Evidence map›Paper›PMID 41188324›Full record

ArticleScientific reports2025

Integrative multi-omics deciphers the potential mechanism and microbial biomarkers for lymph node metastasis in colorectal cancer.

Min Seob Kwak, Jae Myung Cha, Chang Woo Kim, Kyu Yeoun Won, Chang-Il Hwang

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Min Seob KwakDepartment of Internal Medicine, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, 892 Dongnam-ro, Gandong-gu, Seoul, 05278, Republic of Korea. kwac63@khu.ac.kr.ORCID http://orcid.org/0000-0002-8988-7423
Jae Myung ChaDepartment of Internal Medicine, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, 892 Dongnam-ro, Gandong-gu, Seoul, 05278, Republic of Korea.ORCID http://orcid.org/0000-0001-9403-230X
Chang Woo KimDepartment of Colorectal Surgery, Ajou University School of Medicine, Suwon, Republic of Korea.ORCID http://orcid.org/0000-0002-6317-8354
Kyu Yeoun WonDepartment of Pathology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0002-9520-9952
Chang-Il HwangDepartment of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA, 95616, USA. cihwang@ucdavis.edu.ORCID http://orcid.org/0000-0002-5710-7672

Funding

Engrailed-1 and Epigenetic Vulnerabilities in Metastatic Pancreatic CancerR37CA249007 · NCI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Chang-il Hwang · 2021 to 2026
$2.1M
Medical Science Research Institute grant, Kyung Hee University Hospital at Gangdong 2022National Research Foundation of Korea NRF- 2022R1A2C100309913NCI NIH HHS R37 CA249007NCI NIH HHS R37CA249007
6 · The paper itself

Abstract

Understanding and accurate diagnosis of lymph node metastasis (LNM) for patients with colorectal cancer (CRC) is essential to determine treatment and follow-up strategies. Therefore, in this study, we aimed to elucidate the biological process and identify the potential biomarker for LNM in CRC.A total of 30 patients who received a histologically confirmed diagnosis of CRC with Stage I to III and a curative surgery between November 2020 and July 2021 at Kyung Hee university hospital at Gangdong were included. We performed multi-omics approach integrating the data on somatic mutation, transcriptomic expression, DNA methylation, and microbiome with tumor and adjacent matched normal tissues of each patient. In total, 12 significant DEGs between the patients with and without LNM were identified, consisting of significantly upregulated S100A8 gene, a proinflammatory gene. The GSEA revealed that gene sets involving "MULTI CANCER INVASIVENESS" in terms related to epithelial-mesenchymal transition was significantly upregulated in the patients with LNM. Integrated functional analysis of DNA methylation with transcriptome profile shows that significantly hypomethylated promoters of the genes are enriched for LNM. The phylum Proteobacteria, unassigned (p_PU) presented significantly higher proportions in cancer tissues from the adjacent normal tissues. Notably, when compared to the patients without LNM, the gut microbiota of those with LNM appears to exhibit a significantly lower abundance of the p_PU, indicating its potential as promising biomarker for LNM in CRC. We explained the mechanism of tumor spreading using multi-omics analysis and identified the relevant metagenomic biomarker to predict the LNM in CRC by the recognition of host-microbial interaction, thereby can make the cancer surveillance of the patients more individualized and convincing.

Indexed as

Biomarkers, TumorColorectal NeoplasmsGastrointestinal MicrobiomeLymphatic MetastasisAgedDNA MethylationFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMultiomicsTranscriptomeBiomarkers, TumorBiomarkerColorectal cancerMetastasisMicrobiomeMulti-omics

Identifiers

PMID41188324
PMCPMC12586503

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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.