Project description:Nonmalignant human mammary epithelial cells (HMEC) seeded in laminin-rich extracellular matrix (lrECM) form polarized acini and, in doing so, transit from a disorganized proliferating state to an organized growth-arrested state. We hypothesized that the gene expression pattern of organized and growth-arrested HMECs would share similarities with breast tumors with good prognoses. Using Affymetrix HG-U133A microarrays, we analyzed the expression of 22,283 gene transcripts in 184 (finite life span) and HMT3522 S1 (immortal nonmalignant) HMECs on successive days after seeding in a lrECM assay. Both HMECs underwent growth arrest in G0-G1 and differentiated into polarized acini between days 5 and 7. We identified gene expression changes with the same temporal pattern in both lines and examined the expression of these genes in a previously published panel of microarray data for 295 breast cancer samples. We show that genes that are significantly lower in the organized, growth-arrested HMEC than in their proliferating counterparts can be used to classify breast cancer patients into poor and good prognosis groups with high accuracy. This study represents a novel unsupervised approach to identifying breast cancer markers that may be of use clinically. Experiment Overall Design: We analyzed gene expression in 184 (finite life span) and HMT3522 S1 (immortal non-malignant) HMECs on successive days (3, 5, and 7) post-seeding in a laminin-rich extracellular matrix assay. Both HMECs underwent growth arrest in G0/G1 and differentiated into polarized acini between days 5 and 7.
Project description:We analyzed gene expression in 184 (finite life span) and HMT3522 S1 (immortal non-malignant) HMECs on successive days (3, 5, and 7) post-seeding in a laminin-rich extracellular matrix assay. Both HMECs underwent growth arrest in G0/G1 and differentiated into polarized acini between days 5 and 7.
Project description:Nonmalignant human mammary epithelial cells (HMEC) seeded in laminin-rich extracellular matrix (lrECM) form polarized acini and, in doing so, transit from a disorganized proliferating state to an organized growth-arrested state. We hypothesized that the gene expression pattern of organized and growth-arrested HMECs would share similarities with breast tumors with good prognoses. Using Affymetrix HG-U133A microarrays, we analyzed the expression of 22,283 gene transcripts in 184 (finite life span) and HMT3522 S1 (immortal nonmalignant) HMECs on successive days after seeding in a lrECM assay. Both HMECs underwent growth arrest in G0-G1 and differentiated into polarized acini between days 5 and 7. We identified gene expression changes with the same temporal pattern in both lines and examined the expression of these genes in a previously published panel of microarray data for 295 breast cancer samples. We show that genes that are significantly lower in the organized, growth-arrested HMEC than in their proliferating counterparts can be used to classify breast cancer patients into poor and good prognosis groups with high accuracy. This study represents a novel unsupervised approach to identifying breast cancer markers that may be of use clinically. Keywords: time course
Project description:To understand tumorigenesis and cancer progression of mammary epithelium, we established a cell model combining over-expression of human telomerase reverse transcriptase gene (hTERT) and heavy-ion radiation from normal human mammary epithelial cells. We subsequently used RNA-seq method to acquire their transcriptomes from two characteristic cell lines, an immortal epithelial cell line (I_hMEC) and a tumorigenic epithelial cell line (T_hMEC), and to look for differentially expressed genes (DEGs) between immortalization and tumorigenicity. We identified 7,053 DEGs, of which 84 were not only highly expressed but also significantly regulated. We found that house-keeping (HK) genes and tissue-specific (TS) genes were regulated differently during tumorigenesis; HK genes tend to be activated but TS genes tend to be repressed. We looked into three important pathways in cancer development: p53 signaling, cell cycle, and apoptosis. Although both immortal and tumorigenic cells have infinite potential to replicate and can escape apoptosis, a great number of genes exhibited different modulation pattern between the two processes. We also found that a significant number of DEGs were involved in epigenetic modification of chromatins. In conclusion, these findings may provide novel biomarkers in studying tumorigenicity and further our understanding of cellular mechanism(s) in the transition from immortal to tumorigenic processes. 2 samples examined: immortalized human mammary epithelial cell (I_hMEC) and tumorigenic human mammary epithelial cell (T_hMEC)
Project description:This SuperSeries is composed of the following subset Series: GSE32727: EMT inducers catalyze malignant transformation of mammary epithelial cells and drive tumorigenesis towards claudin-low tumors [human] GSE32904: EMT inducers catalyze malignant transformation of mammary epithelial cells and drive tumorigenesis towards claudin-low tumors [mouse] Refer to individual Series
Project description:ABSTRACT MAGWIRE, MICHAEL MAHLON. Mutations Increasing Drosophila melanogaster Life Span. (Under the direction of Trudy F. C. Mackay.) Better living conditions and advances in medicine have made it possible for humans to live considerably longer than before. This has uncovered many health problems associated with age. By identifying genes involved in the limitation of life span, we may better understand the processes that lead to aging. In model organisms, we can use mutagenesis to discover mutations that increase life span, and hence infer that the wild-type allele limits life span by some means. We have assessed longevity in a collection of 1332 co-isogenic gene-trap P-element insertion lines and determined changes in life span of each insert line relative to the corresponding control line. Significant lines were determined via two different methods of analysis: A 95% confidence interval was established based on deviations of the mutant life spans from the controls and Dunnett’s two tailed t-tests were used to examine differences between mutant and control in each individual block. Based on the 95% confidence interval, 139 inserts displayed an increase in life span and 194 inserts a decrease. Using Dunnett’s, 70 lines increased in life span, while 270 decreased in life span. An additional 48 increased longevity lines were close enough to meeting Dunnett’s criteria to be considered for additional investigation. Combining these two analyses, we chose 83 inserts associated with increased life span for a secondary screen using an additional twelve replicates. 58 of these lines remained significant. We have determined the P-element insertion site for 50 of these lines. Starvation resistance, chill coma recovery time and climbing activity were measured on the lines remaining significant after the the secondary screen to identify pleiotropic effects. A positive correlation was found for males between life span and starvation resistance as well as between life span and chill coma recovery. Females only displayed a correlation between life span and chill coma recovery, which was negative. None of the lines indicated increased fitness for all phenotypes, indicating there may be some type of trade-off. There also appears to be a lot of pleiotropic variation depending on background and sex. Ten of the lines, all with the same parental background, were chosen for a half-diallel cross to identify epistasis between the mutants. There were substantial epistatic interactions between all ten lines. Furthermore, males and females displayed vastly different patterns of epistasis, again indicating major differences in life span regulation between the sexes. Finally, a subset of seven of the lines used in the epistatic study, in addition to the corresponding parental control, were chosen for microarray analysis to look for possible pathways and novel genes involved in increasing life span. 1,996 probe sets were significant at a false discovery rate q-value threshold of q < 0.0001. Tukeys tests were carried out for these probe sets to determine how each of the seven mutant backgrounds differed compared to the control and each other. In addition, each mutant background was compared individually with the control to identify any changes in expression. Gene ontologies were determined for each of the lines to identify over-represented biological functions which would indicate possible longevity pathways. Dozens of pathways were suggested, including several novel pathways. Keywords: Genetic (P-element insertion) modification and comparison to control line
Project description:Mutations Increasing Drosophila melanogaster; Life Span. (Under the direction of Trudy F. C. Mackay.); Better living conditions and advances in medicine have made it possible for; humans to live considerably longer than before. This has uncovered many; health problems associated with age. By identifying genes involved in the; limitation of life span, we may better understand the processes that lead to aging. In model organisms, we can use mutagenesis to discover mutations that; increase life span, and hence infer that the wild-type allele limits life span by some means. We have assessed longevity in a collection of 1332 co-isogenic gene-trap; P-element insertion lines and determined changes in life span of each insert line relative to the corresponding control line. Significant lines were determined via two different methods of analysis: A 95% confidence interval was established based on deviations of the mutant life spans from the controls and Dunnettâs two tailed t-tests were used to examine differences between mutant and control in each individual block. Based on the 95% confidence interval, 139 inserts displayed an increase in life span and 194 inserts a decrease. Using Dunnettâs, 70 lines increased in life span, while 270 decreased in life span. An additional 48 increased longevity lines were close enough to meeting Dunnettâs criteria to be considered for additional investigation. Combining these two analyses, we chose 83 inserts associated with increased life span for a secondary screen using an; additional twelve replicates. 58 of these lines remained significant. We have; determined the P-element insertion site for 50 of these lines. Starvation resistance, chill coma recovery time and climbing activity were; measured on the lines remaining significant after the the secondary screen to identify pleiotropic effects. A positive correlation was found for males between life span and starvation resistance as well as between life span and chill coma recovery. Females only displayed a correlation between life span and chill coma recovery, which was negative. None of the lines indicated increased fitness for all phenotypes, indicating there may be some type of trade-off. There also appears to be a lot of pleiotropic variation depending on background and sex. Ten of the lines, all with the same parental background, were chosen for a; half-diallel cross to identify epistasis between the mutants. There were; substantial epistatic interactions between all ten lines. Furthermore, males and females displayed vastly different patterns of epistasis, again indicating major differences in life span regulation between the sexes. Finally, a subset of seven of the lines used in the epistatic study, in; addition to the corresponding parental control, were chosen for microarray; analysis to look for possible pathways and novel genes involved in increasing life span. 1,996 probe sets were significant at a false discovery rate q-value; threshold of q < 0.0001. Tukeys tests were carried out for these probe sets to determine how each of the seven mutant backgrounds differed compared to the control and each other. In addition, each mutant background was compared individually with the control to identify any changes in expression. Gene ontologies were determined for each of the lines to identify over-represented biological functions which would indicate possible longevity pathways. Dozens of pathways were suggested, including several novel pathways. Experiment Overall Design: We used seven mutant lines homozygous for a P-element insertion and a control line. All lines were isogenic other than the P-element insert. Males and females were done separately with two replicates for a total of 32 arrays.
Project description:To understand tumorigenesis and cancer progression of mammary epithelium, we established a cell model combining over-expression of human telomerase reverse transcriptase gene (hTERT) and heavy-ion radiation from normal human mammary epithelial cells. We subsequently used RNA-seq method to acquire their transcriptomes from two characteristic cell lines, an immortal epithelial cell line (I_hMEC) and a tumorigenic epithelial cell line (T_hMEC), and to look for differentially expressed genes (DEGs) between immortalization and tumorigenicity. We identified 7,053 DEGs, of which 84 were not only highly expressed but also significantly regulated. We found that house-keeping (HK) genes and tissue-specific (TS) genes were regulated differently during tumorigenesis; HK genes tend to be activated but TS genes tend to be repressed. We looked into three important pathways in cancer development: p53 signaling, cell cycle, and apoptosis. Although both immortal and tumorigenic cells have infinite potential to replicate and can escape apoptosis, a great number of genes exhibited different modulation pattern between the two processes. We also found that a significant number of DEGs were involved in epigenetic modification of chromatins. In conclusion, these findings may provide novel biomarkers in studying tumorigenicity and further our understanding of cellular mechanism(s) in the transition from immortal to tumorigenic processes.
Project description:Background To identify the spectrum of malignant attributes maintained outside the host environment, we have compared global gene expression in primary breast tumors and matched short-term epithelial cultures. Results In contrast to immortal cell lines, a characteristic 'limited proliferation' phenotype was observed, which included over expressed genes associated with the TGFbeta signal transduction pathway, such as SPARC, LOXL1, RUNX1, and DAPK1. Underlying this profile was the conspicuous absence of hTERT expression and telomerase activity, a significant increase in TGFbeta receptor2, its cognate ligand, and the CDK inhibitor, p21CIP1/WAF1. Concurrently, tumor tissue and primary cultures displayed low transcript levels of proliferation-related genes, such as, TOP2A, ANKT, RAD51, UBE2C, CENPA, RRM2, and PLK. Conclusions Our data demonstrate that commonly used immortal cell lines do not reflect some aspects of tumor biology as closely as primary tumor cell cultures. The gene expression profile of malignant tissue, which is uniquely retained by cells cultured on solid substrates, could facilitate the development and testing of novel molecular targets for breast cancer.
Project description:The aim of this study was to determine how gene expression is changed after arsenite-induced malignant transformation of prostate epithelial cells. Gene expression from three distinct passages of untreated, immortal RWPE-1 cells was compared to three timepoints of arsenite-exposed RWPE-1 cells (CAsE-PE) that have undergone malignant transformation.