Identification of BGN positive fibroblasts as a driving factor for colorectal cancer and development of its related prognostic model combined with machine learning.

BACKGROUND: Numerous studies have indicated that cancer-associated fibroblasts (CAFs) play a crucial role in the progression of colorectal cancer (CRC). However, there are still many unknowns regarding the exact role of CAF subtypes in CRC. METHODS: The data for this study were obtained from bulk, single-cell, and spatial transcriptomic sequencing data. Bioinformatics analysis, in vitro experiments, and machine learning methods were employed to investigate the functional characteristics of CAF subtypes and construct prognostic models. RESULTS: Our study demonstrates that Biglycan (BGN) positive cancer-associated fibroblasts (BGN + Fib) serve as a driver in colorectal cancer (CRC). The proportion of BGN + Fib increases gradually with the progression of CRC, and high infiltration of BGN + Fib is associated with poor prognosis in terms of overall survival (OS) and recurrence-free survival (RFS) in CRC. Downregulation of BGN expression in cancer-associated fibroblasts (CAFs) significantly reduces migration and proliferation of CRC cells. Among 101 combinations of 10 machine learning algorithms, the StepCox[both] + plsRcox combination was utilized to develop a BGN + Fib derived risk signature (BGNFRS). BGNFRS was identified as an independent adverse prognostic factor for CRC OS and RFS, outperforming 92 previously published risk signatures. A Nomogram model constructed based on BGNFRS and clinical-pathological features proved to be a valuable tool for predicting CRC prognosis. CONCLUSION: In summary, our study identified BGN + Fib as drivers of CRC, and the derived BGNFRS was effective in predicting the OS and RFS of CRC patients.

Selumetinib overcomes ITGA2-induced 5-fluorouracil resistance in colorectal cancer.

BACKGROUND: Colorectal cancer (CRC) is the third most malignant tumor in the world. 5-fluorouracil (5­FU) -based chemotherapy is the first-line chemotherapy scheme for CRC, whereas acquired drug resistance poses a huge obstacle to curing CRC patients and the mechanism is still obscure. Therefore, identification of genes associated with 5­FU chemotherapy and seeking second-line treatment are necessary means to improve survival and prognosis of patients with CRC. METHODS: The Cancer Therapeutics Response Portal (CTRP) database and Genomics of Drug Sensitivity in Cancer (GDSC) database were used to identify CRC-related genes and potential second-line therapies for 5-FU-resistant CRC. The single-cell RNA sequencing data for CRC tissues were obtained from a GEO dataset. The relationship between ITGA2 and 5-FU-resistant was investigated in vitro and in vivo models. RESULTS: ACOX1 and ITGA2 were identified as risk biomarkers associated with 5-FU-resistance. We developed a risk signature, consisting of ACOX1 and ITGA2, that was able to distinguish well between 5-FU-resistance and 5-FU-sensitive. The single-cell sequencing data showed that ITGA2 was mainly enriched in malignant cells. ITGA2 was negatively correlated with IC50 values of most small molecule inhibitors, of which selumetinib had the highest negative correlation. Finally, knocking down ITGA2 can make 5-FU-resistant CRC cells sensitive to 5-FU and combining with selumetinib can improve the therapeutic effect of 5-FU resistant cells. CONCLUSION: In summary, our findings demonstrated the critical role of ITGA2 in enhancing chemotherapy resistance in CRC cells and suggested that selumetinib can restore the sensitivity of chemotherapy-resistant CRC cells to 5-FU by inhibiting ITGA2 expression.

Protective effects of recombinant human brain natriuretic peptide against LPS-Induced acute lung injury in dogs.

BACKGROUND: Acute lung injury (ALI) is a common component of systemic inflammatory disease without more effective treatments. However, recent studies have demonstrated that the recombinant human brain natriuretic peptide (rhBNP) has anti-inflammatory effects. Therefore, we found that rhBNP could prevent lipopolysaccharide (LPS)-induced acute lung injury in a dog model. METHODS: Dogs were injected with LPS and subjected to continuous intravenous infusion (CIV) of saline solution or rhBNP. We detected the protective effects of rhBNP by histological examination and determination of serum cytokine levels and lung myeloperoxidase (MPO) activity and malondialdehyde (MDA) activity. Histological examination indicated marked inflammation, edema and hemorrhage in lung tissue taken 12h after rhBNP treatment compared with tissue from dogs which received saline treatment after LPS injection. LPS injection induced cytokine (IL-6 and TNF-α) secretion and lung MPO and MDA activities, which were also attenuated by rhBNP treatment. RESULTS: Inductions of IL-6 and TNF-α were significantly attenuated in the L-rhBNP and the H-rhBNP groups. The ratios of the L-rhBNP group and H-rhBNP group were lower than that in the lung injury group. Furthermore, MPO and MDA activities were significantly lower in the H-rhBNP group compared to those in the LI group. CONCLUSION: Our data indicate that rhBNP treatment may exert protective effects and may be associated with adjusting endogenous antioxidant enzymes. Thus, rhBNP may be considered as a therapeutic agent for various clinical conditions involving lung injury by sepsis.