Evidence map›Paper›PMID 41514669›Full record

ArticleCancers2026

Integrative Single-Cell and Machine Learning Analysis Identifies a Nucleotide Metabolism-Related Signature Predicting Prognosis and Immunotherapy Response in LUAD.

Shuai Zhao, Han Zhang, Qiuqiao Mu, Yuhang Jiang, Xiaojiang Zhao, Kai Wang, Ying Shi, Xin Li, Daqiang Sun

Abstract read
In one paragraph

Article in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

9 authors.

Shuai ZhaoTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Han ZhangTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.ORCID 0009-0009-8277-0546
Qiuqiao MuTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Yuhang JiangTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Xiaojiang ZhaoTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Kai WangTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Ying ShiTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.
Xin LiTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.ORCID 0009-0006-9139-195X
Daqiang SunTianjin Chest Hospital, Tianjin University, Tianjin 300072, China.ORCID 0009-0000-6602-357X

Funding

the Tianjin Health Research Project TJWJ2024QN063the Tianjin Key Medical Discipline (Specialty) Construction Project TJYXZDXK-018Athe Tianjin Municipal Health and Family Planning Science and Technology Project Key Discipline Special Fund TJWJXK016
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ENO1immunotherapyLUADmachine learningnucleotidescRNA-seq

Identifiers

PMID41514669
PMCPMC12784693

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.