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1.
Article in English | MEDLINE | ID: mdl-38871557

ABSTRACT

INTRODUCTION: Real-world studies of lower-risk myelodysplastic syndromes (LR-MDS) are limited. We evaluated treatment patterns, clinical outcomes, and healthcare resource utilization (HCRU) among patients with LR-MDS treated with erythropoiesis-stimulating agents (ESAs) in the United States. PATIENTS AND METHODS: This retrospective study included patients with LR-MDS who initiated treatment with ESAs between January 1, 2016 and June 30, 2019. The primary analysis assessed patient demographic and clinical characteristics, treatment patterns, clinical outcomes (hematologic response, transfusion requirements, disease progression), and HCRU (medical encounters, laboratory tests, and medication use). Subgroup analyses of patients repeatedly treated with ESA therapy evaluated selected clinical outcomes and primary ESA failure by SF3B1 mutational status, per recently updated NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines©). RESULTS: A total of 142 patients were included with a median follow-up time of 17 months (interquartile range [IQR], 7-33). Median age at ESA initiation was 79 years (IQR, 73-85). Patients were predominantly male (54%), overweight or obese (32% and 23%, respectively), of White race (96%) and non-Hispanic ethnicity (89%). Overall, 57% patients were initially treated with darbepoetin alfa and 43% with epoetin alfa. Clinical outcomes were poor, and there was a significant burden on both the health system and individual patients treated with ESA therapies. Hematologic improvement- erythroid was only seen in 26% of 142 patients treated with ESAs, and 65% of 82 retreated patients experienced primary ESA failure. CONCLUSION: Our results indicate that primary ESA failure is largely unrecognized and that many patients should be considered for alternative treatments.

3.
J Mol Diagn ; 25(8): 611-618, 2023 08.
Article in English | MEDLINE | ID: mdl-37517825

ABSTRACT

Genomic data variability from laboratory reports can impact clinical decisions and population-level analyses; however, the extent of this variability and the impact on the data's value are not well characterized. This pilot study used anonymized genetic and genomic test reports from the Connect Myeloid Disease Registry (NCT01688011), a multicenter, prospective, observational cohort study of patients with newly diagnosed myelodysplastic syndromes, acute myeloid leukemia, or idiopathic cytopenia of undetermined significance, to analyze laboratory test variabilities and limitations. Results for 56 randomly selected patients enrolled in the Registry were independently extracted and evaluated (data cutoff, January 2020). Ninety-five reports describing 113 assay results from these 56 patients were analyzed for discrepancies. Almost all assay results [101 (89%)] identified the sequencing technology applied, and 94 (83%) described the test limitations; 95 (84%) described the limits of detection, but none described the limit of blank for detecting false positives. RNA transcript identifiers were not provided for 20 (43%) variants analyzed by next-generation sequencing and reported by the same laboratory. Of 42 variants with variant allele frequencies ≥30%, 16 (38%) of the variants did not have report text indicating that the variants might be germline. Variabilities and lack of standardization present challenges for incorporating this information into clinical care and render data collation ineffective and unreliable for large-scale use in centralized databases for therapeutic discovery.


Subject(s)
Laboratories , Pathology, Molecular , Humans , Prospective Studies , Pilot Projects , Genomics , Registries
4.
Sci Rep ; 12(1): 3500, 2022 03 03.
Article in English | MEDLINE | ID: mdl-35241721

ABSTRACT

The efficacy of molecular targeted therapy depends on expression and enzymatic activity of the target molecules. As radiotherapy modulates gene expression and protein phosphorylation dependent on dose and fractionation, we analyzed the long-term effects of irradiation on the post-radiation efficacy of molecular targeted drugs. We irradiated prostate cancer cells either with a single dose (SD) of 10 Gy x-ray or a multifractionated (MF) regimen with 10 fractions of 1 Gy. Whole genome arrays and reverse phase protein microarrays were used to determine gene expression and protein phosphorylation. Additionally, we evaluated radiation-induced pathway activation with the Ingenuity Pathway Analysis software. To measure cell survival and sensitivity to clinically used molecular targeted drugs, we performed colony formation assays. We found increased activation of several pathways regulating important cell functions such as cell migration and cell survival at 24 h after MF irradiation or at 2 months after SD irradiation. Further, cells which survived a SD of 10 Gy showed a long-term upregulation and increased activity of multiple molecular targets including AKT, IGF-1R, VEGFR2, or MET, while HDAC expression was decreased. In line with this, 10 Gy SD cells were more sensitive to target inhibition with Capivasertib or Ipatasertib (AKTi), BMS-754807 (IGF-1Ri), or Foretinib (VEGFR2/METi), but less sensitive to Panobinostat or Vorinostat (HDACi). In summary, understanding the molecular short- and long-term changes after irradiation can aid in optimizing the efficacy of multimodal radiation oncology in combination with post-irradiation molecularly-targeted drug treatment and improving the outcome of prostate cancer patients.


Subject(s)
Prostatic Neoplasms , Radiation Oncology , Cell Survival , Dose Fractionation, Radiation , Humans , Male , Prostate/metabolism , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/genetics , Prostatic Neoplasms/radiotherapy
5.
Clin Cancer Res ; 26(22): 5781-5790, 2020 11 15.
Article in English | MEDLINE | ID: mdl-32554542

ABSTRACT

Radiotherapy is highly effective due to its ability to physically focus the treatment to target the tumor while sparing normal tissue and its ability to be combined with systemic therapy. This systemic therapy can be utilized before radiotherapy as an adjuvant or induction treatment, during radiotherapy as a radiation "sensitizer," or following radiotherapy as a part of combined modality therapy. As part of a unique concept of using radiation as "focused biology," we investigated how tumors and normal tissues adapt to clinically relevant multifraction (MF) and single-dose (SD) radiation to observe whether the adaptations can induce susceptibility to cell killing by available drugs or by immune enhancement. We identified an adaptation occurring after MF (3 × 2 Gy) that induced cell killing when AKT-mTOR inhibitors were delivered following cessation of radiotherapy. In addition, we identified inducible changes in integrin expression 2 months following cessation of radiotherapy that differ between MF (1 Gy × 10) and SD (10 Gy) that remain targetable compared with preradiotherapy. Adaptation is reflected across different "omics" studies, and thus the range of possible molecular targets is not only broad but also time, dose, and schedule dependent. While much remains to be studied about the radiation adaptive response, radiation should be characterized by its molecular perturbations in addition to physical dose. Consideration of the adaptive effects should result in the design of a tailored radiotherapy treatment plan that accounts for specific molecular changes to be targeted as part of precision multimodality cancer treatment.


Subject(s)
Neoplasms/drug therapy , Neoplasms/radiotherapy , Radiation Injuries/drug therapy , Radiation Injuries/radiotherapy , Combined Modality Therapy , Dose Fractionation, Radiation , Humans , Immunotherapy , Neoplasms/genetics , Neoplasms/pathology , Oncogene Protein v-akt/antagonists & inhibitors , Radiation Injuries/pathology , Radiotherapy Dosage , TOR Serine-Threonine Kinases/antagonists & inhibitors
6.
Mol Cancer Res ; 16(12): 1855-1864, 2018 12.
Article in English | MEDLINE | ID: mdl-30042176

ABSTRACT

Adaptation of tumor cells to radiotherapy induces changes that are actionable by molecular targeted agents and immunotherapy. This report demonstrates that radiation-induced changes in integrin expression can be targeted 2 months later. Integrins are transmembrane cell adhesion molecules that are essential for cancer cell survival and proliferation. To analyze the short- and long-term effects of radiation on the integrin expression, prostate cancer cells (DU145, PC3, and LNCaP) were cultured in a 3D extracellular matrix and irradiated with either a single dose of radiation (2-10 Gy) or a multifractionated regimen (2-10 fractions of 1 Gy). Whole human genome microarrays, immunoblotting, immunoprecipitation assays, and immunofluorescence staining of integrins were performed. The results were confirmed in a prostate cancer xenograft model system. Interestingly, ß1 and ß4 integrins (ITGB1 and ITGB4) were upregulated after radiation in vitro and in vivo. This overexpression lasted for more than 2 months and was dose dependent. Moreover, radiation-induced upregulation of ß1 and ß4 integrin resulted in significantly increased tumor cell death after treatment with inhibitory antibodies. Combined, these findings indicate that long-term tumor adaptation to radiation can result in an increased susceptibility of surviving cancer cells to molecular targeted therapy due to a radiation-induced overexpression of the target. IMPLICATIONS: Radiation induces dose- and schedule-dependent adaptive changes that are targetable for an extended time; thus suggesting radiotherapy as a unique strategy to orchestrate molecular processes, thereby providing new radiation-drug treatment options within precision cancer medicine.


Subject(s)
Antineoplastic Agents, Immunological/administration & dosage , Integrin beta Chains/genetics , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/radiotherapy , Animals , Antineoplastic Agents, Immunological/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/radiation effects , Cell Survival/drug effects , Cell Survival/radiation effects , Combined Modality Therapy , Dose-Response Relationship, Radiation , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/radiation effects , Humans , Integrin beta Chains/metabolism , Integrin beta1/genetics , Integrin beta1/metabolism , Integrin beta4/genetics , Integrin beta4/metabolism , Male , Mice , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Radiation Tolerance/drug effects , Up-Regulation/drug effects , Xenograft Model Antitumor Assays
7.
Biomarkers ; 23(7): 689-703, 2018 Nov.
Article in English | MEDLINE | ID: mdl-29799276

ABSTRACT

CONTEXT: Accidental exposure to life-threatening radiation in a nuclear event is a major concern; there is an enormous need for identifying biomarkers for radiation biodosimetry to triage populations and treat critically exposed individuals. OBJECTIVE: To identify dose-differentiating miRNA signatures from whole blood samples of whole body irradiated mice. METHODS: Mice were whole body irradiated with X-rays (2 Gy-15 Gy); blood was collected at various time-points post-exposure; total RNA was isolated; miRNA microarrays were performed; miRNAs differentially expressed in irradiated vs. unirradiated controls were identified; feature extraction and classification models were applied to predict dose-differentiating miRNA signature. RESULTS: We observed a time and dose responsive alteration in the expression levels of miRNAs. Maximum number of miRNAs were altered at 24-h and 48-h time-points post-irradiation. A 23-miRNA signature was identified using feature selection algorithms and classifier models. An inverse correlation in the expression level changes of miR-17 members, and their targets were observed in whole body irradiated mice and non-human primates. CONCLUSION: Whole blood-based miRNA expression signatures might be used for predicting radiation exposures in a mass casualty nuclear incident.


Subject(s)
MicroRNAs/blood , Microarray Analysis/methods , Whole-Body Irradiation/adverse effects , Animals , Dose-Response Relationship, Radiation , Gene Expression Profiling , Mice , Radiation Exposure/adverse effects , Time Factors
8.
Radiat Res ; 189(3): 251-263, 2018 03.
Article in English | MEDLINE | ID: mdl-29309266

ABSTRACT

Long noncoding RNAs (lncRNAs) are emerging as key molecules in regulating many biological processes and have been implicated in development and disease pathogenesis. Biomarkers of cancer and normal tissue response to treatment are of great interest in precision medicine, as well as in public health and medical management, such as for assessment of radiation injury after an accidental or intentional exposure. Circulating and functional RNAs, including microRNAs (miRNAs) and lncRNAs, in whole blood and other body fluids are potential valuable candidates as biomarkers. Early prediction of possible acute, intermediate and delayed effects of radiation exposure enables timely therapeutic interventions. To address whether long noncoding RNAs (lncRNAs) could serve as biomarkers for radiation biodosimetry we performed whole genome transcriptome analysis in a mouse model after whole-body irradiation. Differential lncRNA expression patterns were evaluated at 16, 24 and 48 h postirradiation in total RNA isolated from whole blood of mice exposed to 1, 2, 4, 8 and 12 Gy of X rays. Sham-irradiated animals served as controls. Significant alterations in the expression patterns of lncRNAs were observed after different radiation doses at the various time points. We identified several radiation-induced lncRNAs known for DNA damage response as well as immune response. Long noncoding RNA targets of tumor protein 53 (P53), Trp53cor1, Dino, Pvt1 and Tug1 and an upstream regulator of p53, Meg3, were altered in response to radiation. Gm14005 ( Morrbid) and Tmevpg1 were regulated by radiation across all time points and doses. These two lncRNAs have important potential as blood-based radiation biomarkers; Gm14005 ( Morrbid) has recently been shown to play a key role in inflammatory response, while Tmevpg1 has been implicated in the regulation of interferon gamma. Precise molecular biomarkers, likely involving a diverse group of inducible molecules, will not only enable the development and effective use of medical countermeasures but may also be used to detect and circumvent or mitigate normal tissue injury in cancer radiotherapy.


Subject(s)
RNA, Long Noncoding/genetics , Whole-Body Irradiation/adverse effects , Animals , Biomarkers/blood , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Dose-Response Relationship, Radiation , Female , Genomics , Mice , Mice, Inbred C57BL , Time Factors , Transcriptome/radiation effects , Tumor Suppressor Protein p53/metabolism
9.
Mol Cancer Ther ; 17(2): 355-367, 2018 02.
Article in English | MEDLINE | ID: mdl-28802252

ABSTRACT

Implementing targeted drug therapy in radio-oncologic treatment regimens has greatly improved the outcome of cancer patients. However, the efficacy of molecular targeted drugs such as inhibitory antibodies or small molecule inhibitors essentially depends on target expression and activity, which both can change during the course of treatment. Radiotherapy has previously been shown to activate prosurvival pathways, which can help tumor cells to adapt and thereby survive treatment. Therefore, we aimed to identify changes in signaling induced by radiation and evaluate the potential of targeting these changes with small molecules to increase the therapeutic efficacy on cancer cell survival. Analysis of "The Cancer Genome Atlas" database disclosed a significant overexpression of AKT1, AKT2, and MTOR genes in human prostate cancer samples compared with normal prostate gland tissue. Multifractionated radiation of three-dimensional-cultured prostate cancer cell lines with a dose of 2 Gy/day as a clinically relevant schedule resulted in an increased protein phosphorylation and enhanced protein-protein interaction between AKT and mTOR, whereas gene expression of AKT, MTOR, and related kinases was not altered by radiation. Similar results were found in a xenograft model of prostate cancer. Pharmacologic inhibition of mTOR/AKT signaling after activation by multifractionated radiation was more effective than treatment prior to radiotherapy. Taken together, our findings provide a proof-of-concept that targeting signaling molecules after activation by radiotherapy may be a novel and promising treatment strategy for cancers treated with multifractionated radiation regimens such as prostate cancer to increase the sensitivity of tumor cells to molecular targeted drugs. Mol Cancer Ther; 17(2); 355-67. ©2017 AACRSee all articles in this MCT Focus section, "Developmental Therapeutics in Radiation Oncology."


Subject(s)
Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/radiotherapy , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , TOR Serine-Threonine Kinases/antagonists & inhibitors , Animals , Benzoxazoles/pharmacology , Cell Line, Tumor , Drug Resistance, Neoplasm , Humans , Male , Mice , Mice, Nude , Piperazines/pharmacology , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-akt/metabolism , Pyrimidines/pharmacology , Random Allocation , Signal Transduction/radiation effects , TOR Serine-Threonine Kinases/metabolism , Xenograft Model Antitumor Assays
10.
Semin Radiat Oncol ; 26(4): 254-60, 2016 10.
Article in English | MEDLINE | ID: mdl-27619247

ABSTRACT

The dramatic changes in the technological delivery of radiation therapy, the repertoire of molecular targets for which pathway inhibitors are available, and the cellular and immunologic responses that can alter long-term clinical outcome provide a potentially unique role for using the radiation-inducible changes as therapeutic targets. Various mathematical models of dose and fractionation are extraordinarily useful in guiding treatment regimens. However, although the model may fit the clinical outcome, a deeper understanding of the molecular and cellular effect of the individual dose size and the adaptation to repeated exposure, called multifraction (MF) adaptation, may provide new therapeutic targets for use in combined modality treatments using radiochemotherapy and radioimmunotherapy. We discuss the potential of using different radiation doses and MF adaptation for targeting transcription factors, immune and inflammatory response, and cell "stemness." Given the complex genetic composition of tumors before treatment and their adaptation to drug treatment, innovative combinations using both the pretreatment molecular data and also the MF-adaptive response to radiation may provide an important role for focused radiation therapy as an integral part of precision medicine and immunotherapy.


Subject(s)
Neoplasms/genetics , Neoplasms/radiotherapy , Chemoradiotherapy , Combined Modality Therapy , Dose Fractionation, Radiation , Humans , Kinetics , Precision Medicine , Radiation Dose Hypofractionation , Radioimmunotherapy
11.
Cancer Lett ; 382(1): 118-126, 2016 11 01.
Article in English | MEDLINE | ID: mdl-26828133

ABSTRACT

New technologies enabling the analysis of various molecules, including DNA, RNA, proteins and small metabolites, can aid in understanding the complex molecular processes in cancer cells. In particular, for the use of novel targeted therapeutics, elucidation of the mechanisms leading to cell death or survival is crucial to eliminate tumor resistance and optimize therapeutic efficacy. While some techniques, such as genomic analysis for identifying specific gene mutations or epigenetic testing of promoter methylation, are already in clinical use, other "omics-based" assays are still evolving. Here, we provide an overview of the current status of molecular profiling methods, including promising research strategies, as well as possible challenges, and their emerging role in radiation oncology.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Profiling/methods , Genomics/methods , Neoplasms/genetics , Neoplasms/radiotherapy , Precision Medicine/methods , Radiation Oncology/methods , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/metabolism , Drug Resistance, Neoplasm/genetics , Genetic Predisposition to Disease , Humans , Metabolomics/methods , Neoplasms/metabolism , Neoplasms/pathology , Patient Selection , Phenotype , Predictive Value of Tests , Proteomics/methods , Radiation Tolerance/genetics , Treatment Outcome
12.
Radiat Res ; 182(2): 139-48, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25003313

ABSTRACT

To understand the impact of clinically relevant radiation therapy (RT) on tumor immune gene expression and to utilize the changes that occur during treatment to improve cancer treatment outcome, we examined how immune response genes are modulated in prostate cancer cells of varying p53 status. LNCaP (p53 wild-type), PC3 (p53 null) and DU145 (p53 mutant) cells received a 10 Gy single dose or 1 Gy × 10 multifractionated radiation dose to simulate hypofractionated and conventionally fractionated prostate radiotherapy. Total RNA was isolated 24 h after multifractionated radiation treatment and single-dose treatments and subjected to microarray analysis and later validated by RT-PCR. RT-PCR was utilized to identify total-dose inflection points for significantly upregulated genes in response to multifractionated radiation therapy. Radiation-induced damage-associated molecular pattern molecules (DAMPs) and cytokine analyses were performed using bioluminescence and ELISA. Multifractionated doses activated immune response genes more robustly than single-dose treatment, with a relatively larger number of immune genes upregulated in PC3 compared to DU145 and LNCaP cells. The inflection point of multifractionated radiation-induced immune genes in PC3 cells was observed in the range of 8-10 Gy total radiation dose. Although both multifractionated and single-dose radiation-induced proinflammatory DAMPs and positively modulated the cytokine environment, the changes were of higher magnitude with multifractionated therapy. The findings of this study together with the gene expression data suggest that cells subjected to multifractionated radiation treatment would promote productive immune cell-tumor cell interactions.


Subject(s)
Immunity/radiation effects , Prostatic Neoplasms/pathology , Radiotherapy/methods , Cell Line, Tumor , Cytokines/metabolism , Dose Fractionation, Radiation , Humans , Immunity/genetics , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/immunology , Prostatic Neoplasms/radiotherapy , Transcriptome/immunology , Transcriptome/radiation effects , Treatment Outcome
13.
Mol Cancer Res ; 12(7): 1002-15, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24784841

ABSTRACT

UNLABELLED: Although modern radiotherapy technologies can precisely deliver higher doses of radiation to tumors, thus, reducing overall radiation exposure to normal tissues, moderate dose, and normal tissue toxicity still remains a significant limitation. The present study profiled the global effects on transcript and miR expression in human coronary artery endothelial cells using single-dose irradiation (SD, 10 Gy) or multifractionated irradiation (MF, 2 Gy × 5) regimens. Longitudinal time points were collected after an SD or final dose of MF irradiation for analysis using Agilent Human Gene Expression and miRNA microarray platforms. Compared with SD, the exposure to MF resulted in robust transcript and miR expression changes in terms of the number and magnitude. For data analysis, statistically significant mRNAs (2-fold) and miRs (1.5-fold) were processed by Ingenuity Pathway Analysis to uncover miRs associated with target transcripts from several cellular pathways after irradiation. Interestingly, MF radiation induced a cohort of mRNAs and miRs that coordinate the induction of immune response pathway under tight regulation. In addition, mRNAs and miRs associated with DNA replication, recombination and repair, apoptosis, cardiovascular events, and angiogenesis were revealed. IMPLICATIONS: Radiation-induced alterations in stress and immune response genes in endothelial cells contribute to changes in normal tissue and tumor microenvironment, and affect the outcome of radiotherapy.


Subject(s)
Endothelial Cells/metabolism , Endothelial Cells/radiation effects , MicroRNAs/biosynthesis , Apoptosis , Dose Fractionation, Radiation , Dose-Response Relationship, Radiation , Gene Expression Profiling , Humans , MicroRNAs/genetics , MicroRNAs/metabolism , Microarray Analysis , Stress, Physiological/immunology
14.
Transl Oncol ; 6(5): 573-85, 2013.
Article in English | MEDLINE | ID: mdl-24151538

ABSTRACT

We assessed changes in cell lines of varying p53 status after various fractionation regimens to determine if p53 influences gene expression and if multifractionated (MF) irradiation can induce molecular pathway changes. LNCaP (p53 wild-type), PC3 (p53 null), and DU145 (p53 mutant) prostate carcinoma cells received 5 and 10 Gy as single-dose (SD) or MF (0.5 Gy x 10, 1 Gy x 10, and 2 Gy x 5) irradiation to simulate hypofractionated and conventionally fractionated prostate radiotherapies, respectively. mRNA analysis revealed 978 LNCaP genes differentially expressed (greater than two-fold change, P < .05) after irradiation. Most were altered with SD (69%) and downregulated (75%). Fewer PC3 (343) and DU145 (116) genes were induced, with most upregulated (87%, 89%) and altered with MF irradiation. Gene ontology revealed immune response and interferon genes most prominently expressed after irradiation in PC3 and DU145. Cell cycle regulatory (P = 9.23 x 10(-73), 14.2% of altered genes, nearly universally downregulated) and DNA replication/repair (P = 6.86 x 10(-30)) genes were most prominent in LNCaP. Stress response and proliferation genes were altered in all cell lines. p53-activated genes were only induced in LNCaP. Differences in gene expression exist between cell lines and after varying irradiation regimens that are p53 dependent. As the duration of changes is ≥24 hours, it may be possible to use radiation-inducible targeted therapy to enhance the efficacy of molecular targeted agents.

15.
Mol Cancer Res ; 11(1): 5-12, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23175523

ABSTRACT

Radiation oncology modalities such as intensity-modulated and image-guided radiation therapy can reduce the high dose to normal tissue and deliver a heterogeneous dose to tumors, focusing on areas deemed at highest risk for tumor persistence. Clinical radiation oncology produces daily doses ranging from 1 to 20 Gy, with tissues being exposed to 30 or more daily fractions. Hypothesizing the cells that survive fractionated radiation therapy have a substantially different phenotype than the untreated cells, which might be exploitable for targeting with molecular therapeutics or immunotherapy, three prostate cancer cell lines (PC3, DU145, and LNCaP) and normal endothelial cells were studied to understand the biology of differential effects of multifraction (MF) radiation of 0.5, 1, and/or 2 Gy fraction to 10 Gy total dose, and a single dose of 5 and 10 Gy. The resulting changes in mRNA, miRNA, and phosphoproteome were analyzed. Significant differences were observed in the MF radiation exposures including those from the 0.5 Gy MF that produces little cell killing. As expected, p53 function played a major role in response. Pathways modified by MF include immune response, DNA damage, cell-cycle arrest, TGF-ß, survival, and apoptotic signal transduction. The radiation-induced stress response will set forth a unique platform for exploiting the effects of radiation therapy as "focused biology" for cancer treatment in conjunction with molecular targeted or immunologically directed therapy. Given that more normal tissue is treated, albeit to lower doses with these newer techniques, the response of the normal tissue may also influence long-term treatment outcome.


Subject(s)
Neoplasms/radiotherapy , Cell Line, Tumor , Dose-Response Relationship, Radiation , Humans , Neoplasms/genetics , Radiation Tolerance , Radiotherapy, Image-Guided , Survivors
16.
Int J Radiat Biol ; 89(1): 26-35, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22852758

ABSTRACT

PURPOSE: The major goal was to evaluate effects of various radiation regimens on leukocyte populations relatively long-term after whole-body irradiation. MATERIALS AND METHODS: C57BL/6 mice were exposed to-low-dose/low-dose rate (LDR) (57)Co γ-rays (0.01 Gy, 0.03 cGy/h), with and without acute 2 Gy proton (1 Gy/min) or γ-ray (0.9 Gy/min) irradiation; analyses were done on days 21 and 56 post-exposure. RESULTS: Numerous radiation-induced changes were noted at one or both time points. Among the most striking differences (P < 0.05) were: (i) High percentage of CD4(+)CD25(+)Foxp3(+) T cells in spleens from the Proton vs. LDR, Gamma and LDR + Proton groups (day 56); (ii) high interleukin-2 (IL-2) in spleen supernatants from the LDR and LDR + Proton groups vs. 0 Gy (day 56), whereas IL-10 was high in the LDR + Gamma group vs. 0 Gy (day 56); (iii) difference in transforming growth factor-ß1 (TGF-ß1) in spleen supernatants from Proton and LDR + Proton groups vs. Gamma and LDR + Gamma groups (both days); (iv) low TGF-ß1 in blood from LDR + Proton vs. LDR + Gamma group (day 21); and (v) high level of activated cJun N-terminal kinase (JNK) in CD4(+) T cells from LDR + Proton vs. LDR + Gamma group (day 21). CONCLUSIONS: The findings demonstrate that at least some immune responses to acute 2 Gy radiation were dependent on radiation quality time of assessment, and pre-exposure to LDR γ-rays.


Subject(s)
Cytokines/metabolism , Extraterrestrial Environment , Forkhead Transcription Factors/metabolism , JNK Mitogen-Activated Protein Kinases/metabolism , T-Lymphocytes, Regulatory/metabolism , T-Lymphocytes, Regulatory/radiation effects , p38 Mitogen-Activated Protein Kinases/metabolism , Animals , Body Weight/radiation effects , Cytokines/biosynthesis , Female , Interleukin-2 Receptor alpha Subunit/metabolism , Leukocytes/cytology , Leukocytes/radiation effects , Mice , Mice, Inbred C57BL , Signal Transduction/radiation effects , Spleen/cytology , T-Lymphocytes, Regulatory/cytology , Transforming Growth Factor beta1/blood , Vascular Endothelial Growth Factor A/blood
17.
Radiat Res ; 178(3): 105-17, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22827214

ABSTRACT

We have previously demonstrated that prostate carcinoma cells exposed to fractionated radiation differentially expressed more genes compared to single-dose radiation. To understand the role of miRNA in regulation of radiation-induced gene expression, we analyzed miRNA expression in LNCaP, PC3 and DU145 prostate cancer cells treated with single-dose radiation and fractionated radiation by microarray. Selected miRNAs were studied in RWPE-1 normal prostate epithelial cells by RT-PCR. Fractionated radiation significantly altered more miRNAs as compared to single-dose radiation. Downregulation of oncomiR-17-92 cluster was observed only in the p53 positive LNCaP and RWPE-1 cells treated with single-dose radiation and fractionated radiation. Comparison of miRNA and mRNA data by IPA target filter analysis revealed an inverse correlation between miR-17-92 cluster and several targets including TP53INP1 in p53 signaling pathway. The base level expressions of these miRNAs were significantly different among the cell lines and did not predict the radiation outcome. Tumor suppressor miR-34a and let-7 miRNAs were upregulated by fractionated radiation in radiosensitive LNCaP (p53 positive) and PC3 (p53-null) cells indicating that radiation-induced miRNA expression may not be regulated by p53 alone. Our data support the potential for using fractionated radiation to induce molecular targets and radiation-induced miRNAs may have a significant role in predicting radiosensitivity.


Subject(s)
Dose Fractionation, Radiation , MicroRNAs/genetics , MicroRNAs/metabolism , Prostatic Neoplasms/pathology , Cell Line, Tumor , Epithelial Cells/metabolism , Epithelial Cells/radiation effects , Hot Temperature , Humans , Immunity, Innate/genetics , Immunity, Innate/radiation effects , Male , Radiation Tolerance/genetics , Radiation Tolerance/radiation effects , Reproducibility of Results , Transcriptome/radiation effects
18.
J Cardiovasc Pharmacol ; 59(6): 487-99, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22668799

ABSTRACT

Nonsteroidal anti-inflammatory drugs (NSAIDs) have come under scrutiny because of the gastrointestinal, renal, and cardiovascular toxicity associated with prolonged use of these drugs. The purpose of this study was to identify molecular targets for NSAIDs related to cellular toxicity with a view to optimize drug efficacy in the clinic. Coronary artery smooth muscle cells and endothelial cells were treated with low (clinically achievable) and high (typically used in preclinical studies) concentrations of celecoxib, NS398, and ibuprofen for 24 hours. NSAIDs-induced gene expression changes were evaluated by microarray analysis and validated by real-time reverse-transcription polymerase chain reaction and western blotting. The functional significance of differentially expressed genes was evaluated by Ingenuity Pathway Analysis. At high concentrations, NSAIDs altered the expression of genes regulating cell proliferation and cell death. NSAIDs also altered genes associated with cardiovascular functions including inflammation, thrombosis, fibrinolysis, coronary artery disease, and hypertension. The gene expression was most impacted by ibuprofen, celecoxib, and NS398, in that order. This study revealed that NSAIDs altered expression of an array of genes associated with cardiovascular events and emphasizes the potential for fingerprinting drugs in preclinical studies to assess the potential drug toxicity and to optimize the drug efficacy in clinical settings.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/pharmacology , Coronary Vessels/drug effects , Gene Expression Regulation/drug effects , Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Blotting, Western , Celecoxib , Cell Proliferation/drug effects , Cells, Cultured , Coronary Vessels/cytology , Coronary Vessels/metabolism , Dose-Response Relationship, Drug , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Gene Expression Profiling , Humans , Ibuprofen/pharmacology , Microarray Analysis , Molecular Targeted Therapy , Muscle, Smooth, Vascular/cytology , Muscle, Smooth, Vascular/drug effects , Muscle, Smooth, Vascular/metabolism , Nitrobenzenes/administration & dosage , Nitrobenzenes/pharmacology , Pyrazoles/administration & dosage , Pyrazoles/pharmacology , Reverse Transcriptase Polymerase Chain Reaction , Sulfonamides/administration & dosage , Sulfonamides/pharmacology
19.
Int J Radiat Biol ; 87(12): 1173-81, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22035456

ABSTRACT

PURPOSE: To determine whether differences exist between proton and electron radiations on biological responses after total-body exposure. MATERIALS AND METHODS: ICR mice (n=45) were irradiated to 2 Gray (Gy) using fully modulated 70 MeV protons (0.5 Gy/min) and 21 MeV electrons (3 Gy/min). At 36 h post-irradiation liver gene expression, white blood cell (WBC), natural killer (NK) cell and other analyses were performed. RESULTS: Oxidative stress-related gene expression patterns were strikingly different for irradiated groups compared to 0 Gy (P<0.05). Proton radiation up-regulated 15 genes (Ctsb, Dnm2, Gpx5, Il19, Il22, Kif9, Lpo, Nox4, Park7, Prdx4, Prdx6, Rag2, Sod3, Srxn1, Xpa) and down-regulated 2 genes (Apoe, Prdx1). After electron irradiation, 20 genes were up-regulated (Aass, Ctsb, Dnm2, Gpx1, Gpx4, Gpx5, Gpx6, Gstk1, Il22, Kif9, Lpo, Nox4, Park7, Prdx3, Prdx4, Prdx5, Rag2, Sod1, Txnrd3, Xpa) and 1 was down-regulated (Mpp4). Of the modified genes, only 11 were common to both forms of radiation. Comparison between the two irradiated groups showed that electrons significantly up-regulated three genes (Gstk1, Prdx3, Scd1). Numbers of WBC and major leukocyte types were low in the irradiated groups (P<0.001 vs. 0 Gy). Hemoglobin and platelet counts were low in the electron-irradiated group (P<0.05 vs. 0 Gy). However, spleens from electron-irradiated mice had higher WBC and lymphocyte counts, as well as enhanced NK cell cytotoxicity, compared to animals exposed to protons (P<0.05). There were no differences between the two irradiated groups in body mass, organ masses, and other assessed parameters, although some differences were noted compared to 0 Gy. CONCLUSION: Collectively, the data demonstrate that at least some biological effects induced by electrons may not be directly extrapolated to protons.


Subject(s)
Blood Cells/radiation effects , Electrons , Liver/radiation effects , Protons , Radiation, Ionizing , Spleen/radiation effects , Animals , Blood Cell Count/methods , Blood Cells/cytology , Blood Cells/metabolism , Dose-Response Relationship, Radiation , Gene Expression/radiation effects , Killer Cells, Natural/cytology , Killer Cells, Natural/metabolism , Killer Cells, Natural/radiation effects , Leukocytes/cytology , Leukocytes/metabolism , Leukocytes/radiation effects , Liver/metabolism , Male , Mice , Mice, Inbred ICR , Oxidative Stress/radiation effects , Spleen/metabolism , Time Factors , Whole-Body Irradiation/methods
20.
Technol Cancer Res Treat ; 9(6): 637-49, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21070086

ABSTRACT

Radiation is a major factor in the spaceflight environment that has carcinogenic potential. Astronauts on missions are continuously exposed to low-dose/low-dose-rate (LDR) radiation and may receive relatively high doses during a solar particle event (SPE) that consists primarily of protons. However, there are very few reports in which LDR photons were combined with protons. In this study, C57BL/6 mice were exposed to 1.7 Gy simulated SPE (sSPE) protons over 36 h, both with and without pre-exposure to 0.01 Gray (Gy) LDR g-rays at 0.018 cGy/h. Apoptosis in skin samples was determined by immunohistochemistry immediately post-irradiation (day 0). Spleen mass relative to body mass, white blood cells (WBC), major leukocyte populations, lymphocyte subsets (T, Th, Tc, B, NK), and CD4(+)CD25(+)Foxp3+ T regulatory (Treg) cells were analyzed on days 4 and 21. Apoptosis in skin samples was evident in all irradiated groups; the LDR+sSPE mice had the greatest expression of activated caspase-3. On day 4 post-irradiation, the sSPE and LDR+sSPE groups had significantly lower WBC counts in blood and spleen compared to non-irradiated controls (p < 0.05 vs. 0 Gy). CD4(+)CD25(+)Foxp3(+) Treg cell numbers in spleen were decreased at day 4, but proportions were increased in the sSPE and LDR+sSPE groups (p < 0.05 vs. 0 Gy). By day 21, lymphocyte counts were still low in blood from the LDR+sSPE mice, especially due to reductions in B, NK, and CD8(+) T cytotoxic cells. The data demonstrate, for the first time, that pre-exposure to LDR photons did not protect against the adverse effects of radiation mimicking a large solar storm. The increased proportion of immunosuppressive CD4+CD25(+) Foxp3(+) Treg and persistent reduction in circulating lymphocytes may adversely impact immune defenses that include removal of sub-lethally damaged cells with carcinogenic potential, at least for a period of time post-irradiation.


Subject(s)
Forkhead Transcription Factors/metabolism , Leukocytes/radiation effects , Photons/adverse effects , Protons/adverse effects , Solar Activity , T-Lymphocytes, Regulatory/radiation effects , Animals , Body Weight/radiation effects , Computer Simulation , Dose-Response Relationship, Radiation , Leukocytes/metabolism , Mice , Mice, Inbred C57BL , Radiation Dosage , Skin/cytology , Skin/immunology , Skin/metabolism , Skin/radiation effects , T-Lymphocytes, Regulatory/metabolism
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