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Background: Changes in Polyamine metabolism (PAM) have been shown to establish a suppressive tumor microenvironment (TME) and substantially influence the progression of cancer in the recent studies. However, newly emerging data have still been unable to fully illuminate the specific effects of PAM in human cancers. Here, we analyzed the expression profiles and clinical relevance of PAM genes in colorectal cancer (CRC).
Methods: Based on unsupervised consensus clustering and principal component analysis (PCA) algorithm, we designed a scoring model to evaluate the prognosis of CRC patients and characterize the TME immune profiles, with related independent immunohistochemical validation cohort. Through comparative profiling of cell communities defined by single cell sequencing data, we identified the distinct characteristics of polyamine metabolism in the TME of CRC.
Results: Three PAM patterns with distinct prognosis and TME features were recognized from 1224 CRC samples. Moreover, CRC patients could be divided into high- and low-PAMscore subgroups by PCA-based scoring system. High PAMscore subgroup were associated to more advanced stage, higher infiltration level of immunosuppressive cells, and unfavorable prognosis. These results were also validated in CRC samples from other public CRC datasets and our own cohort, which suggested PAM genes were ideal biomarkers for predicting CRC prognosis. Notably, PAMscore also corelated with microsatellite instability-high (MSI-H) status, higher tumor mutational burden (TMB), and increased immune checkpoint gene expression, implying a potential role of PAM genes in regulating response to immunotherapy. To further confirm above results, we demonstrated a high-resolution landscape of TME and cell-cell communication network in different PAM patterns using single cell sequencing data and found that polyamine metabolism affected the communication between cancer cells and several immune cells such as T cells, B cells and myeloid cells.
Conclusion: In total, our findings highlighted the significance of polyamine metabolism in shaping the TME and predicting the prognosis of CRC patients, providing novel strategies for immunotherapy and the targeting polyamine metabolites.
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http://dx.doi.org/10.1186/s12935-023-02892-z | DOI Listing |
Front Microbiol
August 2025
Hans Merensky Chair in Avocado Research, University of Pretoria, Pretoria, South Africa.
Phytophthora root rot caused by the hemibiotrophic oomycete, is a major biotic hindrance in meeting the ever-increasing demand for avocados. In addition, the pathogen is a global menace to agriculture, horticulture and forestry. Phosphite trunk injections and foliar sprays remain the most effective chemical management strategy used in commercial avocado orchards against the pathogen.
View Article and Find Full Text PDFBMC Plant Biol
September 2025
Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, 72388, Saudi Arabia.
Drought stress affects plant growth and production. To cope with drought stress, plants induced physiological and metabolic changes, serving as a protective approach under drought-stress conditions. The response to drought can vary based on plant type (C3 vs.
View Article and Find Full Text PDFPLoS One
September 2025
Nutrition Innovation Center, Standard Process Inc., Kannapolis, North Carolina, United States of America.
Polyamines (PAs), including spermidine, spermine and their precursor, putrescine, are ubiquitous molecules that are vital for a variety of physiological processes. Recently, PAs gained research attention because of their roles in promoting longevity and preventing age-related diseases. Circulating and tissue levels of PAs appear to decline with age, while higher intake of PAs in humans is correlated with better health during aging.
View Article and Find Full Text PDFAnim Sci J
September 2025
Department of Animal Science and Technology, National Taiwan University, Taipei, Taiwan.
Dietary n-6 and n-3 polyunsaturated fatty acid (PUFA) balance critically modulates various physiological processes, including inflammation and cell death. This study investigated the effects of different n-6 PUFA ratios (1:1, 5:1, 10:1, 20:1) on ferroptosis in porcine IPEC-J2 intestinal epithelial cells. Cells treated with varying PUFA ratios showed a significant reduction in cell viability, which was alleviated by the ferroptosis inhibitor ferrostatin-1 (fer-1).
View Article and Find Full Text PDFJ Cancer Res Clin Oncol
September 2025
Drug Inspection Laboratory, Jingzhou Institute for Food and Drug Control, Jingzhou, 434000, China.
Objective: Dipeptidyl peptidase 9 (DPP9) not only regulates tumor progression and drug sensitivity, but also modifies oxidative stress mediated ferroptosis. This study aimed to investigate the effect of DPP9 inhibition on sorafenib sensitivity and its interaction with ferroptosis in hepatocellular carcinoma (HCC).
Methods: Two HCC cell lines (Huh7 and MHCC-97H) were transfected with DPP9 siRNA, followed by detection of reactive oxygen species (ROS), ferrous iron (Fe), malondialdehyde (MDA), and ferroptosis-related proteins, and treated by 0-16 μM sorafenib to calculate half-maximal inhibitory concentration (IC) for sensitivity assessment.