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Single-Cell RNA Sequencing Reveals a Comprehensive Cellular Atlas of Primary Lung Adenocarcinomas and its Metastatic Sites

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dc.contributor.author Ahmad, Rizwan
dc.date.accessioned 2023-06-07T05:14:30Z
dc.date.available 2023-06-07T05:14:30Z
dc.date.issued 2023-05-23
dc.identifier.other RCMS003394
dc.identifier.uri http://10.250.8.41:8080/xmlui/handle/123456789/33904
dc.description.abstract Lung adenocarcinoma (LUAD) is the most common type of lung cancer and a leading cause of cancer-related mortality worldwide. LUAD exhibits high heterogeneity and complexity at both molecular and cellular levels and often metastasizes to distant organs, such as lymph nodes and the brain, which poses challenges for diagnosis, prognosis and treatment. Single-cell RNA sequencing (scRNA-seq) is a powerful technology that enables the characterization of individual cells within a complex tissue or tumour. This study applied scRNA-seq to fifteen primary LUAD samples, seven lymph node metastases and ten brain metastases and analyzed 107,757 cells. Seurat v4.0 pipeline was used for data preprocessing, quality control, normalisation, integration, clustering, annotation, and differential expression analysis. Unsupervised clustering analysis was performed to identify cell types and characterize cellular differences between tumour and metastatic cells. Fifteen distinct cell types and subtypes were identified, including epithelial, stromal, immune and endothelial cells. Gene expression patterns and functional states of each cell type and subtype uncovered the cellular diversity and dynamics of LUAD and its metastases. A comparison was also made of the molecular and cellular features of primary and metastatic LUAD and identified the essential genes and pathways (TGF-β, NF1 and EGFR) involved in LUAD metastasis. Moreover, potential biomarkers and therapeutic targets for LUAD and its metastases were identified. The research demonstrates the power of scRNA-seq for capturing the complexity and dynamics of cancer evolution and progression. The study provides a comprehensive single-cell atlas of LUAD and its metastases and reveals novel insights into the cellular and molecular mechanisms underlying LUAD metastasis and heterogeneity. en_US
dc.description.sponsorship Dr. Mehak Rafiq en_US
dc.language.iso en_US en_US
dc.publisher SINES-NUST. en_US
dc.subject RNA Sequencing Reveals, Comprehensive Cellular, Primary Lung Adenocarcinomas en_US
dc.title Single-Cell RNA Sequencing Reveals a Comprehensive Cellular Atlas of Primary Lung Adenocarcinomas and its Metastatic Sites en_US
dc.type Thesis en_US


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