Evidence map›Paper›PMID 41677991›Full record

ArticleCellular oncology (Dordrecht, Netherlands)2026

Pan-cancer analysis of cholesterol metabolism reveals the uptake as a modulator of tumor immune features and of the KRAS pathway.

Ana Luísa Machado, Ana Pinto, Joana Carvalho, Verónica Fernandes, Luísa Pereira, Jessica Roelands, Jorge Gonçalves, N F C C Miranda, Maria José Oliveira, Sérgia Velho

Abstract read
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Article in Cellular oncology (Dordrecht, Netherlands), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Ana Luísa Machadoi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal. almachado@i3s.up.pt.
Ana Pintoi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal.
Joana Carvalhoi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal.
Verónica Fernandesi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal.
Luísa Pereirai3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal.
Jessica RoelandsDepartment of Pathology, Leiden University Medical Center, Albinusdreef 2, Leiden, ZG, 2333, the Netherlands.
Jorge GonçalvesUCIBIO, i4HB, Faculdade de Farmácia, Universidade do Porto, Rua de Jorge de Viterbo Ferreira nº228, Porto, 4050-313, Portugal.
N F C C MirandaDepartment of Pathology, Leiden University Medical Center, Albinusdreef 2, Leiden, ZG, 2333, the Netherlands.
Maria José Oliveirai3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen nº208, Porto, 4200-135, Portugal.
Sérgia VelhoUCIBIO, i4HB, Faculdade de Farmácia, Universidade do Porto, Rua de Jorge de Viterbo Ferreira nº228, Porto, 4050-313, Portugal. smvelho@ff.up.pt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeCholesterol dysregulation plays a central role in tumor progression and has emerged as a potential therapeutic target. Its dysregulation within the tumor microenvironment is increasingly considered a strong modifier of multiple cancer traits. Targeting cholesterol, particularly its biosynthetic pathway, has been explored to enhance therapy, yet outcomes remain inconsistent, likely reflecting a tumor-specific reprogramming of cholesterol metabolism.

methodsTCGA and GTEx transcriptomic data from 11,735 samples was analyzed to conduct an integrative assessment of key cholesterol-related processes-biosynthesis, uptake, storage, efflux, and catabolism-across 26 cancer types.

resultsCholesterol metabolism dysregulation was highly heterogeneous among tumors, affecting different metabolic pathways, the magnitude of those differences and the direction relative to normal tissue. Notably, we identified cholesterol uptake as the most consistently altered pathway across tumors, positively correlated with tumor aggressiveness and poorer patient survival. Uptake correlated positively with inflammatory pathways (e.g., Complement System and IL-6-JAK-STAT3 Signaling) and with immune microenvironment features, including Tregs, cytotoxic and CD4

conclusionIn summary, cholesterol uptake emerges as a conserved driver of tumor aggressiveness and a promising therapeutic target to synergize with immunotherapy and KRAS inhibition.

Indexed as

CholesterolNeoplasmsProto-Oncogene Proteins p21(ras)Signal TransductionGene Expression Regulation, NeoplasticHumansMutationTumor MicroenvironmentCholesterolKRAS protein, humanProto-Oncogene Proteins p21(ras)CancerCholesterol metabolismKRASTumor microenvironment

Identifiers

PMID41677991
PMCPMC12901284

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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.