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Long-read whole-genome sequencing reveals genomic and epigenomic features of small intestinal neuroendocrine tumors
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Endocrine Surgery.ORCID iD: 0000-0003-3748-3176
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Experimental Surgery. Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Endocrine Surgery.
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Endocrine Surgery. Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Experimental Surgery.ORCID iD: 0000-0002-5322-5073
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Surgical Sciences, Endocrine Surgery.ORCID iD: 0000-0002-5648-5882
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(English)Manuscript (preprint) (Other academic)
Abstract [en]

Small intestinal neuroendocrine tumors (SI-NETs) are rare, slow-growing cancers that start in the enterochromaffin cells of the gastrointestinal tract. Rarely diagnosed early, they metastasize, and their genetic causes are not well understood. Traditional short-read sequencing has only found a few mutations, mostly chromosome 18 loss of heterozygosity (LOH18) and rare SMAD and CDKN1B mutations. This implies that epigenetic modifications or structural variants (SVs) could play a significant role in SI-NET development. To identify novel SVs and DNA methylation patterns, we employed long-read whole genome sequencing (LRS) on the primary tumors and corresponding normal tissue from 12 SI-NET patients. The most prevalent variant types, according to our analysis of SVs, were deletions and insertions. The highest number of SVs were found on chromosomes 1, 2, 4, 5, 6, 10, 16, and 17. Two patient groups with significantly different numbers of deletions and insertions were identified by hierarchical clustering. No recurrent structural variants were identified. Copy number loss of chromosome 18 was present in seven samples. The methylation profiles of samples with and without loss of chromosome 18 were compared. Diploid samples had five times as many hypermethylated loci as LOH18 samples. The most differentially methylated genes included TMEM132D, APC2, PRDM16, and LINC01924. Further study of differentially methylated regions (DMRs) showed that in LOH18, chromosome 12 had the most hypomethylation, and chromosome 18 had the most hypermethylation. We pinpointed a group of genes with significant methylation overrepresentation associated with chr12 and chr18, respectively. The LOH18 group has more hypomethylated loci and regions, with an especially strong peak on chr12. Our results demonstrate the utility of LRS in identifying previously unrecognized genomic and epigenomic alterations in SI-NETs, offering new insights into their molecular etiology and potential targets for precision medicine.

National Category
Cancer and Oncology
Research subject
Medical Science
Identifiers
URN: urn:nbn:se:uu:diva-565520OAI: oai:DiVA.org:uu-565520DiVA, id: diva2:1991168
Funder
Swedish Cancer SocietyAvailable from: 2025-08-22 Created: 2025-08-22 Last updated: 2025-09-01
In thesis
1. Molecular and translational studies in small intestinal neuroendocrine tumors
Open this publication in new window or tab >>Molecular and translational studies in small intestinal neuroendocrine tumors
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Small intestinal neuroendocrine tumors (SI-NETs) are the most common malignancy of the small intestine. They are typically slow-growing, often presenting with multiple primary tumors and, in many cases, metastases at diagnosis. Radical surgery remains the only curative option, yielding a five-year survival rate of approximately 67%. However, the lack of comprehensive molecular understanding limits the availability of personalized treatment strategies. The aim of this thesis was to further characterize the molecular landscape of SI-NETs using state-of-the-art genomic and transcriptomic tools.

In Paper I, long-read whole-genome sequencing revealed few recurrent structural variants across samples. The most notable consistency was found in the frequency of deletions and insertions between tumors. In the chromosome 18 methylation subgroup analysis, we identified a general hypomethylation trend across the genome, but with contrasting hypermethylation patterns in genes located on the chromosome 18.

In Paper II, we explored alternative splicing differences between primary tumors and liver metastases using full-length transcript analysis. Only a small number of recurrent differences emerged across analytical approaches, and their functional consequences were difficult to predict. A comparative analysis using corresponding short-read transcriptomes did not reveal consistent splicing alterations, highlighting the lack of or complexity of splicing variation in SI-NETs.

Building on our earlier in vitro experiments of metformin’s anti-tumor effects in SI-NET cell lines, Paper III reports an in vivo follow-up in which oral metformin administration to tumor xenografted mice significantly inhibited tumor growth. Analysis of mRNA and miRNA expression patterns identified potential treatment-induced miRNA biomarkers. External single-cell RNA sequencing data further validated a subset of genes particularly relevant to SI-NET biology.

In Paper IV, we applied single-cell RNA sequencing to distinguish molecular differences between SI-NET tumor cells and their presumed cell of origin, the rare enterochromaffin (EC) cell. A clear distinction between SI-NET tumor cells and EC cells revealed 373 significantly altered genes; among these, 26 exhibited tumor-specific activation or silencing. While some of these changes corroborated previous findings, several novel gene expression shifts were identified, offering new insight into tumor initiation and progression.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2025. p. 57
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 2174
Keywords
Neuroendocrine tumors, small intestinal neuroendocrine tumor, SI-NETs, metastasis, long-read sequencing, single-cell RNA sequencing, metformin, tunntarms-NET, gastrointestinala neuroendokrina tumörer
National Category
Cancer and Oncology
Research subject
Medical Science
Identifiers
urn:nbn:se:uu:diva-565541 (URN)978-91-513-2568-2 (ISBN)
Public defence
2025-10-17, Skoogsalen, ingång 78/79, Akademiska sjukhuset, Uppsala, 13:00 (English)
Opponent
Supervisors
Available from: 2025-09-23 Created: 2025-08-25 Last updated: 2026-09-04

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Axling, FredrikBackman, SamuelHellman, PerNorlén, OlovStålberg, Peter

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