Transcriptomic response to calcium in normal colon organoids is impacted by colon location and sex
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PROVIDER: PRJNA803508 | ENA |
REPOSITORIES: ENA
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Project description:Here, we used bulk RNA-seq data derived from healthy colon organoids exposed to two differing calcium concentrations. Through the use of external single cell RNA-seq data, we estimate changes in cell composition and gene expression brought about by high calcium conditions and relate those effects to colorectal cancer.
2022-10-12 | GSE196168 | GEO
Project description:Observational studies indicate that calcium supplementation may protect against colorectal cancer. Stratified analyses suggest that this protective effect may differ based on anatomic subsite and sex, but these hypotheses have been difficult to test experimentally. Here, we exposed 36 patient-derived organoid lines derived from normal colon biopsies (21 right colons, 15 left colons) of unrelated subjects (18 female, 18 male) to moderate (1.66 mmol/L) or high (5.0 mmol/L) concentrations of calcium for 72 hours. We performed bulk RNA-sequencing to measure gene expression, and cell composition was inferred using single-cell deconvolution in CIBERSORTx. We tested for significant differences in gene expression using generalized linear models in DESeq2. Exposure to higher levels of calcium was associated with changes in cell composition (P < 0.05), most notably increased goblet and reduced stem cell populations, and differential expression of 485 genes (FDR < 0.05). We found that 40 of these differentially expressed genes mapped to genomic loci identified through colorectal cancer genome-wide association studies, suggesting a potential biologic overlap between calcium supplementation and inherited colorectal cancer risk. Stratified analyses identified more differentially expressed genes in colon organoids derived from right sided colon and male subjects than those derived from left sided colon and female subjects. We confirmed the presence of a stronger right-sided effect for one of these genes, HSD17B2 using qPCR in a subset of matched right and left colon organoids (n = 4). By relating our findings to genetic data, we provide new insights into how nutritional and genetic factors may interact to influence colorectal cancer risk.Prevention relevanceA chemopreventive role for calcium in colorectal cancer is still unclear. Here, we identify mechanisms through which calcium supplementation may reduce risk. Calcium supplementation increased differentiation and altered expression of colorectal cancer-related genes in a large study of patient-derived colon organoids. These findings were influenced by colon location and sex.
| S-EPMC9530641 | biostudies-literature
Project description:Ethanol exposure drives colon location-specific cell composition changes in a normal colon crypt 3D organoid model
| PRJNA630954 | ENA
Project description:Purpose: Over the past few years, the distinction between left- and right-sided colon cancer has been brought into focus. Right-sided tumor location was associated with an inferior overall survival and progression-free survival. We aimed to perform a detailed analysis of the diversity in exosomes between left- and right-sided colon cancer using quantitative proteomics. Experimental Design: We isolated exosomes from left- and right-sided colon cancer patients and healthy volunteers and treated colorectal cancer cell line with serum-derived exosomes. Then we performed quantitative proteomics analysis of the serum-derived exosomes and cell line treated with exosomes, respectively. Results: The expression profile of the serum exosome proteome in patients with right-sided colon cancer is different from patients with left-sided colon cancer. Serum-derived exosomes of right-sided colon cancer promote metastasis via up-regulation of extracellular matrix-related proteins, especially proteoglycans like SPARC and glycoprotein like LRG1. Exosomal SPARC and LRG1 were closely correlated with progression-free survival. Conclusions: Proteomic analysis identified different exosomal protein profiling between left- and right-sided colon cancer. Serum-derived exosomes of right-sided colon cancer promote metastasis via overexpression of SPARC and LRG1.
2019-11-25 | PXD012283 | Pride
Project description:It is not known why cancers arising in anatomically distinct locations but within the same tissue type can exhibit stark differences in molecular, pathological and clinical features. Cancers arising in proximal and distal sites of the colon are emblematic of these above differences as the proximal and distal colon cancers harbor differences in key molecular features, with BRAFV600E oncogene predominantly occurring in proximal colon cancers in the context of the increased promoter DNA methylation phenotype (CIMP-high), while distal colon cancers lack these molecular features. We determined the molecular basis of tissue-location specificity of driver mutations using normal mouse derived organoid models for colon cancer initiation. We show that the homeobox transcription factor, Cdx2, which is downregulated by DNA methylation in proximal colon cancers, plays distinct roles in regulating stem cell and differentiation in proximal compared to distal colon stem cells. Loss of Cdx2 altered the differentiation and stem cell programs and result in transformation by BRAFV600E specifically in the proximal but not distal colon stem cells. Analyses of RNA expression and Cdx2-binding to target genomic regions revealed that Cdx2 was a key effector of the transcriptional response to differentiation cues in proximal colon cells. This proximal colon-specific transcriptional program concurrently is tumor suppressive, and its loss sufficiently creates permissive state for oncogenic-BRAF mutations. The transcriptional program associated with Cdx2 loss in mouse proximal organoids matches that of human proximal colon cancers with downregulated CDX2 expression due to epigenetic silencing. Our analyses reveal that developmental and lineage-restricted transcription factors maintain tissue-location specific transcriptional programs which create critical dependencies for tumor initiation.
2023-12-12 | GSE218480 | GEO
Project description:It is not known why cancers arising in anatomically distinct locations but within the same tissue type can exhibit stark differences in molecular, pathological and clinical features. Cancers arising in proximal and distal sites of the colon are emblematic of these above differences as the proximal and distal colon cancers harbor differences in key molecular features, with BRAFV600E oncogene predominantly occurring in proximal colon cancers in the context of the increased promoter DNA methylation phenotype (CIMP-high), while distal colon cancers lack these molecular features. We determined the molecular basis of tissue-location specificity of driver mutations using normal mouse derived organoid models for colon cancer initiation. We show that the homeobox transcription factor, Cdx2, which is downregulated by DNA methylation in proximal colon cancers, plays distinct roles in regulating stem cell and differentiation in proximal compared to distal colon stem cells. Loss of Cdx2 altered the differentiation and stem cell programs and result in transformation by BRAFV600E specifically in the proximal but not distal colon stem cells. Analyses of RNA expression and Cdx2-binding to target genomic regions revealed that Cdx2 was a key effector of the transcriptional response to differentiation cues in proximal colon cells. This proximal colon-specific transcriptional program concurrently is tumor suppressive, and its loss sufficiently creates permissive state for oncogenic-BRAF mutations. The transcriptional program associated with Cdx2 loss in mouse proximal organoids matches that of human proximal colon cancers with downregulated CDX2 expression due to epigenetic silencing. Our analyses reveal that developmental and lineage-restricted transcription factors maintain tissue-location specific transcriptional programs which create critical dependencies for tumor initiation.
2023-12-12 | GSE218479 | GEO
Project description:Here, we used bulk RNA-seq data derived from healthy colon organoids (un)exposed to ethanol. Through the use of external single cell RNA-seq data, we estimate changes in cell composition that are more pronounced in distal colon organoids following ethanol treatment. We extend this analysis by inferring cell-type-specific effects of ethanol treatment on colon organoids.
2020-12-14 | GSE150027 | GEO
Project description:Endogenous intestinal microbiota have wide-ranging and largely uncharacterized effects on host physiology. Here, we used reverse-phase liquid chromatography-coupled tandem mass spectrometry to define the mouse intestinal proteome in the stomach, jejunum, ileum, cecum, and proximal colon under three colonization states: germ-free, monocolonized with Bacteroides thetaiotaomicron, and conventionally raised. Our analysis revealed distinct proteomic abundance profiles along the gastrointestinal tract. Unsupervised clustering showed that host protein abundance primarily depended on gastrointestinal location rather than colonization state and specific proteins and functions that defined these locations were identified by random forest classifications. K-means clustering of protein abundance across locations revealed substantial differences in host protein production between conventionally raised mice relative to germ-free and monocolonized mice. Finally, comparison to fecal proteomic datasets suggested that the identities of stool proteins are not biased to any region of the gastrointestinal tract, but are substantially impacted by the microbiota in the distal colon.
2015-11-25 | PXD002838 | Pride
Project description:Canada mining impacted freshwater metagenomes
| PRJNA763576 | ENA
Project description:Alterations in glycosylation are seen in many types of cancer, including colorectal cancer (CRC). CRC is known to display glycosylation alterations. Glycans, the sugar moieties of glycoconjugates, are involved in many important functions relevant to cancer, such as cell signaling and adhesion, and may can be of value as biomarkers. In this study, we have used mass spectrometry to analyze the N-glycan profiles of 35 CRC tissue samples from patients with tumors in the right or left colon and 10 healthy tissue samples from non-CRC patients who underwent operations for other reasons. The tumor samples were divided into groups depending on tumor location (right or left colon) and stage (II or III), while the healthy samples were divided into right or left side of the colon. The levels of neutral and acidic N-glycan compositions and glycan classes were analyzed in a total of ten different groups. Surprisingly, there were no significant differences in glycan levels when all right- and left-sided CRC samples were compared, and few differences (such as in the abundance of the neutral N-glycan H3N5) were seen when the samples were divided according to both location and stage. Multiple significant differences were found in the levels of glycans and glycan classes when stage II and III samples were compared, and these glycans could be of value as candidates for new markers of cancer progression. In order to validate our findings, we analyzed healthy tissue samples from the right and left colon and found no significant differences in the levels of any of the glycans analyzed, confirming that our findings when comparing CRC samples from the right and left colon are not due to normal variations in the levels of glycans between the healthy right and left colon. Additionally, the levels of the acidic glycans H4N3F1P1, H5N4F1P1, and S1H5N4F1 were found to change in a cancer-specific but colon location-nonspecific manner, indicating that CRC affects glycan levels in similar ways, regardless of tumor location.
2020-06-10 | PXD018673 | Pride