Evidence map›Paper›PMID 39868128›Full record

ArticlebioRxiv : the preprint server for biology2025

Keystone engineering enables collective range expansion in microbial communities.

Emrah Şimşek, César A Villalobos, Kinshuk Sahu, Zhengqing Zhou, Nan Luo, Dongheon Lee, Helena R Ma, Deverick J Anderson, Charlotte T Lee, Lingchong You

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

10 authors.

César A Villalobos
Kinshuk Sahu
Zhengqing Zhou
Nan Luo
Deverick J Anderson
Charlotte T Lee

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Keystone engineers profoundly influence microbial communities by altering their shared environment, often by modifying key resources. Here, we show that in an antibiotic-treated microbial community, bacterial spread is controlled by keystone engineering affecting dispersal-an effect hidden in well-mixed environments. Focusing on two pathogens, non-motile

Identifiers

PMID39868128
PMCPMC11760783

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.