Single cell analysis reveals a pro cancerous growth signature induced by circulating tumor cells in lung endothelial cells

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.advisorPalva, Lauri
dc.contributor.advisorSaharinen, Pipsa
dc.contributor.authorArbash, Emad
dc.contributor.schoolSähkötekniikan korkeakoulufi
dc.contributor.schoolSchool of Electrical Engineeringen
dc.contributor.supervisorTurunen, Markus
dc.date.accessioned2025-12-19T17:55:53Z
dc.date.available2025-12-19T17:55:53Z
dc.date.issued2025-12-08
dc.description.abstractCirculating tumor cells (CTCs) exit the blood vessels in capillaries to form micrometastasis. We recently found that CTCs rapidly reprogram ECs in lung capillaries during lung etastatic colonization. Here, I analyse single-cell RNA sequencing (scRNA-seq) data from reactive capillary endothelial cells (rCap) in mouse lungs in response to CTCs. I use scRNAseq data of ECs from mouse lung vasculature 6 h after injection of melanoma cells into mouse circulation and corresponding data from control samples. The analysis showed that rCap cells constitute at least two subclusters which express genes with distinct functions: Pim3+ cluster expressed genes with potential vascular protective function, whereas Inhbb+ cluster expressed genes previously linked to cancer progression. Pathway analysis shows higher expression of Myc target genes in Inhbb+ cluster and higher expression of some target genes of mutant KRAS signaling pathway. Inhbb+ cluster also had higher expressions of Myc itself as well as Erk and very low expression of Erf, which is phosphorylated by Erk and, in turns, represses the expression of Myc. On the other hand, Erf was highly expressed in Pim3+ cluster, in consistence with low Myc gene signature. These findings are consistent with the cascade that occurs in some cancer cells because of KRAS mutation, in which KRAS mutation activates ERK, which leads to the expression of Myc. The result, if confirmed experimentally, can help to understand the function of rCap cells in shaping the lung capillary endothelium during micrometastasis initiation and can contribute to development of drugs to prevent metastasis and cancer recurrence through the inhibition of micrometastasis or biomarkers of early metastatic lesions.en
dc.format.extent16
dc.format.mimetypeapplication/pdfen
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/141396
dc.identifier.urnURN:NBN:fi:aalto-202512199504
dc.language.isoenen
dc.programmeBachelor's Programme in Electrical Engineeringen
dc.programmeSähkötekniikan kandidaattiohjelmafi
dc.programmeKandidatprogrammet i elektrotekniksv
dc.programme.majorBioinformation Technologyen
dc.subject.keywordSingle cell analysisen
dc.subject.keywordLung metastasisen
dc.subject.keywordreactive capillary endothelial cellsen
dc.titleSingle cell analysis reveals a pro cancerous growth signature induced by circulating tumor cells in lung endothelial cellsen
dc.typeG1 Kandidaatintyöfi
dc.type.ontasotBachelor's thesisen
dc.type.ontasotKandidaatintyöfi
local.aalto.openaccessno

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