Evidence map›Paper›PMID 40661296›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Exploring the Impact of Oral Health and Vaccination on Pneumonia-causing Bacteria: Insights from Predictive Modeling.

Ryann N Whealy, Skylar Timm, Tara N Furstenau, Alexander Roberts, Sara Maltinsky, Sydney Wells, Kylie Drake, Kayla Ramirez, Candice Bolduc, Ann Ross and 2 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

12 authors.

Ryann N WhealyPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID 0000-0002-8113-411X
Skylar TimmPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.
Tara N FurstenauSchool of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID 0000-0001-5233-7383
Alexander RobertsPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.
Sara MaltinskyPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID 0000-0001-6037-2103
Sydney WellsPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.
Kylie DrakePathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID 0009-0001-5352-273X
Kayla RamirezPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.
Candice BolducMobile Dentistry of Arizona, Mesa, Arizona, United States of America.
Ann RossMobile Dentistry of Arizona, Mesa, Arizona, United States of America.
Talima PearsonPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID 0000-0003-3696-041X
Viacheslav Y FofanovPathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America.

Funding

SSCIMA: Integrating Analysis of Socio-economic Sub-population Dynamics to Improve Spatial Models of Infectious DiseaseU54MD012388 · NIMHD · NORTHERN ARIZONA UNIVERSITY · PI Julie A. Baldwin · 2017 to 2026
$49.7M
Are Minority Health Disparities in MRSA/MSSA Infections Related to Carriage and Social Relationships?R15AI156771 · NIAID · NORTHERN ARIZONA UNIVERSITY · PI PEARSON, TALIMA ROSS · 2021 to 2021
$456k
NIAID NIH HHS R15 AI156771NIMHD NIH HHS U54 MD012388
6 · The paper itself

Abstract

Nursing home acquired pneumonia (NHAP) is a leading cause of mortality in long-term care facilities (LTCFs). The primary mechanism of infection in older individuals is macro-aspiration of opportunistic pathogens colonizing the oral and nasal cavities. Pneumococcal vaccination is the primary preventative measure, but oral hygiene is increasingly explored as a strategy for reducing oral colonization. While promising, oral health interventions have shown mixed results, likely due to variation in the way that different NHAP-associated pathogens respond to these interventions. To test this, we analyzed oral health survey responses, pneumococcal vaccination status, and longitudinal colonization to identify factors linked to carriage of each pathogen. We found that oral hygiene impacted carriage of bacteria which more frequently colonized the oral cavity (

Identifiers

PMID40661296
PMCPMC12258750

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.