ABSTRACT: Development of colorectal cancer gene expression signatures from expression profiles of embryonic development, precancer progression and cancer samples
Project description:Development of colorectal cancer miRNA expression signatures from expression profiles of embryonic development, precancer progression and cancer samples
Project description:To further development of our gene expression signature for survival prediction, we conducted expression profiles of embryonic development, precancer progression and cancer samples.
Project description:To further development of our gene expression signature for survival prediction, we conducted expression profiles of embryonic development, precancer progression and cancer samples.
Project description:Goal of the experiment: To identify transcriptional patterns across tumors from colorectal cancer murine models and normal mouse colon samples at different developmental stages. Experiment description: Colorectal cancer (CRC) results from multiple genetic and epigenetic events that produce variable histologies and clinical outcomes. To identify gene regulatory programs that underlie colon tumorigenesis, we profiled gene expression in 39 mouse colon tumors from four independent mouse models and compared this to mouse colon embryonic development, as well as with 100 human colon carcinomas. Here, we report a striking recapitulation of embryonic patterns of gene expression in both mouse and human colon tumors. All four of the mouse colon tumor models exhibited large-scale activation of embryonic gene expression signatures. The two nuclear beta-catenin-positive mouse tumors (azoxymethane-treated [AOM] and ApcMin/+), exhibited strong activation of genes characteristic of those expressed in the earliest embryonic stages, while tumors from two other models (Smad3-/- and Tgfb1-/- x Rag2-/-) exhibited lower activation of early stage-specific genes but substantial expression of general embryonic colon genes. Human colon cancer cases over-expressed genes characteristic of both early and late embryonic stages. Examining tumor gene expression through the lens of development has revealed an extensive network of therapeutic targets for cancer control. Keywords: Tumors from four murine models of colorectal cancer and normal mouse colon samples at different developmental stages
Project description:Goal of the experiment: To identify transcriptional patterns across tumors from colorectal cancer murine models and normal mouse colon samples at different developmental stages. Experiment description: Colorectal cancer (CRC) results from multiple genetic and epigenetic events that produce variable histologies and clinical outcomes. To identify gene regulatory programs that underlie colon tumorigenesis, we profiled gene expression in 39 mouse colon tumors from four independent mouse models and compared this to mouse colon embryonic development, as well as with 100 human colon carcinomas. Here, we report a striking recapitulation of embryonic patterns of gene expression in both mouse and human colon tumors. All four of the mouse colon tumor models exhibited large-scale activation of embryonic gene expression signatures. The two nuclear beta-catenin-positive mouse tumors (azoxymethane-treated [AOM] and ApcMin/+), exhibited strong activation of genes characteristic of those expressed in the earliest embryonic stages, while tumors from two other models (Smad3-/- and Tgfb1-/- x Rag2-/-) exhibited lower activation of early stage-specific genes but substantial expression of general embryonic colon genes. Human colon cancer cases over-expressed genes characteristic of both early and late embryonic stages. Examining tumor gene expression through the lens of development has revealed an extensive network of therapeutic targets for cancer control. Keywords: Tumors from four murine models of colorectal cancer and normal mouse colon samples at different developmental stages
Project description:Goal of the experiment: To identify and understand the overall transcriptional programming of human colorectal cancer tumors by evaluating gene expression profiles of tumors from four murine models, and comparing and contrasting these to the developing stages of the mouse embryonic colon. Experiment description: Colorectal cancer results from multiple genetic and epigenetic events that produce variable histologies and clinical outcomes. To identify gene regulatory programs that underlie colon tumorigenesis, we profiled gene expression in 39 mouse colon tumors from four independent mouse models and compared this to mouse colon embryonic development, as well as with 100 human colon carcinomas. Here, we report a striking recapitulation of embryonic patterns of gene expression in both mouse and human colon tumors. All four of the mouse colon tumor models exhibited large-scale activation of embryonic gene expression signatures. The two nuclear beta-catenin-positive mouse tumors (azoxymethane-treated [AOM] and ApcMin/+), exhibited strong activation of genes characteristic of those expressed in the earliest embryonic stages, while tumors from two other models (Smad3-/- and Tgfb1-/- x Rag2-/-) exhibited lower activation of early stage-specific genes but substantial expression of general embryonic colon genes. Human colon cancer cases over-expressed genes characteristic of both early and late embryonic stages. Examining tumor gene expression through the lens of development has revealed an extensive network of therapeutic targets for cancer control. Experiment Overall Design: Transcriptional signatures across human colorectal carcinomas and normal human colon tissue samples were evaluated by referencing all the samples to the median gene expression value across all the samples. A second complementary strategy compared the gene expression levels of the tumors to those of normal adult colon. Experiment Overall Design: Values were transformed from a log base 2 to linear values. Each measurement was divided by the 50.0th percentile of all measurements in that sample. Each gene was divided by the median of its measurements in all samples. If the median of the raw values was below 10 then each measurement for that gene was divided by 10 if the numerator was above 10, otherwise the measurement was thrown out.
Project description:This was a hypothesis generating experiment to look at miR expression in a range of oral keratinocytes, including normal, precancer and oral cancer samples. The cells were cultures as per standard protocols (duplicate cultures) before assessment on the Affy miRNA array (1.0) one normal oral keratinocyte, one precancer, and 2 cancer samples, all in duplicate
Project description:Goal of the experiment: To identify and understand the overall transcriptional programming of human colorectal cancer tumors by evaluating gene expression profiles of tumors from four murine models, and comparing and contrasting these to the developing stages of the mouse embryonic colon. Experiment description: Colorectal cancer results from multiple genetic and epigenetic events that produce variable histologies and clinical outcomes. To identify gene regulatory programs that underlie colon tumorigenesis, we profiled gene expression in 39 mouse colon tumors from four independent mouse models and compared this to mouse colon embryonic development, as well as with 100 human colon carcinomas. Here, we report a striking recapitulation of embryonic patterns of gene expression in both mouse and human colon tumors. All four of the mouse colon tumor models exhibited large-scale activation of embryonic gene expression signatures. The two nuclear beta-catenin-positive mouse tumors (azoxymethane-treated [AOM] and ApcMin/+), exhibited strong activation of genes characteristic of those expressed in the earliest embryonic stages, while tumors from two other models (Smad3-/- and Tgfb1-/- x Rag2-/-) exhibited lower activation of early stage-specific genes but substantial expression of general embryonic colon genes. Human colon cancer cases over-expressed genes characteristic of both early and late embryonic stages. Examining tumor gene expression through the lens of development has revealed an extensive network of therapeutic targets for cancer control. Keywords: Colorectal cancer, tumor, animal models, development, comparative genomics, orthologenome
Project description:The aim of this study is to identify prognostic gene expression signatures associated with two molecularly distinct subtypes of colorectal cancer. Samples were taken from colorectal cancers in surgically resected specimens in 96 colorectal cancer patients. The expression profiles were determined using Affymetrix Human Genome U133Plus 2.0 arrays. This is a test set for validation of prognostic gene expression signature that was developed from GSE14333. All data were normalized by using the RMA method (affy package in R/Bioconductor).
Project description:For the understanding intrinsic cancer cell signatures and the surrounding microenviroment, we provide single-cell 3' RNA sequencing dataon 63,689 cells from 23 CRC patients with 23 primary colorectal cancer and 10 matched normal mucosa samples. Analysis of primary colorectal cancer and normal mucosa samples depicts a comprehensive cellular landscape of colorectal cancer and potential cellular interaction, which would be a valuable resource for the development of therapeutic strategies.