ReviewNan fang yi ke da xue xue bao = Journal of Southern Medical University
[Insights into the occurrence and heterogeneity of gastric cancer from the perspective of clinical data integration].
Review in Nan fang yi ke da xue xue bao = Journal of Southern Medical University. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
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0 citing papers in PubMed.
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
From the perspective of clinical data integration, the authors systematically review recent advances in gastric cancer researches that integrate multi-omics technologies with clinical data. Gastric cancer is characterized by high incidence, high mortality, and significant heterogeneity, and this review analyzes the molecular classification system of gastric cancer and its driver genes by integrating multi-omics information-including genomics, transcriptomics, and proteomics-with clinical data, and further explores the mechanisms of interaction between cancer cells and stromal cells in the tumor microenvironment. On this basis, this review summarizes the clinical and molecular correlation patterns of different gastric cancer subtypes and constructs a comprehensive research framework that integrates clinical data, multi-omics networks, and the tumor microenvironment, thereby linking the mechanisms that drive the entire course of cancer progression from precancerous lesions to tumor advancement. This framework provides systematic theoretical support and a translational pathway for early prevention, screening, and precision diagnosis and treatment of gastric cancer, and contributes to the advancement of precision medicine in gastric cancer management.
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Registered trials
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.