Evidence map›Paper›PMID 42671214›Full record

ArticleMicrobiology spectrum2026

Architectural confinement and seasonal forcing shape cross-domain pathogen-associated assemblages in complex built environments.

Shijiao Qi, Shurui Zhang, Yixin Hu, Mingjie Sun, Zichun Xing, Shanshan Bao, Yuyang Song, Li Sun, Xinzhao Tong

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

9 authors.

Shijiao Qi *Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.ORCID 0009-0006-9895-5463
Shurui Zhang *Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Yixin HuDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Mingjie SunDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Zichun XingDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Shanshan BaoDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Yuyang SongDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Li SunDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.
Xinzhao TongDepartment of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, People's Republic of China.ORCID 0000-0003-4724-3555

Funding

Jiangsu Natural Science Foundation BK20230230National Natural Science Foundation of China 82502773Postgraduate Research Scholarship of Xi'an Jiaotong-Liverpool University PGRS2306039Research Development Fund of Xi'an Jiaotong Liverpool University RDF-23-01-030
6 · The paper itself

Abstract

Airborne microbial pathogens in built environments (BEs) may pose health threats, yet the ecological mechanisms governing their assembly and persistence across interconnected architectural spaces are less studied. Here, we conducted a year-long, multi-spatial investigation across a university building complex, sampling the exhaust outlets of three indoor environments and adjacent outdoor inlets. By integrating the 16S rRNA gene and ITS sequencing from 437 paired bacterial-fungal samples, we characterized the spatiotemporal dynamics of airborne opportunistic pathogen-containing genera. Our study showed that spatial filtering emerged as the dominant determinant of pathogen community structure, with confined elevator environments serving as reservoirs of potential pathogens, with limited but continuous microbial influx from surrounding spaces. Some potential pathogens exhibited distinct seasonal dynamics, as exemplified by pathogen-associated fungal genera such as

Indexed as

Air MicrobiologyBacteriaBuilt EnvironmentFungiHumansMicrobiotaRNA, Ribosomal, 16SSeasonsRNA, Ribosomal, 16Sbuilt environment microbiomecross-domain associationsmicrobial ecologypathogen-associated taxaspatiotemporal dynamics

Identifiers

PMID42671214
PMCPMC13689491

What OpenQuestion holds

Textmetadata
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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.