Table · dataset · 2026
Supplementary data for thesis "Methodologies in Resolving Spatial Transcriptomic Signals and Applications"
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.25442/hku.33365094.v1
Description
<p dir="ltr">Chapter 3 titled "Spatially Resolved Analysis of Human Ovarian Tissue Responses to Cryopreservation" (in revision)</p><ul><li>This study constructs a spatially resolved molecular map of human ovarian tissue using high-resolution Stereo-seq to characterize how the two principal cryopreservation strategies, slow-freezing and vitrification, affect different functional regions of the organ. </li><li>The code provided here illustrate the analysis pipeline.</li></ul><p dir="ltr"><br></p><p dir="ltr">Chapter 4 titled "Mitochondrial Single Nucleotide Polymorphisms Resolve Clonal Architecture and Progressive Lineage Expansion in Colorectal Cancer" (in preparation)</p><ul><li>This study asks whether mitochondrial single-nucleotide polymorphisms captured by single-cell ATAC sequencing can serve as endogenous lineage barcodes for reconstructing clonal expansion in colorectal cancer.
We developed a reproducible computational workflow integrating mitochondrial variant calling, clone identification, cell-type annotation, chromatin-accessibility analysis, and copy-number inference. </li></ul><p dir="ltr">Chapter 5 titled "CLEAR-ST: Physics-informed Probabilistic Decontamination of Spatial Transcriptomics by Modeling mRNA Lateral Diffusion" (submitted)</p><ul><li>This study addresses lateral mRNA diffusion in sequencing-based spatial transcriptomics, where transcripts may spread during tissue permeabilization and contaminate neighbouring capture locations.
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We developed CLEAR-ST, a physics-informed probabilistic framework that couples a denoising autoencoder with a graph-Laplacian forward diffusion model, explicitly representing the experimental sequence in which transcripts spread from their true locations before capture. </li></ul><p dir="ltr"><br></p>
Links
Where it is published
- DOI doi.org/10.25442/hku.33365094.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Bioinformatic methods development · Bioinformatic methods development · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · 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 · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Cancer 75% · Sequencing 75%
Provenance · 2 source records, 32 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33365094 | 11 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33365094 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:310201 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Bioinformatic methods development'] |
| concepts[field].anzsrc:field:310201 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Bioinformatic methods development'] |
| 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 · 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 · 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 · 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 · repository lboro ac uk | connector:repository_lboro_ac_uk@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 · 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 · 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 · 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:sequencing | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |