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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>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Cancer 75% · Sequencing 75%
Provenance · 2 source records, 32 field assertions
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figshareoai:figshare.com:article/3336509411 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3336509411 d agoJSON v1
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