Evidence map›Paper›PMID 41681906›Full record

ArticleCancers2026

Single-Cell Comparison of Small Intestinal Neuroendocrine Tumors and Enterochromaffin Cells from Two Patients.

Fredrik Axling, Elham Barazeghi, Per Hellman, Olov Norlén, Samuel Backman, Peter Stålberg

Abstract read
In one paragraph

Article in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Fredrik AxlingDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.ORCID 0000-0003-3748-3176
Elham BarazeghiDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.
Per HellmanDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.ORCID 0000-0002-5322-5073
Olov NorlénDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.
Samuel BackmanDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.
Peter StålbergDepartment of Surgical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden.ORCID 0000-0002-9625-1394

Funding

Swedish Cancer Foundation CF 21 1587PjSwedish Cancer Foundation CF 24 3599PjUppsala Regional ALF 43146
6 · The paper itself

Abstract

backgroundSeveral studies have attempted to identify the initiating drivers of small intestinal neuroendocrine tumor (SI-NET) development and the molecular mechanisms underlying their progression and metastatic spread. Previous gene expression studies have used bulk microarrays or RNA sequencing to compare tumor tissue with normal intestinal mucosa. However, the intestine comprises multiple distinct cell types, and bulk analyses are limited by this cellular heterogeneity, which can confound tumor-specific signals.

methodsWe performed single-cell RNA sequencing on primary SI-NETs and paired normal mucosa from two patients to directly compare tumor cells with their cells of origin, the enterochromaffin (EC) cells. To minimize type I errors, we applied a two-step validation strategy by overlapping differentially expressed genes with an external single-cell dataset and cross-referencing candidate genes for enteroendocrine expression in the Human Protein Atlas.

resultsFor further distinction and characterization, ECs were subdivided into serotonergic and non-serotonergic clusters. This analysis revealed that the SI-NET cells are transcriptionally more similar to serotonergic ECs, consistent with serum metabolite profiles derived from clinical parameters. Our analyses uncovered a loss-of-expression program characterized by regulators of epithelial differentiation and in parallel, a gain-of-expression program displayed neuronal signaling gene induction, implicating functional reprogramming toward neuronal-like properties. Together, these specific losses and gains suggest that our patient-derived SI-NETs undergo adaptation through both loss of enteroendocrine functions and acquisition of neurobiological-promoting signaling pathways.

conclusionsThese findings nominate candidate drivers for further functional validation and highlight potential therapeutic strategies in our patient cohort, including restoring suppressed Notch signaling and targeting aberrant neuronal signaling networks. However, even with a two-step validation procedure, the modest cohort size limits statistical power and generalizability, particularly for the proposed association to a serotonergic phenotype. Larger, multi-patient single-cell studies are required to confirm these mechanisms and establish their clinical relevance.

Indexed as

enterochromaffin cellneuroendocrine tumorsscRNA-seqSI-NETtranscriptomics

Identifiers

PMID41681906
PMCPMC12897003

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.