Evidence map›Paper›PMID 40301858›Full record

ArticleBMC medicine2025

Integration of multi-omics data to unveil the molecular landscape and role of piRNAs in early-onset colorectal cancer.

Siyun Zhou, Lili Yu, Jianhui Zhao, Qian Xiao, Jing Sun, Lijuan Wang, Yuan Zhou, Yadong Lu, Malcolm G Dunlop, Evropi Theodoratou and 3 more

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

13 authors.

Siyun Zhou *Department of Colorectal Surgery and Oncology, The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Lili Yu *Department of Colorectal Surgery and Oncology, The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Jianhui Zhao *Department of Colorectal Surgery and Oncology, The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Qian XiaoDepartment of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China.
Jing SunDepartment of Colorectal Surgery and Oncology, The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Lijuan WangCentre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK.
Yuan ZhouDepartment of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Yadong LuDepartment of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Malcolm G DunlopCancer Research UK Scotland Centre and Medical Research Council Human Genetics Unit, University of Edinburgh, Edinburgh, UK.
Evropi TheodoratouCentre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK.
Honghe ZhangDepartment of Pathology, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China. honghezhang@zju.edu.cn.
Kefeng DingDepartment of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China. dingkefeng@zju.edu.cn.
Xue LiDepartment of Colorectal Surgery and Oncology, The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China. xueli157@zju.edu.cn.

Funding

Key R&D Program of Zhejiang 2023C03049National Natural Science Foundation of China 82204019Zhejiang Provincial Clinical Research Center for CANCER 2022E50008
6 · The paper itself

Abstract

backgroundThe incidence of early-onset colorectal cancer (EOCRC) (< 50 years) has been steadily rising, with a parallel increase in metastatic and invasive cases. To elucidate the molecular mechanisms underlying this aggressive phenotype, we performed comprehensive multi-omics profiling to delineate the distinct features of EOCRC, with a focus on key drivers of metastatic and invasive potential.

methodsWe initially characterized the genome, epigenome, and transcriptome of tumors from 515 (69 EOCRC and 446 late-onset CRC [LOCRC]) cases in The Cancer Genome Atlas. Key candidate molecules were further validated using RNA-seq and scRNA-seq data. Multi-omics profiling revealed PIWIL1/piRNA as a hallmark of EOCRC, with further validation through in vitro functional assays, transcriptomic profiling, and Kaplan-Meier survival analysis.

resultsEOCRC demonstrated a mutational landscape similar to that of LOCRC, with comparable oncogenic driver mutations and somatic copy-number alterations. However, EOCRC exhibited a higher frequency of deletion in chromosomes 6, 15, and 19 regions, along with metabolic reprogramming favoring aerobic glycolysis and lipid metabolism. Integrative transcriptomic and DNA methylation analyses identified six EOCRC-specific molecules, including PIWIL1. Notably, PIWIL1 was mainly expressed in epithelial cells, with lower expression in EOCRC versus LOCRC. Its downstream piRNAs (FR019019, FR019089, and FR132045) were also downregulated in EOCRC. Functional experiments demonstrated that FR019089/FR019019 overexpression suppressed migration and invasion. Clinically, low FR019089 levels correlated with significantly shorter progression-free and overall survival in EOCRC patients. Additionally, downstream pathways of FR019089 and FR019019 overexpression were enriched in anti-cancer-related signaling pathways.

conclusionsOur multi-omics approach yields novel insights into the molecular underpinnings of EOCRC and we characterize the role of PIWIL1-associated piRNAs in modulating EOCRC metastasis and invasion. FR019089 shows promise as a prognostic biomarker with potential clinical utility in the risk stratification and management of EOCRC patients.

Indexed as

Argonaute ProteinsColorectal NeoplasmsAge of OnsetDNA MethylationFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMultiomicsPiwi-Interacting RNATranscriptomeArgonaute ProteinsPiwi-Interacting RNAPIWIL1 protein, humanBiomarkerEarly-onset colorectal cancerMulti-omicsPiRNAPIWIL1

Identifiers

PMID40301858
PMCPMC12042543

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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.