ArticleClinical and experimental medicine2026
Comprehensive analysis of COLGALT1 in tumor microenvironment regulation and prognosis of clear cell renal cell carcinoma.
Article in Clinical and experimental medicine, 2026. 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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Collagen galactosyltransferase 1 (COLGALT1), a key enzyme involved in collagen post-translational modification, has been implicated in extracellular matrix remodeling across multiple cancer types, yet its prognostic significance and relationship with the tumor immune microenvironment in clear cell renal cell carcinoma (ccRCC) remain unclear. In this study, we analyzed multi-omics datasets from public repositories to assess COLGALT1 expression patterns, clinical relevance, and prognostic value in ccRCC. Quantitative real-time PCR was performed to validate its expression in renal cancer cell lines and normal renal tubular epithelial cells. Immune infiltration profiles were characterized using multiple computational algorithms, and a competing endogenous RNA network was constructed to explore regulatory mechanisms. Our results demonstrated that COLGALT1 expression was significantly upregulated in ccRCC at both mRNA and protein levels and was positively associated with the infiltration of monocytes, T helper 2 cells, macrophages, regulatory T cells, and natural killer cells. Notably, COLGALT1 expression correlated strongly with markers of M2 macrophages, suggesting a role in promoting an immunosuppressive tumor microenvironment. These findings identify COLGALT1 as a novel prognostic biomarker and potential therapeutic target in ccRCC, highlighting its contribution to extracellular matrix remodeling and immune regulation.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.