Evidence map›Paper›PMID 40137484›Full record

ArticleToxics2025

Subject-Specific Mapping of Excess Manganese Accumulation in the Brain of Welders Using Magnetic Resonance Imaging Relaxometry.

Humberto Monsivais, Ulrike Dydak

Abstract read
In one paragraph

Article in Toxics, 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

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

2 authors.

Humberto MonsivaisSchool of Health Sciences, Purdue University, West Lafayette, IN 47907, USA.ORCID 0000-0001-7503-7738
Ulrike DydakSchool of Health Sciences, Purdue University, West Lafayette, IN 47907, USA.ORCID 0000-0003-1852-7110

Funding

Neuroimaging of Manganese ToxicityR01ES032478 · NIEHS · PURDUE UNIVERSITY · PI Ulrike Dydak · 2021 to 2026
$2.8M
Neuroimaging for Early Diagnosis of Manganese Toxicity in Humans and RodentsR01ES020529 · NIEHS · PURDUE UNIVERSITY · PI DYDAK, ULRIKE · 2011 to 2015
$2.0M
3T MRI Scanner dedicated to Life Sciences ResearchS10OD012336 · OD · PURDUE UNIVERSITY · PI DYDAK, ULRIKE · 2015 to 2015
$2.0M
Quantitative MRI and Network Science Applications in Manganese NeurotoxicityF31ES035299 · NIEHS · PURDUE UNIVERSITY · PI MONSIVAIS, HUMBERTO · 2024 to 2024
$27k
International Manganese Institute N/ANIEHS NIH HHS F31 ES035299NIEHS NIH HHS R01 ES020529NIEHS NIH HHS R01ES020529NIEHS NIH HHS R01 ES032478NIEHS NIH HHS R01ES032478NIH HHS 1F31ES035299-01A1NIH HHS S10 OD012336
6 · The paper itself

Abstract

Chronic overexposure to manganese (Mn) can occur in occupational settings, such as welding, leading to increased Mn levels in the brain. Excess brain Mn accumulation may result in neurotoxicity, which is characterized by Parkinsonian-like symptoms including motor and cognitive dysfunctions. In this work, we demonstrate a novel methodology for personalized diagnosis and spatial characterization of abnormal Magnetic Resonance Imaging R1 (R1 = 1/T1) relaxation rates arising from excessive Mn accumulation in welders' brains. Utilizing voxel-wise population-derived norms based on a frequency age-matched non-exposed group (n = 25), we demonstrate the ability to conduct subject-specific assessments and mapping of Mn exposure using MRI relaxometry. Our results show elevated R1 in multiple brain regions in individual welders, but also extreme between-subject variability in Mn accumulation, debasing the concept that high exposures correlate with uniformly high Mn deposition in the brain. Consequently, the presented personalized methodology serves as a counterpart to group-based comparison, which allows for understanding the level of individual exposure and the toxicokinetics of Mn accumulation. This work lays a foundation for improved occupational health assessments and preventive measures against neurotoxic metal exposure.

Indexed as

manganeseMRIneurotoxicityR1 mappingwelding

Identifiers

PMID40137484
PMCPMC11945464

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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.