Evidence map›Paper›PMID 31661905›Full record

ArticleInternational journal of environmental research and public health2019

Combined 2D-QSAR, Principal Component Analysis and Sensitivity Analysis Studies on Fluoroquinolones' Genotoxicity.

Meijin Du, Dan Zhang, Yilin Hou, Xiaohui Zhao, Yu Li

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.7field-weighted citation impact, top 18% of its field
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

4 citing papers in PubMed, 34 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. 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

5 authors at 2 institutions in 1 country.

Meijin DuCollege of Environmental Science and Engineering, North China Electric Power University, Beijing 102206, China. mjdu0401@outlook.com.
Dan ZhangJilin Province Shize Environmental Protection Technology Co., Ltd, Jilin 130012, China. zhangdan_1974@163.com.
Yilin HouCollege of Environmental Science and Engineering, North China Electric Power University, Beijing 102206, China. hylshinanshen95@outlook.com.
Xiaohui ZhaoCollege of Environmental Science and Engineering, North China Electric Power University, Beijing 102206, China. 1357joe@163.com.
Yu LiCollege of Environmental Science and Engineering, North China Electric Power University, Beijing 102206, China. liyuxx8@hotmail.com.
North China Electric Power University · CNYonker Environmental Protection (China) · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this paper, two-dimensional quantitative structure-activity relationship (2D-QSAR) and principal component analysis (PCA) methods were employed to screen the main parameters affecting the genotoxicity of fluoroquinolones (FQs), and the rules affecting the genetic toxicity of FQs were investigated by combining 2D-QSAR and PCA with the sensitivity analysis method. First, four types of parameters were calculated, namely, the geometric parameters (7), electronic parameters (5), physical and chemical parameters (8), and spectral parameters (7), but the physical and chemical parameters heat of formation (HF) and critical volume (CV) were excluded after the establishment of the 2D-QSAR model. Then, after PCA, it was found that the first principal component represented the main driving factors affecting the molecular genetic toxicity of FQs. In addition, after comprehensive analysis of the factor loading of the first, second, and third principal components, seven parameters affecting the genotoxicity of the FQs were screened out, namely, total energy (TE), critical temperature (CT), and molecular weight (Mol Wt) (increased with increasing genotoxicity of the FQs) and steric parameter (MR), quadrupole moment Q

Indexed as

Quantitative Structure-Activity RelationshipAnti-Infective AgentsDNA DamageFluoroquinolonesMutagenicity TestsPrincipal Component AnalysisAnti-Infective AgentsFluoroquinolones2D-QSAR modelfluoroquinolone moleculesgenotoxicitymolecular designprincipal component analysissensitivity analysis

Identifiers

PMID31661905
PMCPMC6862474
OpenAlexW2981872219

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.