Evidence map›Paper›PMID 41145546›Full record

ArticleScientific reports2025

Progressively altered genes in colorectal carcinogenesis link oncogenesis immune cycle and tumor microenvironment.

Bingwen Zhou, Qingrui Liu, Chuyue Huang, Hao Chen, Pei Wang, Yueyang Lu, Shujun Jiang, Desong Kong, Lu Wang, Zhimin Fan

Abstract read
In one paragraph

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 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. Article
  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

10 authors.

Bingwen Zhou *Jiangsu Clinical Innovation Center for Anorectal diseases of T.C.M, Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
Qingrui Liu *Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
Chuyue HuangNanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
Hao ChenAnorectal center, Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, Nanjing, China.
Pei WangJiangsu Clinical Innovation Center for Anorectal diseases of T.C.M, Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
Yueyang LuJiangsu Clinical Innovation Center for Anorectal diseases of T.C.M, Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
Shujun JiangBig data center, Nanjing Hospital of Chinese Medicine, , Nanjing University of Chinese Medicine, Nanjing, China.
Desong KongBig data center, Nanjing Hospital of Chinese Medicine, , Nanjing University of Chinese Medicine, Nanjing, China.
Lu WangJiangsu Clinical Innovation Center for Anorectal diseases of T.C.M, Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China. wanglu@njucm.edu.cn.
Zhimin FanJiangsu Clinical Innovation Center for Anorectal diseases of T.C.M, Nanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China. fanzm@njucm.edu.cn.

Funding

Jiangsu Key Research and Development Program (Social Development) Project BE2021611Nanjing youth talent cultivation plan of Chinese medicine ZYQ20038Natural Science Foundation of Nanjing University of Traditional Chinese Medicine XZR2021044
6 · The paper itself

Abstract

The adenoma-adenocarcinoma pathway represents a crucial mechanism underlying the development of colorectal precancerous lesions, encompassing approximately 85%-90% of colorectal cancer (CRC). Elucidating the molecular mechanisms underlying colorectal cancer progression is of paramount importance for achieving early and accurate diagnosis as well as effective treatment. We collected peripheral blood mononuclear cells (PBMC) from healthy controls, adenoma patients, and adenocarcinoma patients, and performed transcriptomic profiling to characterize dynamic gene expression during carcinogenesis. Diagnostic potential was assessed using receiver operating characteristic (ROC) analysis, and a random-forest model was trained to classify disease status. The screening identified genes with consistent expression changes as potential early diagnostic markers, and further exploration of their functions and significance in CRC is conducted through analysis of the TCGA database. The findings revealed that the progression of precancerous lesions in the "Normal-Adenoma-Cancer" (N-A-C) sequence was accompanied by a sustained enhancement of the immune response. Notably, HECW2, WARS1, SLC16A3, SECTM1, IFITM3, ADAMTSL4, FCGR1A, F2RL1, OPLAH, SERPINA1, FCGR1CP showed consistent upregulation with promising diagnostic performance. In our PBMC cohort, the random-forest classifier achieved an accuracy of 93.62%, indicating potential for distinguishing cancer from precancerous lesions. The bioinformatics analysis revealed a significant association of these genes with DNA methyltransferase, DNA mismatch repair, m6A regulator, tumor mutational burden (TMB) and microsatellite instability (MSI). Furthermore, a detailed analysis was further performed on WARS1. In the "N-A-C" sequence, WARS1 exhibited a significant upregulation in both blood and tissues, demonstrating a positive correlation with augmented infiltration of immune cells, activation of stromal and immune responses, as well as heightened activity during the cancer immune cycle. However, it demonstrates a declining trend in the progression of CRC from stage I to IV, which may be intricately associated with the metastasis of CRC. The WARS1 can serve as a reliable indicator of the immune response in CRC, thereby demonstrating its potential to impede tumorigenesis or metastasis.

Indexed as

AdenocarcinomaCarcinogenesisColorectal NeoplasmsTumor MicroenvironmentAdenomaAgedBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansLeukocytes, MononuclearMaleMiddle AgedTranscriptomeBiomarkers, TumorColorectal cancerNormal-Adenoma-CancerTranscriptomicsTumor immunologyTumor microenvironment

Identifiers

PMID41145546
PMCPMC12559207

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LicenceCC BY
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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 OpenQuestion graph.