File Download
Supplementary
-
Citations:
- Appears in Collections:
postgraduate thesis: Discovery of cell-type-specific mtDNA common deletion in nasopharyngeal carcinoma
| Title | Discovery of cell-type-specific mtDNA common deletion in nasopharyngeal carcinoma |
|---|---|
| Authors | |
| Issue Date | 2025 |
| Publisher | The University of Hong Kong (Pokfulam, Hong Kong) |
| Citation | Ho, M. K.. (2025). Discovery of cell-type-specific mtDNA common deletion in nasopharyngeal carcinoma. (Thesis). University of Hong Kong, Pokfulam, Hong Kong SAR. |
| Abstract | The human mitochondrial genome (mtDNA) plays a key role in maintaining cellular
functions. However, mtDNA is vulnerable to mutations due to the lack of protective
histones and low efficiency in DNA repair mechanisms. In previous studies, a common
deletion mutation in the mitochondrial genome (mtDNA-CD) was identified in
nasopharyngeal carcinoma (NPC) patient samples. However, bulk sequencing protocols
employed in past studies were unable to distinguish whether those mtDNA-CD were
specific to the cancer cells or from other non-cancer cell types in the samples. Single-cell
RNA sequencing (scRNA-seq) technology has provided integral insights into cellular
heterogeneity and revolutionised cell-type-specific analysis. In this study, we propose to
use scRNA-seq data to identify cell-type-specific deletion signatures in NPC samples.
Since there is a lack of bioinformatics tools available, we developed a custom
computational pipeline to detect large-scale deletion mutations at the single-cell level. We
utilised the mgatk-del-find module of the mgatk analytical pipeline to harness both clipped
read profiles and secondary alignment reads to overcome the typical limitations of low
sequencing depth and uneven read coverage in scRNA-seq data. We tested our pipeline on
an NPC data set consisting of nine patients. Our result suggests the presence of mtDNA-
CD mutations specific to malignant cancer cells in NPC tumour samples. Our observations
support the presence of cell-type-specific mtDNA-CD, which enables us to better
understand the genetic and molecular pathogenesis of cancer and the development of
specific biomarkers for NPC. |
| Degree | Master of Philosophy |
| Subject | Nasopharynx - Cancer - Pathogenesis Mitochondrial DNA |
| Dept/Program | Biomedical Sciences |
| Persistent Identifier | http://hdl.handle.net/10722/363979 |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Ho, Mun Kay | - |
| dc.date.accessioned | 2025-10-20T02:56:17Z | - |
| dc.date.available | 2025-10-20T02:56:17Z | - |
| dc.date.issued | 2025 | - |
| dc.identifier.citation | Ho, M. K.. (2025). Discovery of cell-type-specific mtDNA common deletion in nasopharyngeal carcinoma. (Thesis). University of Hong Kong, Pokfulam, Hong Kong SAR. | - |
| dc.identifier.uri | http://hdl.handle.net/10722/363979 | - |
| dc.description.abstract | The human mitochondrial genome (mtDNA) plays a key role in maintaining cellular functions. However, mtDNA is vulnerable to mutations due to the lack of protective histones and low efficiency in DNA repair mechanisms. In previous studies, a common deletion mutation in the mitochondrial genome (mtDNA-CD) was identified in nasopharyngeal carcinoma (NPC) patient samples. However, bulk sequencing protocols employed in past studies were unable to distinguish whether those mtDNA-CD were specific to the cancer cells or from other non-cancer cell types in the samples. Single-cell RNA sequencing (scRNA-seq) technology has provided integral insights into cellular heterogeneity and revolutionised cell-type-specific analysis. In this study, we propose to use scRNA-seq data to identify cell-type-specific deletion signatures in NPC samples. Since there is a lack of bioinformatics tools available, we developed a custom computational pipeline to detect large-scale deletion mutations at the single-cell level. We utilised the mgatk-del-find module of the mgatk analytical pipeline to harness both clipped read profiles and secondary alignment reads to overcome the typical limitations of low sequencing depth and uneven read coverage in scRNA-seq data. We tested our pipeline on an NPC data set consisting of nine patients. Our result suggests the presence of mtDNA- CD mutations specific to malignant cancer cells in NPC tumour samples. Our observations support the presence of cell-type-specific mtDNA-CD, which enables us to better understand the genetic and molecular pathogenesis of cancer and the development of specific biomarkers for NPC. | en |
| dc.language | eng | - |
| dc.publisher | The University of Hong Kong (Pokfulam, Hong Kong) | - |
| dc.relation.ispartof | HKU Theses Online (HKUTO) | - |
| dc.rights | The author retains all proprietary rights, (such as patent rights) and the right to use in future works. | - |
| dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
| dc.subject.lcsh | Nasopharynx - Cancer - Pathogenesis | - |
| dc.subject.lcsh | Mitochondrial DNA | - |
| dc.title | Discovery of cell-type-specific mtDNA common deletion in nasopharyngeal carcinoma | - |
| dc.type | PG_Thesis | - |
| dc.description.thesisname | Master of Philosophy | - |
| dc.description.thesislevel | Master | - |
| dc.description.thesisdiscipline | Biomedical Sciences | - |
| dc.description.nature | published_or_final_version | - |
| dc.date.hkucongregation | 2025 | - |
| dc.identifier.mmsid | 991045117393503414 | - |
