Evidence map›Paper›PMID 41240298›Full record

ArticleBiological trace element research2026

Lead-induced Hepatotoxicity in Rat Hepatocytes: a Transcriptomic Network Analysis Reveals Key Molecular Insights.

Xiaofeng Li, Bing Yang

Abstract read
PubMed Publisher
In one paragraph

Article in Biological trace element research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

2 authors.

Xiaofeng LiCollege of Animal Science and Technology, Ningxia University, Yinchuan, 750021, China.ORCID http://orcid.org/0000-0003-0563-3694
Bing YangCollege of Animal Science and Technology, Ningxia University, Yinchuan, 750021, China. bingyang19860919@163.com.ORCID http://orcid.org/0000-0002-7657-2158

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lead (Pb), a ubiquitous environmental pollutant, poses significant hepatotoxic risks in mammalian systems. Despite its widespread exposure, the precise molecular mechanisms driving Pb-induced liver injury remain incompletely understood. This investigation employed a systems biology approach to delineate critical molecular networks and hub genes mediating Pb hepatotoxicity through integrative analysis of GEO hepatotoxicity datasets. Transcriptomic profiling of rat primary hepatocytes (RPHCs) exposed to 10 ppm Pb(NO3)

Indexed as

Gene Expression ProfilingGene Regulatory NetworksHepatocytesLeadTranscriptomeAnimalsMaleRatsLeadHepatotoxicityHub geneLeadRat primary hepatocyte

Identifiers

PMID41240298

What Socratic 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 Socratic graph.