Evidence map›Paper›PMID 42804639›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Climate-amplified wildland-urban interface disasters create persistent internal metal mixtures associated with pulmonary impairment.

Alika K Maunakea, Binh Le, Rafael E de la Hoz, Alison G Lee, Zitong Zhang, Martina Kamaka, Marsha Lowery, Lesley Umeda, Brennan Yamamoto, Kathrin Schilling and 1 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 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. 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.

Alika K MaunakeaDepartment of Anatomy, Biochemistry and Physiology, John A. Burns School of Medicine, Honolulu, HI 96813.
Binh LeUniversity of Hawaii Economic Research Organization, University of Hawaii at Manoa, Honolulu, HI 96822.ORCID 0000-0001-6775-0832
Rafael E de la HozDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029.ORCID 0000-0002-8949-9279
Alison G LeeDepartment of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029.
Zitong ZhangDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029.
Martina KamakaDepartment of Native Hawaiian Health, John A. Burns School of Medicine, Honolulu, HI 96813.
Marsha LoweryMaui Wildfire Exposure Study, University of Hawaii, Honolulu, HI 96822.
Lesley UmedaDepartment of Anatomy, Biochemistry and Physiology, John A. Burns School of Medicine, Honolulu, HI 96813.
Brennan YamamotoDepartment of Anatomy, Biochemistry and Physiology, John A. Burns School of Medicine, Honolulu, HI 96813.ORCID 0009-0002-0921-6046
Kathrin SchillingDepartment of Environmental Health Sciences, Columbia University, New York, NY 10032.
Ruben JuarezUniversity of Hawaii Economic Research Organization, University of Hawaii at Manoa, Honolulu, HI 96822.ORCID 0000-0001-8179-6001

Funding

Scientific Human Biomarker Exposure Monitoring Core (HEMC) for the Air pollution disrupts Inflammasome Regulation in HEart And Lung Total Health (AIRHEALTH) StudyP01HL152953 · NHLBI · STANFORD UNIVERSITY · PI JOHNSON, MARY · 2021 to 2025
$9.8M
The Maui Wildfire Exposure Cohort Study on Community Health and ResilienceR33MD019793 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI Ruben Juarez, Alika Keolaokalani Maunakea · 2026 to 2026
$725k
Hawaii Community Foundation N/AHHS | CDC | National Institute for Occupational Safety and Health (NIOSH) U01OH012782HHS | NIH | National Institute on Minority Health and Health Disparities (NIMHD) R33MD019793Kaiser Permanente (KP) N/ANHLBI NIH HHS P01 HL152953NIMHD NIH HHS R33 MD019793NIOSH CDC HHS U01 OH012782State of Hawaii N/A
6 · The paper itself

Abstract

Wildland-urban interface (WUI) wildfires are increasingly important climate-related exposure events because they burn built infrastructure and can mobilize legacy contaminants in addition to generating smoke. Although the acute respiratory effects of wildfire smoke are well described, persistent internal metal mixtures and their association with pulmonary function after WUI disasters remain poorly characterized. Using the August 2023 Maui wildfires as a sentinel model, we evaluated 1,400 adults enrolled 6 to 18 mo after the disaster in a community-engaged cohort. We measured 24 urinary metals and assessed pulmonary function by standardized spirometry at the same visit, enabling paired exposure-response analyses. Compared with US reference levels, participants exhibited elevated internal metal burdens, including antimony (40-fold), manganese (3.8-fold), barium (2.3-fold), and arsenic (2.2-fold), with the highest concentrations clustering in the most affected regions. Across three complementary mixture-modeling approaches, higher cumulative metal burden was consistently associated with greater odds of abnormal spirometry. In weighted quantile sum models, each 1-quantile increase in the positive mixture index, driven primarily by arsenic, cadmium, and copper, was associated with higher odds of FVC, FEV

Indexed as

DisastersLung DiseasesMetalsWildfiresArsenicClimateEnvironmental ExposureHumansArsenicMetalsclimate-amplified disastersenvironmental biomonitoringmetal mixturespulmonary functionwildland–urban interface

Identifiers

PMID42804639
PMCPMC13643288

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.