Evidence map›Paper›PMID 41486246›Full record

ReviewCurrent environmental health reports2026

Ambient PM

Luciana Blanco-Villafuerte, Qiang Pu, Stella Hartinger, Camila Llerena-Cayo, Solange Aznaran, Laura Nicolaou, William Checkley, Elvis Medina, Alan Llacza, Yang Liu and 1 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Current environmental health reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Towards clean air and health for all in the Andes.Lancet regional health. Americas · 2026
    Article
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

11 authors.

Luciana Blanco-VillafuerteCentro Latino Americano de Excelencia en Cambio Climático y Salud, Universidad Peruana Cayetano Heredia, Lima, Peru.
Qiang PuCollege for Public Health and Social Justice, Saint Louis University, , St. Louis, MO, USA.
Stella HartingerCentro Latino Americano de Excelencia en Cambio Climático y Salud, Universidad Peruana Cayetano Heredia, Lima, Peru.
Camila Llerena-CayoCentro Latino Americano de Excelencia en Cambio Climático y Salud, Universidad Peruana Cayetano Heredia, Lima, Peru.
Solange AznaranCentro Latino Americano de Excelencia en Cambio Climático y Salud, Universidad Peruana Cayetano Heredia, Lima, Peru.
Laura NicolaouDivision of Pulmonary and Critical Care, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
William CheckleyDivision of Pulmonary and Critical Care, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
Elvis MedinaNational Meteorological and Hydrological Service of Peru (SENAMHI), Ministry of the Environment (MINAM), Lima, Peru.
Alan LlaczaNational Meteorological and Hydrological Service of Peru (SENAMHI), Ministry of the Environment (MINAM), Lima, Peru.
Yang LiuRollins School of Public Health, Emory University, Atlanta, GA, USA.
Kyle SteenlandRollins School of Public Health, Emory University, Atlanta, GA, USA. nsteenl@emory.edu.

Funding

Building U.S. Research Capacity Through International Environmental Health Science on Air Pollution, Cardiorespiratory Disease, and Alzheimer’s Disease (Research U01)U01TW010107 · FIC · UNIVERSIDAD PERUANA CAYETANO HEREDIA · PI William Checkley, Stella Maria Hartinger · 2015 to 2026
$3.5M
GEOHealth Hub Peru: Building U.S. Research Capacity Through International Environmental Health Science on Air Pollution, Cardiorespiratory Disease, and Alzheimer’s Disease (Research Training U2R)U2RTW010114 · FIC · EMORY UNIVERSITY · PI William Checkley, Stella Maria Hartinger · 2015 to 2026
$3.3M
FIC NIH HHS U01 TW010107FIC NIH HHS U2R TW010114
6 · The paper itself

Abstract

purpose of reviewFine particulate matter (PM RECENT

findingsWe highlight the Peru-based NIH-funded GeoHealth Hub's efforts to establish a nationwide low-cost sensor (LCS) network of 176 PurpleAir monitors. We then describe a hybrid approach for modeling ambient PM

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureEnvironmental MonitoringParticulate MatterDeveloping CountriesHumansModels, TheoreticalPeruAir PollutantsParticulate MatterAmbient air pollutionExposure modelingFine particulate matterLMICsLow-cost sensorsPeru

Identifiers

PMID41486246
PMCPMC12765748

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.