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CRC samples for FOLFOX therapy prediction

ABSTRACT: The aim of this study is to identify responders to FOLFOX therapy by applying the Random Forests (RF) algorithm to gene expression data. Eighty-three unresectable colorectal cancer (CRC) patients including 42 responders and 41 non-responders were divided into training (54 patients) and test (29 patients) sets.

ORGANISM(S): Homo sapiens

PROVIDER: GSE28702 | GEO | 2011/11/21

SECONDARY ACCESSION(S): PRJNA138919

REPOSITORIES: GEO

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CRC samples for FOLFOX therapy prediction

Project description:The aim of this study is to identify responders to FOLFOX therapy by applying the Random Forests (RF) algorithm to gene expression data. Eighty-three unresectable colorectal cancer (CRC) patients including 42 responders and 41 non-responders were divided into training (54 patients) and test (29 patients) sets. Samples were divided (approximately 2:1 ratio) into training and test sets. As a result, 54 of 83 samples obtained in the first half of this period were selected for the training set, and the remaining 29 samples in the latter half were selected as the test set.

2011-11-21 | E-GEOD-28702 | biostudies-arrayexpress

Prediction of response to FOLFOX

2013-01-03 | GSE19860 | GEO

Prediction of response to FOLFOX

Project description:The patients who underwent surgery for primary lesions were examined. All patients had metastatic or recurrent CRC and received modified FOLFOX6. Responders and nonresponders were determined based on the best observed response at the end of the first-line treatment, mFOLFOX6. Gene-expression profiles of primary CRC were determined using Human Genome GeneChip arrays U133. Colorectal cancer patients who had undergone surgical resection of colorectal cancer were studied. To identify molecular signatures to predict response to mFOLFOX6 regimen, gene expression profiles were compared between Reponder and Non-responder. Some patients are overlapped with Bevacizumab therapy.

2013-01-03 | E-GEOD-19860 | biostudies-arrayexpress

Exploring MicroRNA Patterns as Biomarkers of FOLFOX Chemotherapy-Induced Peripheral Neuropathy in Patients with Colorectal Cancer

Project description:This study aimed to identify potential miRNA-based biomarkers that can predict FOLFOX-CIPN symptoms. High throughput microRNA sequencing was performed on the RNA circulating in the plasma of eight patients with CRC who underwent FOLFOX chemotherapy. miRNA expression profiles were evaluated according to two groups: those who underwent ≤three cycles and those who underwent ≥six cycles of FOLFOX chemotherapy.

2024-03-06 | GSE260661 | GEO

Single-Cell Analysis Reveals Cellular Reprogramming in Advanced Colon Cancer Following FOLFOX-Bevacizumab Treatment

Project description:The combination of FOLFOX and bevacizumab (FOLFOX-Bev) is a promising treatment for advanced colorectal cancer (CRC). To gain insights into the cellular changes associated with FOLFOX-Bev treatment, we conducted single-cell transcriptomic analysis of CRC samples derived from a patient before and after treatment. Our results show that cancer cells with high proliferative, metastatic, and pro-angiogenic properties respond better to FOLFOX-Bev treatment. Moreover, FOLFOX-Bev enhances CD8+ T cell cytotoxicity, thereby boosting the anti-tumor immune response. Conversely, FOLFOX-Bev impairs the functionality of tumor-associated macrophages, plasma cells, and cancer-associated fibroblasts, leading to a decrease in VEGFB-mediated angiogenesis. Furthermore, FOLFOX-Bev treatment reset intercellular communication, which could potentially affect the function of non-cancer cells. Our findings provide valuable insights into the molecular mechanisms underlying the response of advanced CRC to FOLFOX-Bev treatment and highlight potential targets for improving the efficacy of this treatment strategy.

2023-07-20 | GSE232525 | GEO

Global proteome changes in liver tissue 6 weeks after FOLFOX treatment of colorectal cancer liver metastases.

Project description:Study: Oxaliplatin-based chemotherapy for colorectal liver metastasis is associated with sinusoidal injury of liver parenchyma and may result in increased morbidity after liver surgery. Preclinical and human liver parenchyma studies have proposed several pathways of oxaliplatin-induced injury, but the effects on protein level remains unknown. Protein expression in liver tissue from eight patients treated with FOLFOX and seven controls without treatment was analyzed by label-free liquid chromatography mass spectrometry. Conclusion: Six weeks after FOLFOX treatment less than 1% of identified proteins showed changes in expression. The changes were associated with DNA replication, cell cycle entry and innate immune response. We hypothesize that the changes are residual after recovery from FOLFOX treatment injury.

2016-12-14 | PXD001889 | Pride

FBXW4 acts as a protector of FOLFOX-based Chemotherapy in Metastatic Colorectal Cancer Identified by Co-expression network analysis

Project description:To measure global gene expression in primary metastatic colorectal cancer patients who have undergone fluorouracil, leucovorin and oxaliplatin (FOLFOX) chemotherapy and screen valuable biomarkers to predict the effects of chemotherapy. Samples from primary metastatic colorectal cancer patients were collected. The effects of chemotherapy were evaluated.

2020-01-28 | GSE138912 | GEO

Prognosis of Stage III Colorectal Carcinomas with FOLFOX Adjuvant Chemotherapy can be Predicted by Molecular Subtype

Project description:Comparison the mRNA expression profiles of 101 CRC tissues to those from matched 35 non-neoplastic colon mucosal tissues from patients with stage III CRCs treated with FOLFOX adjuvant chemotherapy in each molecular subtype. Gene expression–based subtyping is widely accepted as a relevant source of disease stratification. Results provide important information of molecular marker genes for molecular classification.

2017-05-31 | GSE83889 | GEO

Integrated proteomics and phosphoproteomics revealed druggable kinases in neoadjuvant chemotherapy resistant tongue cancer

Project description:Tongue squamous cell carcinoma is characterised by poor prognosis and high metastatic events. Patients with unresectable tumors are benefiting from neoadjuvant chemotherapy (NACT) which surgical resection, and controls distant metastasis, and locoregional recurrence. However, resistance to NACT limit the success of the treatment regimen. In this study, we investigated the altered proteome and phosphoproteome of NACT resistant and sensitive cohort using Mass spectrometry-based proteomics. We carried out proteomic as well as phosphoproteomic analysis of treatment naïve tongue cancer patients whose response to NACT is recorded. Proteomic analysis revealed distinct protein expression between the responders and non-responders. The Phosphoproteomic analysis revealed kinases and the pathways associated with NACT resistance in tongue cancer.

2023-03-11 | PXD037356 | Pride

Proteomic profiling of chemotherapy responses in FOLFOX-resistant colorectal cancer cells

Project description:we aim to compare the difference of chemotherapy responses between FOLFOX-resistant and wild type colorectal cancer cells for suggesting novel treatment targets.

2023-07-20 | PXD042136 | Pride

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