Evidence map›Paper›PMID 42792990›Full record

ArticleGenes2026

Multi-Omics and Machine Learning Identify Immune-Linked Gene Signatures for LUAD Stratification.

Rakesh Arya, Viplov Kumar Biswas, Hemlata Shakya, Moumita Majumdar, Jong-Joo Kim

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Genes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Rakesh AryaDepartment of Biotechnology, Yeungnam University, Gyeongsan 38541, Gyeongbuk, Republic of Korea.ORCID 0000-0003-2089-0891
Viplov Kumar BiswasDepartment of Veterinary & Biomedical Sciences, University of Minnesota at Twin Cities, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA.ORCID 0000-0003-3030-0242
Hemlata ShakyaDepartment of Biomedical Engineering, Shri G. S. Institute of Technology and Science, Indore 452003, Madhya Pradesh, India.ORCID 0000-0002-7314-7148
Moumita MajumdarCentre for Scientific Research and Development, People's University, Bhanpur, Bhopal 462037, Madhya Pradesh, India.ORCID 0000-0002-3914-5341
Jong-Joo KimDepartment of Biotechnology, Yeungnam University, Gyeongsan 38541, Gyeongbuk, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Adenocarcinoma of LungBiomarkers, TumorLung NeoplasmsMachine LearningComputational BiologyGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMultiomicsPrognosisTranscriptomeBiomarkers, TumorbiomarkersCPED1lung adenocarcinomaprognostic modelsingle-cell RNA sequencing

Identifiers

PMID42792990
PMCPMC13606826

What Socratic holds

Textmetadata
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.