Evidence map›Paper›PMID 40559987›Full record

ArticleToxics2025

Integrated Deterministic and Probabilistic Methods Reveal Heavy Metal-Induced Health Risks in Guizhou, China.

Qinju Li, Dashuan Li, Zelan Wang, Dali Sun, Ting Zhang, Qinghai Zhang

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. 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

6 authors.

Qinju LiSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.
Dashuan LiSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.
Zelan WangSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.
Dali SunSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.
Ting ZhangSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.
Qinghai ZhangSchool of Public Health, Guizhou Medical University, Guiyang 561113, China.

Funding

Guizhou Provincial Basic Research Program (Natural Science) [2023] 317Guizhou Provincial Foundation for Excellent Scholars Program No.GCC [2023] 076Guizhou Provincial Key Technology R&D Program No.2024078National Natural Science Foundation of China 42467054; 42167054The Central Government Supports the Reform and Development of Local Colleges and Universities [2023]067the Open Foundation for Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education [2022] 441; GMU-2023-HJZ-03
6 · The paper itself

Abstract

Due to high geological background and intensive mining activities, soils are prone to heavy metals (HMs) accumulation and ecological fragility in Guizhou Province, China. A total of 740 topsoil samples were therefore collected, and aimed to determine the concentrations of As, Cd, Cr, Hg, and Pb, estimate the ecological pollution, and evaluate the carcinogenic and non-carcinogenic health risks to humans. Results showed As (1.08%) and Cd (24.46%) in soil exceeded standards. The Igeo showed that Cr (1.49%) and Hg (31.62%) in soil were at light pollution levels; single factor pollution index (PI) showed that Cd (21.35%) in soil was mildly polluted; risk index (RI) as at a low risk level. Notably, both deterministic and Monte Carlo analyses revealed unacceptable carcinogenic risks for As and Cr in children, with traditional methods potentially underestimating As risks. Moreover, Target-Organ Toxicity Dose (TTD) revealed soil HMs as a higher risk to hematological health, with notable health risks posed by Pb in children. It is noted that spatial distribution analysis suggested that the southwestern region of Guizhou Province should be prioritized for health risk management and control. By integrating the uniqueness of geological environments, multi-dimensional health risk assessments, and spatial distributions, the present study provides a scientific basis for assessing HMs pollution risks and soil health risks in the karst regions.

Indexed as

agricultural soilhealth risk assessmentsheavy metalstarget organ toxic dose method

Identifiers

PMID40559987
PMCPMC12197724

What OpenQuestion holds

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LicenceCC BY
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.