Barely Significant
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Integrated machine learning survival framework develops a prognostic model based on macrophage-related genes and programmed cell death signatures in a multi-sample Kidney renal clear cell carcinoma.

Cell Biol Toxicol · 2025 · PMC12125160 · PMID 40447904

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showed a trendno p-value reported
2 B-C, showing that MacPCD had higher expression in the immunotherapy response group, and its expression showed a trend of decrease after treatment., Interestingly, there was a significant negative correlation between MacPCD expression and CD274.

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an increasing trendno p-value reported
The trajectory analysis results showed that in the M0 subtype, ACSL1 and BNP3L showed an increasing trend with cell growth and differentiation, while SLC25A37 was mainly expressed in the middle stage of cell differentiation, and the expression level was low in the late stage.

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