriptomics to identify prognostic biomarkers associated with LSIL outcomes, followed by validation using improved <i>in situ</i> sequencing (IISS).</p><p dir="ltr"><b>Results</b>: Analysis of 341,978 single cells identified eight major cell populations and twelve epithelial subclusters, including a previously unrecognized subcluster, epi8.
Although mainly derived from normal cervix, epi8 exhibited cancer-associated features and shared molecular characteristics with the prognostic biomarkers <i>FAM19A4</i> and <i>miR124-2</i>. <i>In situ</i> sequencing showed that epi8 localized adjacent to HPV-infected basal cells, with stage-dependent spatial changes during disease progression. Retrospective analysis further demonstrated that epi8-associated markers stratified LSIL into progression, persistence, and regression groups, with <i>CRYAB</i><sup><em>high</em></sup><i>/GAS5</i><sup><em>high</em></sup> associated with progression and <i>RPLP1</i><sup><em>high</em></sup><i>/SNHG5</i><sup><em>high</em></sup> associated with regression.</p><p dir="ltr"><b>Conclusions</b> We identified a previously unrecognized epithelial subcluster associated with early cervical carcinogenesis and demonstrated that its molecular markers enable risk stratification of LSIL, providing candidate biomarkers for precision triage in cervical cancer screening.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34002561.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 · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Cancer 75% · Disease 75% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 75%
Provenance · 3 source records, 38 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34002561 | 7 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34002561 | 7 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34002561 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:disease | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:321102 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Cancer diagnosis'] |
| concepts[field].anzsrc:field:321102 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Cancer diagnosis'] |
| concepts[field].anzsrc:field:321102 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Cancer diagnosis'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | 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:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | 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 · figshare com | connector:figshare_com@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:economics-finance | 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:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@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 · 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 · datahub hku hk | connector:datahub_hku_hk@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 · 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[modality].local:modality:rna-seq | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | 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 |