Evidence map›Paper›PMID 42903147›Full record

ArticleFrontiers in oncology2026

Ecological drivers of the colon cancer microbiome: evidence for niche-based selection over stochastic colonization.

Wei Su, Zhanshan Sam Ma

Abstract read
In one paragraph

Article in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

2 authors.

Wei SuDepartment of Radiology, Affiliated Hospital of Yunnan University, Kunming, China.
Zhanshan Sam MaMicrobiome Medicine and Advanced AI Technology, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colon cancer is a leading global malignancy influenced by genetic, environmental, and microbial factors. This study integrates ecological theories, including Hubbell's neutral theory, augmented by Ning et al.'s (2019, PNAS) stochasticity analysis framework, and classic niche theory, to assess the contributions of stochastic colonization and deterministic niche selection in shaping microbiome assembly and dynamics in colon cancer tissues. Specialist species were identified using Levins' niche breadth analysis. By reanalyzing the datasets from Nejman et al., including 22 normal adjacent tissue (NT) and 22 primary tumor (PT) samples, we find: (i) deterministic niche selection appears to dominate community assembly and diversity maintenance in both NT and PT microbiomes, as demonstrated by the normalized stochasticity ratio (NSR: 0.267 for NT, 0.287 for PT; both below 0.5; Wilcoxon PT>NT, p=0.027). Only 18.2% NT and 27.3% PT samples fit the neutral model, confirming stochastic drift plays a limited role and niche selection predominates in structuring tissue microbiomes. (ii) Through niche breadth analysis, we identified 106 specialist species, of which 14 are known CRC-associated taxa, including

Indexed as

colon cancerneutral theoryniche theorynormal adjacent tissue (NT)primary tumor (PT)tumor microenvironment (TME)tumor tissue microbiome

Identifiers

PMID42903147
PMCPMC13680166

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.