Evidence map›Paper›PMID 42174615›Full record

ArticleBMC veterinary research2026

Seasonal particulate matter exposure is associated with upper respiratory microbiota restructuring in dairy heifers.

Songphon Buddhasiri, Thaya Muangplod, Peetiporn Panathiwat, Pornpan Chandrasrimuang, Jakree Jitjumnong, Sukolrat Boonyayatra, Tawatchai Singhla

Abstract read
In one paragraph

Article in BMC veterinary research, 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

7 authors.

Songphon BuddhasiriVeterinary Public Health and Food Safety Centre for Asia Pacific, Faculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand.
Thaya MuangplodFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand.
Peetiporn PanathiwatFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand.
Pornpan ChandrasrimuangFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand.
Jakree JitjumnongDepartment of Animal and Aquatic Sciences, Faculty of Agriculture, Chiang Mai University, Chiang Mai, Thailand.
Sukolrat BoonyayatraDepartment of Veterinary Clinical Sciences, Lewyt College of Veterinary Medicine, Long Island University, Brookville, NY, USA.
Tawatchai SinghlaFaculty of Veterinary Medicine, Chiang Mai University, Chiang Mai, Thailand. tawatchai.singh@cmu.ac.th.

Funding

CMU Mid-Career Research Fellowship program, Chiang Mai University R66IN00536, 2023
6 · The paper itself

Abstract

backgroundParticulate matter (PM), particularly PM2.5 and PM10, is a major environmental health concern linked to respiratory diseases in humans and animals. Northern Thailand, especially Chiang Mai, experiences recurrent seasonal air pollution from biomass burning, exposing outdoor-housed livestock to elevated ambient PM levels. The bovine upper respiratory tract (URT) harbors both commensal and opportunistic microorganisms, and disruption of this microbiota may influence susceptibility to bovine respiratory disease (BRD). However, the impact of natural PM exposure on the bovine URT microbiota remains poorly understood.

resultsNasopharyngeal swabs from 25 clinically healthy dairy heifers were analyzed during low-PM and high-PM periods. During the high-PM period, peak PM2.5 levels exceeded 30 times the WHO 24-hour guideline. Alpha diversity, including observed features, Shannon diversity, and Simpson index, was significantly higher during the high-PM period than during the low-PM period. Beta diversity analysis showed significant differences in Bray-Curtis dissimilarity and Jaccard distance, indicating changes in both relative abundance-based community structure and presence-absence-based community membership. The high-PM period was characterized by altered taxonomic profiles, including higher proportions of Proteobacteria, Firmicutes, Gammaproteobacteria, and Bacilli, and lower proportions of Actinobacteriota, Bacteroidota, Actinobacteria, and Bacteroidia. Among selected dominant genera, Moraxella and Fusobacterium were significantly reduced during the high-PM period. BRD-associated genera, including Mycoplasma, Pasteurella, Mannheimia, and Histophilus, showed higher average relative abundances during the high-PM period; however, paired comparisons were not statistically significant.

conclusionsSeasonal high-PM exposure in Chiang Mai was associated with measurable changes in the nasopharyngeal microbiota of clinically healthy dairy heifers, including increased alpha diversity, altered beta diversity, changes in taxonomic profiles, and reductions in selected dominant genera. These findings suggest that ambient air pollution may contribute to respiratory microbiota restructuring in dairy heifers. Further longitudinal studies integrating microbiota composition, host immune responses, farm-level environmental monitoring, and clinical respiratory outcomes are needed to clarify whether PM-associated microbiota changes contribute to BRD susceptibility.

Indexed as

MicrobiotaParticulate MatterAir PollutantsAnimalsBacteriaCattleFemaleNasopharynxSeasonsThailandAir PollutantsParticulate MatterAir PollutionBovine Respiratory DiseaseDairy CattleParticulate MatterRespiratory Microbiome

Identifiers

PMID42174615
PMCPMC13371544

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.