Evidence map›Paper›PMID 31850068›Full record

ArticleFrontiers in genetics2019

Weighted Gene Co-Expression Network Analysis Identifies Critical Genes in the Development of Heart Failure After Acute Myocardial Infarction.

Xiaowei Niu, Jingjing Zhang, Lanlan Zhang, Yangfan Hou, Shuangshuang Pu, Aiai Chu, Ming Bai, Zheng Zhang

Open access · goldAbstract read
In one paragraph

Article in Frontiers in genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed, 1 pooled it
8.6field-weighted citation impact, top 1% 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

64 citing papers in PubMed, 1 synthesis or guideline pooled it, 110 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Unveiling the multifaceted roles of BCL3: biological functions and disease implications.Apoptosis : an international journal on programmed cell death · 2026
    Review
  4. Article
  5. Integrating network analysis and machine learning to elucidate chemical-induced pancreatic toxicity in zebrafish embryos.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Genetic variants and mRNA expression levels ofJournal of biomedical research · 2024
    Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

4 more citing papers are in PubMed but not listed here.

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

8 authors at 4 institutions in 1 country.

Xiaowei NiuHeart Center, The First Hospital of Lanzhou University, Lanzhou, China.
Jingjing ZhangDepartment of Internal Medicine, Baiyin Second People's Hospital, Baiyin, China.
Lanlan ZhangHeart Center, The First Hospital of Lanzhou University, Lanzhou, China.
Yangfan HouDepartment of Digestive, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Shuangshuang PuThe First School of Clinical Medicine, Lanzhou University, Lanzhou, China.
Aiai ChuDepartment of Cardiology, Gansu Provincial Hospital, Lanzhou, China.
Ming BaiHeart Center, The First Hospital of Lanzhou University, Lanzhou, China.
Zheng ZhangHeart Center, The First Hospital of Lanzhou University, Lanzhou, China.
First Hospital of Lanzhou University · CNGansu Provincial Hospital · CNLanzhou University · CNSecond Affiliated Hospital of Xi'an Jiaotong 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

acute myocardial infarctionheart failurehub genekey modulenon-coding RNAtranscriptional factorweighted gene co-expression network

Identifiers

PMID31850068
PMCPMC6889910
OpenAlexW2986956954

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.