Evidence map›Paper›PMID 30404161›Full record

ArticleMolecules (Basel, Switzerland)2018

In Silico Prediction of O⁶-Methylguanine-DNA Methyltransferase Inhibitory Potency of Base Analogs with QSAR and Machine Learning Methods.

Guohui Sun, Tengjiao Fan, Xiaodong Sun, Yuxing Hao, Xin Cui, Lijiao Zhao, Ting Ren, Yue Zhou, Rugang Zhong, Yongzhen Peng

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
2.6field-weighted citation impact, top 9% 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

13 citing papers in PubMed, 39 citations in OpenAlex.

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  7. Graph-Based Feature Selection Approach for Molecular Activity Prediction.Journal of chemical information and modeling · 2022
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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

10 authors at 2 institutions in 1 country.

Guohui SunBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. sunguohui@bjut.edu.cn.ORCID 0000-0003-2259-5431
Tengjiao FanBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. fantengjiao2014@emails.bjut.edu.cn.
Xiaodong SunBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. sunxd@emails.bjut.edu.cn.
Yuxing HaoBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. haoyuxing@emails.bjut.edu.cn.
Xin CuiBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. cuixin1201@emails.bjut.edu.cn.
Lijiao ZhaoBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. zhaolijiao@bjut.edu.cn.ORCID 0000-0002-4876-323X
Ting RenBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. renting@bjut.edu.cn.
Yue ZhouState Key Laboratory of Bioactive Substances and Functions of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences & Peking Union Medical College, 2A Nanwei Road, Beijing 100050, China. zhouyue@imm.ac.cn.
Rugang ZhongBeijing Key Laboratory of Environmental & Viral Oncology, College of Life Science & Bioengineering, Beijing University of Technology, Beijing 100124, China. lifesci@bjut.edu.cn.
Yongzhen PengNational Engineering Laboratory for Advanced Municipal Wastewater Treatment & Reuse Technology, Engineering Research Center of Beijing, Beijing University of Technology, Beijing 100124, China. pyz@bjut.edu.cn.
Beijing University of Technology · CNChinese Academy of Medical Sciences & Peking Union Medical College · CN

Funding

Beijing Natural Science Foundation 7162015Beijing Natural Science Foundation 7184192Beijing Postdoctoral Research Foundation 2018-ZZ-022China Postdoctoral Science Foundation funded project 2017M620567Education Commission Science and Technology Project of Beijing Municipality PXM2015_014204_500175National Natural Science Foundation of China 21778011
6 · The paper itself

Abstract

O⁶-methylguanine-DNA methyltransferase (MGMT), a unique DNA repair enzyme, can confer resistance to DNA anticancer alkylating agents that modify the O⁶-position of guanine. Thus, inhibition of MGMT activity in tumors has a great interest for cancer researchers because it can significantly improve the anticancer efficacy of such alkylating agents. In this study, we performed a quantitative structure activity relationship (QSAR) and classification study based on a total of 134 base analogs related to their ED

Indexed as

Machine LearningQuantitative Structure-Activity RelationshipAlgorithmsAnimalsAntineoplastic Agents, AlkylatingApoptosisHumansLinear ModelsMethyltransferasesAntineoplastic Agents, AlkylatingMethyltransferasesanticancer alkylating agentsclassificationinhibitorsMGMTQSARresistance

Identifiers

PMID30404161
PMCPMC6278368
OpenAlexW2899881745

What OpenQuestion holds

Textmetadata
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.