Evidence map›Paper›PMID 35836576›Full record

ArticleFrontiers in genetics2022

Machine Learning Screens Potential Drugs Targeting a Prognostic Gene Signature Associated With Proliferation in Hepatocellular Carcinoma.

Jun Liu, Jianjun Lu, Wenli Li, Wenjie Mao, Yamin Lu

Open access · goldAbstract read
In one paragraph

Article in Frontiers in genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.8field-weighted citation impact, top 28% 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

7 citing papers in PubMed, 5 citations in OpenAlex.

  1. Chaperonin in health and disease.Molecular biomedicine · 2026
    Review
  2. Article
  3. [Expression of YARS1 in hepatocellular carcinoma and its prognostic effect].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. [Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2023
    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 3 institutions in 1 country.

Jun LiuDepartment of Clinical Laboratory, Yue Bei People's Hospital, Shantou University Medical College, Shaoguan, China.
Jianjun LuDepartment of Medical Affairs, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Wenli LiReproductive Medicine Center, Yue Bei People's Hospital, Shantou University Medical College, Shaoguan, China.
Wenjie MaoEmergency Department, Yue Bei People's Hospital, Shantou University Medical College, Shaoguan, China.
Yamin LuDepartment of Clinical Laboratory, Yue Bei People's Hospital, Shantou University Medical College, Shaoguan, China.
Shantou University Medical College · CNYue Bei People's Hospital · CNSun Yat-sen University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

antitumor drugsgene signaturehepatocellular carcinomaimmune checkpoint inhibitorsproliferation

Identifiers

PMID35836576
PMCPMC9273781
OpenAlexW4283651081

What Socratic 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 Socratic graph.