Evidence map›Paper›PMID 42088942›Full record

ArticleFrontiers in molecular biosciences2026

Comparative proteomic analysis of colorectal cancer stem cells reveals potential biomarkers and altered pathways.

Ola J Hussein, Lubna Therachiyil, Shahd M Younis, Shaymaa Itani, Hanan H Abunada, Issam Tout, Cristina Maccalli, Hesham M Korashy

Abstract read
In one paragraph

Article in Frontiers in molecular biosciences, 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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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Ola J HusseinDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, Doha, Qatar.
Lubna TherachiyilTranslational Research Institute, Academic Health system, Hamad Medical Corporation, Doha, Qatar.
Shahd M YounisTranslational Research Institute, Academic Health system, Hamad Medical Corporation, Doha, Qatar.
Shaymaa ItaniDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, Doha, Qatar.
Hanan H AbunadaBiomedical Research Center, QU Health, Qatar University, Doha, Qatar.
Issam ToutResearch Branch, Sidra Medicine, Doha, Qatar.
Cristina MaccalliResearch Branch, Sidra Medicine, Doha, Qatar.
Hesham M KorashyDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, Doha, Qatar.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Colorectal cancer (CRC) initiating/stem cells (CICs/CSCs) represent a rare tumor subpopulation with self-renewal capacity that drives tumor progression, recurrence, therapeutic resistance, and immune evasion. Despite extensive efforts to define CSCs using surface and functional markers, no universally accepted marker exists for CSC isolation and enrichment. Moreover, the molecular mechanisms underlying CSC-associated phenotypes remain incompletely characterized, highlighting the need for unbiased proteome-wide molecular profiling to better define CSC states and identify candidate biomarkers and therapeutic targets. Methods: CSC-enriched spheroids were generated from two colorectal cancer cell lines (SW620 and HCT-116) using three-dimensional, serum-free culture conditions and compared with their corresponding parental adherent cells. Comparative proteomic profiling was performed using mass spectrometry-based label-free shotgun proteomics. Differentially abundant proteins were analyzed using Ingenuity Pathway Analysis (IPA) to identify overrepresented canonical pathways and predict upstream regulators. Selected differentially abundant proteins and predicted upstream regulators were validated by RT-qPCR and/or Western blotting. Results: Comparative proteomic profiling showed that CSC-enriched spheroids shared convergent pathway-level alterations despite cell line-specific differences in individual protein abundance. IPA pathway and functional analyses predicted activation of metabolic reprogramming, invasion, and hypoxia adaptation, along with predicted suppression of apoptotic pathways. Notably, HMGCS1, a key mevalonate-pathway enzyme, was strongly upregulated at both mRNA and protein levels in CSCs from both cell lines. MYC, MLXIPL, EGF/EGFR, VEGFA, and HIF-related signaling were among the top predicted upstream regulators shaping these alterations. In addition, altered expression of proteins involved in immunosuppressive signaling was observed in CSC-enriched spheroids, with TGF-β signaling emerging as a prominently activated upstream regulator, potentially contributing to CSC-associated epithelial-mesenchymal transition and immunomodulation. Conclusion: In summary, this study provides a better understanding of key dysregulated pathways and proteins in CRC CSCs, highlighting potential biomarkers and regulatory programs with relevance to stemness, immune modulation, and therapeutic resistance.

Indexed as

cancer-initiating cellscancer stem cellscolorectal cancerLC-MS/MSproteomicsspheroids

Identifiers

PMID42088942
PMCPMC13135944

What Socratic holds

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Registered trials

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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 Socratic graph.