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Transcription profiling of human MCF10A cells subjected to ionizing radiation and treatment with transforming growth factor beta-1
Transforming growth factor beta-1 (TGFbeta) is a tumor suppressor during the initial stage of tumorigenesis but it can switch to a tumor promoter during neoplastic progression. Ionizing radiation (IR) both a carcinogen and a therapeutic agent induces TGFbeta activation in vivo. We now show that IR sensitizes human mammary epithelial cells (HMEC) to undergo TGFbeta-mediated epithelial to mesenchymal transition (EMT). Non-malignant HMEC (MCF10A HMT3522 S1 and 184v) were irradiated with 2 Gy shortly after attachment in monolayer culture or treated with a low concentration of TGFbeta (0.4 ng/ml) or double-treated. All double-treated (IR+TGFbeta) HMEC underwent a morphological shift from cuboidal to spindle-shaped. This phenotype was accompanied by decreased expression of epithelial markers E-cadherin beta-catenin and ZO-1 remodeling of the actin cytoskeleton and increased expression of mesenchymal markers N-cadherin fibronectin and vimentin. Furthermore double-treatment increased cell motility promoted invasion and disrupted acinar morphogenesis of cells subsequently plated in Matrigel. Neither radiation nor TGFbeta alone elicited EMT even though IR increased chronic TGFbeta signaling and activity. Gene expression profiling revealed that double treated cells exhibit a specific 10-gene signature associated with Erk/MAPK signaling. We hypothesized that IR-induced MAPK activation primes non-malignant HMEC to undergo TGFbeta-mediated EMT. Consistent with this Erk phosphorylation were transiently induced by irradiation persisted in irradiated cells treated with TGFbeta and treatment with U0126 a Mek inhibitor blocked the EMT phenotype. Together these data demonstrate that the interactions between radiation-induced signaling pathways elicit heritable phenotypes that could contribute to neoplastic progression. Experiment Overall Design: Nonmalignant human mammary epithelial MCF10A cells (passages 106 and 108) were seeded at cloning density in 35mm dishes (10^5 cells/dish). Cell culture medium consisted of 3ml/dish of MGEM serum free medium (Cambrex Inc.) supplemented or not with 400pg/ml recombinant Transforming Growth Factor-beta. Cells were irradiated or not 5h post plating using 160 KV X-ray with a total dose of 2Gy. Sham IR-treated TGFbeta-treated and double-treated (IR+TGFbeta) MCF10A cells were harvested 8 days post-IR. Briefly cells were washed with PBS denatured in Trizol scraped off the dish and subjected to chloroform extraction. After centrifugation the upper phase was precipitated with an equal volume of isopropanol. RNA precipitates were resuspended in RNase free water and further purified on RNeasy columns (Qiagen Germany). RNA quality was assessed on an Agilent Bio-Analyzer. The dataset analyzed by microarray included biological duplicates for each treatment in two independent experiments and three sham treated samples. Microarray data were generated at the Lawrence Berkeley National Laboratory Molecular Profiling Laboratory (http://hta.lbl.gov) using a high-throughput automated GeneChip system (Affymetrix). Briefly target preparation HT_HG-U133A array plate hybridization setup washing and staining were performed on an Affymetrix robotic system (GCAS) using version 2.1 protocols. Scanning (protocol version 2.2.09) was performed on a CCD-based high throughput scanner (Affymetrix). Samples were analyzed and clustered with the (UNO) One Color GenetrafficTM software version 3.2-12 (Iobion Informatics LLC Stratagene La Jolla CA). Genes whose expression was specifically altered by treatment were defined as those in which dye ratio was more than 1.75-fold (mean log2ratio>0.8) from baseline in at least three out of the four treated samples compared to the three sham samples. Significance analysis tests (p<0.05) were performed using Excel between sham samples and either IR TGFbeta or TGFbeta+IR samples.
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Non-targeted effects of low dose ionizing radiation act via TGF-beta to promote mammary carcinogenesis
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This is a genome-wide approach to identifying genes persistently induced in the mouse mammary gland by acute whole body low dose ionizing radiation (10cGy) 1 and 4 weeks after exposure. Gene expression that is modified under these parameters were compared between Tgfb1 wild type and heterozygote littermates in order to determine which genes induced or repressed by radiation were mediated via Tgfb1 status. Differential gene expression was analyzed in Tgfb1 heterozygote and wild type littermate 4th mammary glands after whole body exposure to an acute dose of 10cGy ionizing radiation. Estrus cycle was normalized in all mice two days prior to irradiation by injection with an estrogen and progesterone mixture. It is widely believed that the carcinogenic action of ionizing radiation is due to targeted DNA damage and resulting mutations but there is also substantial evidence that non-targeted radiation effects alter epithelial phenotype and the stromal microenvironment. Activation of transforming growth factor beta 1 (TGFbeta) is a non-targeted radiation effect that mediates cell fate decisions following DNA damage and regulates microenvironment composition; it could either suppress or promote cancer. Gene expression profiling shown herein demonstrates that low dose radiation (10 cGy) elicits persistent changes in Tgfb1 wild type and heterozygote murine mammary gland that are highly modulated by TGFbeta. We asked if such non-targeted radiation effects contribute to carcinogenesis by using a novel radiation chimera model. Unirradiated Trp53 null mammary epithelium was transplanted to the mammary stroma of mice previously exposed to a single low (10 -100 cGy) radiation dose. By 300 days 100% of transplants in irradiated hosts at either 10 or 100 cGy had developed Trp53 null breast carcinomas compared to 54% in unirradiated hosts. Tumor growth rate was also increased by high but not low dose host irradiation. In contrast irradiation of Tgfb1 heterozygote mice prior to transplantation failed to decrease tumor latency or increase growth rate at any dose. Host irradiation significantly reduced the latency of invasive ductal carcinoma compared to spindle cell carcinoma as well as those tumors negative for smooth muscle actin in wild type but not Tgfb1 heterozygote mice. However irradiation of either host genotype significantly increased the frequency of estrogen receptor negative tumors. These data demonstrate two concepts critical to understanding radiation risks. First non-targeted radiation effects can significantly promote the frequency and alter the features of epithelial cancer. Second radiation-induced TGFbeta activity is a key mechanism of tumor promotion. Keywords: Differential gene expression after low dose irradiation Two genotypes: TGBbeta1 heterozygote and wildtype mouse mammary glands. Two time points post-10cGy-irradiation per genotype (1 week 4 weeks); control time point was 1 week post-sham-irradiation. Two or three replicates per time point.
Immediate Transcriptional Changes in Response to High Dose Radiation Exposure
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One of the most likely risks astronauts on long duration space missions face is exposure to ionizing radiation associated with highly energetic and charged heavy (HZE) particles. Since access to medical expertise on such a mission is limited at best early diagnosis and mitigation of such exposure is critical. In order to accurately determine the dosage within 1 hour post-exposure dose-dependent biomarkers are needed. Therefore we performed a dose-course transcriptional analysis for radiation exposure at 0 0.3 1.5 and 3.0 Gy with corresponding time point at 1 hour (hr) post-exposure using Affymetrix GeneChip Human Gene 1.0 ST v1 Array chips. The analysis of our data suggests a set of sensitive genetic biomarkers specific to each radiation level as well as generic radiation response biomarkers. Upregulated biomarkers can then be used within lab-on-a-chip (LOC) systems to detect exposure to ionizing radiation. A total of sixteen human samples representing radiation exposure at levels 0 Gy 0.3 Gy 1.5 Gy and 3.0 Gy at time point 1 hour (hr) post-exposure were constructed. Blood samples were extracted from four human volunteers and were irradiated. Leukocytes were extracted and gene expression was measured. Samples for all four volunteers were measured at 1 hr for all four dose levels resulting in four replicates at each dose level. Thus a total of 4 samples at each of the four radiation levels were sampled yielding the total of 16 samples.
Densely Ionizing Radiation Effects on the Microenvironment Promote Aggressive Trp53 Null Mammary Carcinomas
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Densely ionizing radiation is a major component of the space radiation environment and has potentially greater carcinogenic effect compared to sparsely ionizing radiation that is prevalent in the terrestrial environment. It is unknown to what extent the irradiated microenvironment contributes to the differential carcinogenic potential of densely ionizing radiation. To address this gap 10-week old BALB/c mice were irradiated with 100 cGy sparsely ionizing g-radiation or 10 30 or 80 cGy of densely ionizing 350 MeV/amu Si particles and transplanted 3 days later with syngeneic Trp53 null mammary fragments. Tumor appearance was monitored for 600 days. Tumors arising in Si-particle irradiated mice had a shorter median time to appearance grew faster and were more likely to metastasize. Most tumors arising in sham-irradiated mice were ER-positive pseudo-glandular and contained both basal keratin 14 and luminal keratin 8/18 cells (designated K14/18) while most tumors arising in irradiated hosts were K8/18 positive (designated K18) and ER negative. Comparison of K18 vs K14/18 tumor expression profiles showed that genes increased in K18 tumors were associated with ERBB2 and KRAS while decreased genes overlapped with those down regulated in metastasis and by loss of E-cadherin. Consistent with this K18 tumors grew faster than K14/18 tumors and more mice with K18 tumors developed lung metastases compared to mice with K14/18 tumors. However K18 tumors arising in Si-particle irradiated mice grew even faster and were more metastatic compared to control mice. A K18 Si-irradiated host profile was enriched in genes involved in mammary stem cells stroma and Notch signaling. Thus systemic responses to densely ionizing radiation enriches for a ER-negative K18-positive tumor whose biology is more aggressive compared to similar tumors arising in non-irradiated hosts. Key Words: ionizing radiation; breast cancer; heavy ion radiation;initiation; promotion 3 different dose of Si were used. Total RNA was extracted from mammary tumors derived from transplantations of non-irradiated p53null mammary fragments into irradiated hosts. We analyzed a total of 45 Trp53-null tumors: 18 from sham-irradiated hosts 9 from 10 cGy Si-irradiated hosts 10 from 30 cGy Si-irradiated hosts and 8 from irradiated hosts.
Densely Ionizing Radiation Effects on the Microenvironment Promote Aggressive Trp53 Null Mammary Carcinomas
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Densely ionizing radiation is a major component of the space radiation environment and has potentially greater carcinogenic effect compared to sparsely ionizing radiation that is prevalent in the terrestrial environment. It is unknown to what extent the irradiated microenvironment contributes to the differential carcinogenic potential of densely ionizing radiation. To address this gap 10-week old BALB/c mice were irradiated with 100 cGy sparsely ionizing g-radiation or 10 30 or 80 cGy of densely ionizing 350 MeV/amu Si particles and transplanted 3 days later with syngeneic Trp53 null mammary fragments. Tumor appearance was monitored for 600 days. Tumors arising in Si-particle irradiated mice had a shorter median time to appearance grew faster and were more likely to metastasize. Most tumors arising in sham-irradiated mice were ER-positive pseudo-glandular and contained both basal keratin 14 and luminal keratin 8/18 cells (designated K14/18) while most tumors arising in irradiated hosts were K8/18 positive (designated K18) and ER negative. Comparison of K18 vs K14/18 tumor expression profiles showed that genes increased in K18 tumors were associated with ERBB2 and KRAS while decreased genes overlapped with those down regulated in metastasis and by loss of E-cadherin. Consistent with this K18 tumors grew faster than K14/18 tumors and more mice with K18 tumors developed lung metastases compared to mice with K14/18 tumors. However K18 tumors arising in Si-particle irradiated mice grew even faster and were more metastatic compared to control mice. A K18 Si-irradiated host profile was enriched in genes involved in mammary stem cells stroma and Notch signaling. Thus systemic responses to densely ionizing radiation enriches for a ER-negative K18-positive tumor whose biology is more aggressive compared to similar tumors arising in non-irradiated hosts. Key Words: ionizing radiation; breast cancer; heavy ion radiation;initiation; promotion 3 different dose of Si were used. Total RNA was extracted from mammary tumors derived from transplantations of non-irradiated p53null mammary fragments into irradiated hosts. We analyzed a total of 45 Trp53-null tumors: 18 from sham-irradiated hosts 9 from 10 cGy Si-irradiated hosts 10 from 30 cGy Si-irradiated hosts and 8 from irradiated hosts.
Proton Irradiation Impacts Age Driven Modulations of Cancer Progression Influenced by Immune System Transcriptome Modifications from Splenic Tissue
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Age plays a crucial role in the interplay between tumor and host; with further perturbations induced by irradiation. Proton irradiation on tumors induces biological modulations including inhibition of angiogenic and immune factors critical to hallmark processes impacting tumor development in addition to physical targeting advantages. These advantages have provided promising results for proton therapy in cancer. Additionally protons have implications for carcinogenesis risk of space travel (due to the high proportion of high energy protons in space radiation). Through a systems biology approach we investigated how host tissue (i.e. splenic tissue) of tumor-bearing mice is altered with age with or without whole-body proton exposure. Transcriptome analysis was performed on splenic tissue from adolescent (68 day) versus old (736 day) C57BL/6 male mice injected with Lewis lung carcinoma cells with or without three fractionations of 0.5Gy (1GeV) proton irradiation. Global transcriptome analysis indicated that proton irradiation of adolescent hosts caused significant signaling changes within splenic tissues that support carcinogenesis within the mice as compared to old subjects. Increases in cell cycling and immunosuppression in irradiated adolescent hosts with CDK2 MCM7 CD74 and RUVBL2 as the key players were involved in the regulatory changes in host environment response (i.e. spleen). These results suggest a significant biological component to proton irradiation operative through host age that would indicate a modulation of host s ability to support carcinogenesis in adolescence and the bestowal of resistance to immunosuppression carcinogenesis and genetic perturbation by old age.
Response of mammary tissue to high-LET HZE particle (Silicon ions) radiation or low-LET gamma-rays
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Transcriptional profiling of mammary tissue irradiated at 10 weeks of age with either 100 cGy sparsely ionizing gamma-rays or 10 cGy or 30 cGy densely ionizing radiation (350 MeV/amu Si). Mammary tissue was collected 1 weeks 4 weeks and 12 weeks post-irradiation. Four radiation treatment groups: sham 100 cGy sparsely ionizing gamma-rays 10 cGy or 30 cGy densely ionizing radiation (350 MeV/amu Si). Three time points post-irradiation (1 4 and 12 weeks). Three or four replicates per time point.
Growth rate of mammary cancers arising in irradiated mice is associated with pattern of immune infiltrate
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To determine how host irradiation affects tumor profiles in 10 month aged mice treated with HZE or gamma irradiation.
DNA copy number analysis from mice with radiation-induced acute myeloid leukemia
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Certain mouse strains such as CBA C3H and RFM have high incidence of radiation-induced acute myeloid leukemia (AML). The data in this series wer generated by using spleen DNA from CBA mice which were irraidated with either gamma-rays or heavy ion (HZE) particles. Spleen DNA with radiation-induced AML was compared with DNA from normal CBA mice. Comparison of spleen DNA from CBA mice with radiation-induced AML vs genomic DNA from normal CBA mice
DNA copy number analysis from mice with radiation-induced acute myeloid leukemia
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Certain mouse strains such as CBA C3H and RFM have high incidence of radiation-induced acute myeloid leukemia (AML). The data in this series wer generated by using spleen DNA from CBA mice which were irraidated with either gamma-rays or heavy ion (HZE) particles. Spleen DNA with radiation-induced AML was compared with DNA from normal CBA mice. Comparison of spleen DNA from CBA mice with radiation-induced AML vs genomic DNA from normal CBA mice
Murine microenvironment metaprofiles associate with human cancer etiology and intrinsic subtypes
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We developed a mouse model that captures radiation effects on host biology by transplanting unirradiated Trp53 null mammary tissue to sham or irradiated hosts. Gene expression profiles of tumors that arose in irradiated mice are distinct from those that arose in naive hosts. Host irradiation induces a metaprofile consisting of gene modules representing stem cells cell motility macrophages and autophagy. Human orthologs of the host irradiation metaprofile discriminated between radiation-preceded and sporadic human thyroid cancers. An irradiated host centroid was strongly associated with estrogen receptor negative breast cancer. When applied to sporadic human breast cancers the irradiated host metaprofile strongly associated with basal-like and claudin-low breast cancer intrinsic subtypes. Comparing host irradiation in the context of TGFB levels showed that inflammation was robustly associated with claudin-low tumors. The association of the irradiated host metaprofiles with estrogen receptor negative status and claudin-low subtype suggests that host processes similar to those induced by radiation underlie sporadic cancers. Total RNA was extracted from mammary tumors derived from transplantations of non-irradiated p53null mammary fragments into irradiated hosts. We analyized a total of 32 p53null tumors from irradiated wild type mice: 9 from sham-irradiated hosts and 23 from irradiated hosts. We also analyzed 24 tumors from irradiated TGFb1 heterozygote hosts: 6 from sham-irradiated hosts and 18 from irradiated hosts.
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