Gene expression profile of tumor-associated macrophages in human colorectal liver metastasis (CLM)
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA543324 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:The immune landscape impacts outcome and therapeutic response in many tumor types, including colorectal liver metastases (CLM). It has long been known that in vitro polarized macrophages differ in morphology. Here we tested the hypothesis that morphology of tumor-associated macrophages (TAMs) in CLM represents a correlate of function with prognostic significance. Density and morphological metrics (area and perimeter) of TAMs were measured and correlated with clinic-pathological prognostic variables. While density of TAMs did not correlate with survival of CLM patients, cell area identified small and large macrophages that associated with 5-year disease-free survival rate of 27.8% and 0.2% respectively (P<0.001). RNA sequencing of morphologically distinct macrophages identified LXR/RXR as the most enriched pathway in large macrophages and upregulation of genes involved in cholesterol metabolism, phagocytosis and downregulation of the inflammatory program. These results support that accurate, morphometric characterization can serve as a simple readout of TAM diversity with prognostic significance.
2020-08-05 | GSE131353 | GEO
Project description:PURPOSE: We sought to identify genes of clinical significance to predict survival and the risk for colorectal liver metastasis (CLM), the most common site of metastasis from colorectal cancer (CRC). PATIENTS AND METHODS: We profiled gene expression in 31 specimens from primary CRC and 32 unmatched specimens of CLM, and performed Significance Analysis of Microarrays (SAM) of the expressed genes between these two groups. To characterize the clinical relevance of two highly-ranked differentially expressed signature genes, we analyzed the expression of secreted phosphoprotein 1 (SPP1 or osteopontin) and lymphoid enhancer factor-1 (LEF1) by immunohistochemistry using a tissue microarray (TMA) representing an independent set of 154 patients with primary CRC. Supervised analysis using SAM identified 963 genes with significantly higher expression in CLM compared to primary CRC, with a false discovery rate of <0.5%. TMA analysis showed SPP1 and LEF1 protein overexpression in 60% and 44% of CRC cases, respectively. Subsequent occurrence of CLM was significantly correlated with the overexpression of LEF1 (chi-square p = 0.035), but not SPP1 (p = 0.14). Kaplan Meier analysis revealed significantly worse survival in patients with overexpression of LEF1 (p < 0.01), but not SPP1 (p = 0.11). Both univariate and multivariate analyses identified stage (p < 0.0001) and LEF1 overexpression (p < 0.05) as important prognostic markers, but not tumor grade or SPP1. CONCLUSION: Among signature genes differentially expressed between CLM and primary CRC, we demonstrate overexpression of LEF1 in primary CRC to be a prognostic factor for poor survival and increased risk for liver metastasis. cDNA microarrays from the Stanford Functional Genomics Facility were used to perform mRNA transcript profiling of 31 freshly-frozen primary colorectal cancer specimens, and compared to published profiles of 32 unmatched colorectal liver metastases and 12 normal liver specimens.
2011-03-22 | E-GEOD-22834 | biostudies-arrayexpress
Project description:PURPOSE: We sought to identify genes of clinical significance to predict survival and the risk for colorectal liver metastasis (CLM), the most common site of metastasis from colorectal cancer (CRC). PATIENTS AND METHODS: We profiled gene expression in 31 specimens from primary CRC and 32 unmatched specimens of CLM, and performed Significance Analysis of Microarrays (SAM) of the expressed genes between these two groups. To characterize the clinical relevance of two highly-ranked differentially expressed signature genes, we analyzed the expression of secreted phosphoprotein 1 (SPP1 or osteopontin) and lymphoid enhancer factor-1 (LEF1) by immunohistochemistry using a tissue microarray (TMA) representing an independent set of 154 patients with primary CRC. Supervised analysis using SAM identified 963 genes with significantly higher expression in CLM compared to primary CRC, with a false discovery rate of <0.5%. TMA analysis showed SPP1 and LEF1 protein overexpression in 60% and 44% of CRC cases, respectively. Subsequent occurrence of CLM was significantly correlated with the overexpression of LEF1 (chi-square p = 0.035), but not SPP1 (p = 0.14). Kaplan Meier analysis revealed significantly worse survival in patients with overexpression of LEF1 (p < 0.01), but not SPP1 (p = 0.11). Both univariate and multivariate analyses identified stage (p < 0.0001) and LEF1 overexpression (p < 0.05) as important prognostic markers, but not tumor grade or SPP1. CONCLUSION: Among signature genes differentially expressed between CLM and primary CRC, we demonstrate overexpression of LEF1 in primary CRC to be a prognostic factor for poor survival and increased risk for liver metastasis.
2011-03-22 | GSE22834 | GEO
Project description:Expression profiles of colorectal liver metastasis samples collected from Paul Brousse Hospital (France) and University Hospital Utrecht (The Netherlands). Patients are divided into a high-risk (DFS < 1 year) and a low-risk group (DFS < 1 year).
2012-11-29 | E-TABM-1112 | biostudies-arrayexpress
Project description:The study identifies a set of genes through functional selection in an orthotopic colorectal cancer mouse model that play an important role in mediating colorectal cancer liver metastasis. We look at the gene profiling of metastatic colorectal cancer cells (L1 and L2) and non-mestastatic colorectal cancer cells (sw620 and sw480) using Affymetrix U133A oligonucleotide arrays. 4 samples (each with triplicates) were analyzed. Genes with a fold-change ≥2 (P<0.05) were selected.
2011-12-31 | E-GEOD-30687 | biostudies-arrayexpress
Project description:Liver metastasis is one of the major causes of death in colorectal cancer (CRC) patients. To understand this process, we investigated whether the gene expression profiling of matched colorectal carcinomas and liver metastases could reveal key molecular events involved in tumor progression and metastasis. We performed experiments using a cDNA microarray containing 17,104 genes with the following tissue samples: paired tissues of 25 normal colorectal mucosa, 27 primary colorectal tumors, 13 normal liver and 27 liver metastasis, and 20 primary colorectal tumors without liver metastasis. To remove the effect of normal cell contamination, we selected 4,583 organ-specific genes with a false discovery rate (FDR) of 0.0067% by comparing normal colon and liver tissues using significant analysis of microarray, and these genes were excluded from further analysis. We then identified and validated 46 liver metastasis-specific genes with an accuracy of 83.3% by comparing the expression of paired primary colorectal tumors and liver metastases using prediction analysis of microarray. The 46 selected genes contained several known oncogenes and 2 ESTs. To confirm that the results correlated with the microarray expression patterns, we performed RT-PCR with WNT5A and carbonic anhydrase II. Additionally, we observed that 21 of the 46 genes were differentially expressed (FDR = 2.27%) in primary tumors with synchronous liver metastasis compared with primary tumors without liver metastasis. We scanned the human genome using a cDNA microarray and identified 46 genes that may play an important role in the progression of liver metastasis in CRC. Keywords: gene expression profiling using cDNA microarray We performed 17K cDNA microarray with the amplified RNAs from the following tissue samples: normal colorectal mucosa, primary colorectal tumors, normal liver and liver metastasis tumors, and primary colorectal tumors without liver metastasis. Organ-specific genes in normal colon and liver tissues were excluded from the pre-filtered genes, and then we discovered and validated liver metastasis-specific genes commonly up-regulated in the primary colorectal tumors and liver metastasis tumors. To confirm the microarray data, we performed a RT-PCR of two genes (WNT5A and carbonic anhydrase II) in the primary colorectal tumors with and without liver metastases.
2008-01-31 | E-GEOD-6988 | biostudies-arrayexpress
Project description:The study identifies a set of genes through functional selection in an orthotopic colorectal cancer mouse model that play an important role in mediating colorectal cancer liver metastasis. We look at the gene profiling of metastatic colorectal cancer cells (L1 and L2) and non-mestastatic colorectal cancer cells (sw620 and sw480) using Affymetrix U133A oligonucleotide arrays.
2011-12-31 | GSE30687 | GEO
Project description:More than 50% of all patients with colorectal cancer (CRC) develop liver metastasis (CLM) that are characterized by poor prognosis and lack of reliable prognostic markers. Vd1 T cells are gd T innate-like lymphocytes endowed with a broad array of antitumor functions at peripheral tissues, but little is known about their impact in the pathophysiology of CLM. We assessed the phenotype and functions by flow cytometry, clonotype by gdTCR-sequencing, transcriptional profiles by single cell RNA-sequencing and clinical impact of human Vd1 T cells isolated from peripheral blood (PB), tumor-free liver parenchyma surrounding CLM (TFLP) and metastatic tumor (MT) from a large cohort of CLM patients. We show here that CLM tissue is highly enriched of CD69+ Vd1 T effector (TEF) cells in the TFLP area. These cells have a peculiar phenotype, high anti-tumour potential and correlate with a better clinical outcome in terms of lower numbers of liver metastatic lesions and longer overall survival (OS). Moreover, the specific terminally differentiated (TEMRA) CD69+ Vd1 cells can egress CLM tissue to re-circulate in the bloodstream, where they retains high effector functions and show phenotypic/transcriptional and gdTCR profiles that resemble their liver origin. Importantly, high frequencies of CD69+TEMRA Vd1 cells in PB predict a longer OS of CLM patients that is not affected by the neo-adjuvant chemotherapy/immunotherapy regimens administered to CLM patients. The presence at high frequencies of liver memory CD69+TEMRA Vd1 cells in CLM homing to PB represents a new important target to better predict CLM clinical outcomes and to develop novel protocols of adoptive cell transfer therapies.
2023-10-03 | GSE159051 | GEO
Project description:The purpose of this study is to identify miRNAs involved in the pathology of colorectal cancer (CRC) liver metastasis and investigate their underlying mechanisms. A total of 39 miRNAs were identified to be differentially expressed between 16 primary CRC tissues with liver metastases and 16 CRC tissues without liver metastases from 32 patients by Affymetric miRNA microarrays. 16 coloretcal cancer tissues with liver metastasis and 16 colorectal cancer tissues without liver metastasis were included in this study for RNA extraction and hybridization on Affymetrix microarrays. We sought to identify the differentially expressed miRNAs between colorectal cancer tissues with and without liver metastasis.
2013-12-10 | E-GEOD-53159 | biostudies-arrayexpress
Project description:Eicosapentaenoic acid in its free fatty acid form (EPA-FFA), 2g daily, is safe and well-tolerated in patients undergoing liver resection surgery for colorectal liver metastasis.Oral EPA incorporates into colorectal liver metastasis tissue. EPA-FFA treatment is associated with reduced vascularity of liver metastases in Ï-3 PUFA-naïve patients. Preoperative (median 30 days) EPA-FFA treatment may have prolonged benefit on postoperative overall and disease-free survival. We used whole genome expression array to study whether systemic CCL2 level changes were linked to a specific tumour gene expression profile in colorectal liver metastasis patients treated with EPA-FFA. 15 tumour RNA samples from colorectal liver metastasis patients treated with EPA-FFA during the EMT study (ClinicalTrials.gov NCT01070355) were extracted from formalin-fixed paraffin-wax embedded tissue blocks. The RNA samples were used for whole genome expression microarray experiments. We then performed a differential gene expression analysis to compare the tumour expression profile of patients with increased or decreased plasma CCL2 levels after intervention.
2016-03-16 | E-GEOD-79266 | biostudies-arrayexpress