Evidence map›Paper›PMID 41392058›Full record

ArticleJournal of exposure science & environmental epidemiology2026

Indoor dust, immune activation, and household exposure risk after Hurricane Maria: a two-year pilot prospective cohort study in Puerto Rico.

Felix E Rivera-Mariani, Hayat Srour, Filipa Godoy-Vitorino, Benjamín Bolaños-Rosero, Lorraine N Vélez-Torres, Juan P Maestre, Kerry Kinney, Humberto Cavallin

Abstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Felix E Rivera-MarianiCollege of Arts and Sciences, Lynn University, Raton, FL, USA. friveramariani@lynn.edu.
Hayat SrourRIPLRT Institute, Fort Lauderdale, FL, USA.
Filipa Godoy-VitorinoDepartment of Microbiology, School of Medicine, University of Puerto Rico - Medical Sciences Campus, San Juan, PR, USA.
Benjamín Bolaños-RoseroDepartment of Microbiology, School of Medicine, University of Puerto Rico - Medical Sciences Campus, San Juan, PR, USA.
Lorraine N Vélez-TorresRIPLRT Institute, Fort Lauderdale, FL, USA.
Juan P MaestreDepartment of Civil, Architectural, and Environmental Engineering, Cockrell School of Engineering, University of Texas at Austin, Austin, TX, USA.
Kerry KinneyDepartment of Civil, Architectural, and Environmental Engineering, Cockrell School of Engineering, University of Texas at Austin, Austin, TX, USA.
Humberto CavallinSchool of Architecture, University of Puerto Rico - Rio Piedras Campus, Rio Piedras, PR, USA.

Funding

Training Program in Cancer Prevention and Control and Cancer Health Equity (CPC-CHE)T32CA093423 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Bernard F Fuemmeler, Oxana G Palesh · 2018 to 2026
$3.0M
Taking a Breath after the Disaster: Homes, Mold and Health in Puerto Rico after Hurricane MariaR21ES029762 · NIEHS · UNIVERSITY OF PUERTO RICO RIO PIEDRAS · PI CAVALLIN, HUMBERTO · 2018 to 2019
$408k
NCI NIH HHS T32 CA093423NIEHS NIH HHS R21 ES029762
6 · The paper itself

Abstract

backgroundHurricane Maria left many homes in Puerto Rico with prolonged flooding, structural damage, and indoor microbial growth, conditions that can drive respiratory illness and immune dysregulation.

objectiveTo assess the pro-inflammatory potential of post-flooding indoor dust and track two-year shifts in household risk profiles by integrating pro-inflammatory biomarkers, fungal exposure, and self-reported structural damage, mental health, and respiratory outcomes.

methodsDust samples were collected from 50 households in a San Juan community one year and again from 35 of those same households two years after the hurricane. Dust sample extracts (DSEs) were prepared and incubated with pooled peripheral blood from volunteers residing outside Puerto Rico. Pro-inflammatory cytokines interleukin-1β (IL-1β), IL-6, and IL-8 were quantified using ELISA; airborne fungal abundance was assessed on malt extract and G25N agars. Survey data captured self-reported respiratory and mental-health scores using the SF-12v2 Health Survey, structural water damage, and remediation efforts. Principal component analysis (PCA) and k-means clustering were applied to identify household clusters, while Sankey plots were used to visualize the transitions of household risk.

resultsIL-1β emerged as the most responsive cytokine, showing the greatest median reduction from Year 1 to Year 2 and across household water-damage categories. Three clusters emerged in Year 1, driven by structural damage, IL-1β, and fungal load. By Year 2, only two clusters remained, shaped more by self-reported respiratory and psychological distress than by structural damage. Sankey analysis revealed that some households transitioned into higher-risk profiles over time despite apparent household structural recovery. IMPACT: Indoor environmental hazards persist long after floodwaters in the aftermaths of hurricanes recede, yet few studies integrate biological, environmental, structural, psychosocial, and respiratory health data to track household risk over time. Using a human whole-blood pyrogen assay and multivariate clustering, this two-year study of Hurricane-María-affected homes in Puerto Rico shows that dust-induced IL-1β is a sensitive pro-inflammatory biomarker and that residual risk shifts from structural-microbial drivers to psychosocial-respiratory burdens during recovery. The multidomain "risk-profile" framework provides a reproducible template for post-disaster exposure assessment and can help public-health officials prioritize targeted remediation, health surveillance, and mental-health support as climate-related disasters increase.

Indexed as

Air Pollution, IndoorCyclonic StormsDustEnvironmental ExposureAdultBiomarkersCytokinesFamily CharacteristicsFemaleFungiHousingHumansInterleukin-1betaMaleMiddle AgedPilot ProjectsBiomarkersCytokinesDustInterleukin-1betaCytokinesHousehold RiskHurricane MariaIndoor Dust

Identifiers

PMID41392058
PMCPMC13359992

What OpenQuestion holds

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Registered trials

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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.