38 results on '"Johnson, Kevin C."'
Search Results
2. Glioma progression is shaped by genetic evolution and microenvironment interactions
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Varn, Frederick S, Johnson, Kevin C, Martinek, Jan, Huse, Jason T, Nasrallah, MacLean P, Wesseling, Pieter, Cooper, Lee AD, Malta, Tathiane M, Wade, Taylor E, Sabedot, Thais S, Brat, Daniel, Gould, Peter V, Wöehrer, Adelheid, Aldape, Kenneth, Ismail, Azzam, Sivajothi, Santhosh K, Barthel, Floris P, Kim, Hoon, Kocakavuk, Emre, Ahmed, Nazia, White, Kieron, Datta, Indrani, Moon, Hyo-Eun, Pollock, Steven, Goldfarb, Christine, Lee, Ga-Hyun, Garofano, Luciano, Anderson, Kevin J, Nehar-Belaid, Djamel, Barnholtz-Sloan, Jill S, Bakas, Spyridon, Byrne, Annette T, D’Angelo, Fulvio, Gan, Hui K, Khasraw, Mustafa, Migliozzi, Simona, Ormond, D Ryan, Paek, Sun Ha, Van Meir, Erwin G, Walenkamp, Annemiek ME, Watts, Colin, Weiss, Tobias, Weller, Michael, Palucka, Karolina, Stead, Lucy F, Poisson, Laila M, Noushmehr, Houtan, Iavarone, Antonio, Verhaak, Roel GW, Consortium, The GLASS, Alfaro, Kristin D, Amin, Samirkumar B, Ashley, David M, Bock, Christoph, Brodbelt, Andrew, Bulsara, Ketan R, and Castro, Ana Valeria
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Biological Sciences ,Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Genetics ,Brain Disorders ,Brain Cancer ,Cancer ,Cancer Genomics ,Neurosciences ,Human Genome ,Rare Diseases ,2.1 Biological and endogenous factors ,Adult ,Brain Neoplasms ,Evolution ,Molecular ,Genes ,p16 ,Glioma ,Humans ,Isocitrate Dehydrogenase ,Mutation ,Neoplasm Recurrence ,Local ,Tumor Microenvironment ,GLASS Consortium ,genomics ,glioblastoma ,glioma ,hypermutation ,macrophages ,microenvironment ,neurons ,single-cell ,spatial imaging ,treatment resistance ,Medical and Health Sciences ,Developmental Biology ,Biological sciences ,Biomedical and clinical sciences - Abstract
The factors driving therapy resistance in diffuse glioma remain poorly understood. To identify treatment-associated cellular and genetic changes, we analyzed RNA and/or DNA sequencing data from the temporally separated tumor pairs of 304 adult patients with isocitrate dehydrogenase (IDH)-wild-type and IDH-mutant glioma. Tumors recurred in distinct manners that were dependent on IDH mutation status and attributable to changes in histological feature composition, somatic alterations, and microenvironment interactions. Hypermutation and acquired CDKN2A deletions were associated with an increase in proliferating neoplastic cells at recurrence in both glioma subtypes, reflecting active tumor growth. IDH-wild-type tumors were more invasive at recurrence, and their neoplastic cells exhibited increased expression of neuronal signaling programs that reflected a possible role for neuronal interactions in promoting glioma progression. Mesenchymal transition was associated with the presence of a myeloid cell state defined by specific ligand-receptor interactions with neoplastic cells. Collectively, these recurrence-associated phenotypes represent potential targets to alter disease progression.
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- 2022
3. Spatial concordance of DNA methylation classification in diffuse glioma
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Verburg, Niels, Barthel, Floris P, Anderson, Kevin J, Johnson, Kevin C, Koopman, Thomas, Yaqub, Maqsood M, Hoekstra, Otto S, Lammertsma, Adriaan A, Barkhof, Frederik, Pouwels, Petra JW, Reijneveld, Jaap C, Rozemuller, Annemieke JM, Beliën, Jeroen AM, Boellaard, Ronald, Taylor, Michael D, Das, Sunit, Costello, Joseph F, Vandertop, William Peter, Wesseling, Pieter, de Witt Hamer, Philip C, and Verhaak, Roel GW
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Biomedical and Clinical Sciences ,Clinical Sciences ,Oncology and Carcinogenesis ,Clinical Research ,Brain Cancer ,Cancer Genomics ,Neurosciences ,Genetics ,Cancer ,Rare Diseases ,Human Genome ,Biomedical Imaging ,Brain Disorders ,4.2 Evaluation of markers and technologies ,Adult ,Brain Neoplasms ,DNA Methylation ,Glioma ,Humans ,Isocitrate Dehydrogenase ,Mutation ,Oligodendroglioma ,DNA methylation classification ,epigenetics ,glioma ,imaging ,intratumoral heterogeneity ,Oncology & Carcinogenesis ,Oncology and carcinogenesis - Abstract
BackgroundIntratumoral heterogeneity is a hallmark of diffuse gliomas. DNA methylation profiling is an emerging approach in the clinical classification of brain tumors. The goal of this study is to investigate the effects of intratumoral heterogeneity on classification confidence.MethodsWe used neuronavigation to acquire 133 image-guided and spatially separated stereotactic biopsy samples from 16 adult patients with a diffuse glioma (7 IDH-wildtype and 2 IDH-mutant glioblastoma, 6 diffuse astrocytoma, IDH-mutant and 1 oligodendroglioma, IDH-mutant and 1p19q codeleted), which we characterized using DNA methylation arrays. Samples were obtained from regions with and without abnormalities on contrast-enhanced T1-weighted and fluid-attenuated inversion recovery MRI. Methylation profiles were analyzed to devise a 3-dimensional reconstruction of (epi)genetic heterogeneity. Tumor purity was assessed from clonal methylation sites.ResultsMolecular aberrations indicated that tumor was found outside imaging abnormalities, underlining the infiltrative nature of this tumor and the limitations of current routine imaging modalities. We demonstrate that tumor purity is highly variable between samples and explains a substantial part of apparent epigenetic spatial heterogeneity. We observed that DNA methylation subtypes are often, but not always, conserved in space taking tumor purity and prediction accuracy into account.ConclusionOur results underscore the infiltrative nature of diffuse gliomas and suggest that DNA methylation subtypes are relatively concordant in this tumor type, although some heterogeneity exists.
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- 2021
4. Comparative Molecular Life History of Spontaneous Canine and Human Gliomas
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Amin, Samirkumar B, Anderson, Kevin J, Boudreau, C Elizabeth, Martinez-Ledesma, Emmanuel, Kocakavuk, Emre, Johnson, Kevin C, Barthel, Floris P, Varn, Frederick S, Kassab, Cynthia, Ling, Xiaoyang, Kim, Hoon, Barter, Mary, Lau, Ching C, Ngan, Chew Yee, Chapman, Margaret, Koehler, Jennifer W, Long, James P, Miller, Andrew D, Miller, C Ryan, Porter, Brian F, Rissi, Daniel R, Mazcko, Christina, LeBlanc, Amy K, Dickinson, Peter J, Packer, Rebecca A, Taylor, Amanda R, Rossmeisl, John H, Woolard, Kevin D, Heimberger, Amy B, Levine, Jonathan M, and Verhaak, Roel GW
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Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Brain Cancer ,Human Genome ,Rare Diseases ,Cancer ,Brain Disorders ,Neurosciences ,Animals ,Brain Neoplasms ,DNA Methylation ,Dogs ,Exome ,Glioma ,Humans ,Isocitrate Dehydrogenase ,Mutation ,Tumor Suppressor Protein p53 ,adult glioma ,canine glioma ,comparative genomics ,comparative oncology ,computational biology ,life history ,mutagenesis ,pediatric glioma ,Oncology and Carcinogenesis ,Oncology & Carcinogenesis ,Biochemistry and cell biology ,Oncology and carcinogenesis - Abstract
Sporadic gliomas in companion dogs provide a window on the interaction between tumorigenic mechanisms and host environment. We compared the molecular profiles of canine gliomas with those of human pediatric and adult gliomas to characterize evolutionarily conserved mammalian mutational processes in gliomagenesis. Employing whole-genome, exome, transcriptome, and methylation sequencing of 83 canine gliomas, we found alterations shared between canine and human gliomas such as the receptor tyrosine kinases, TP53 and cell-cycle pathways, and IDH1 R132. Canine gliomas showed high similarity with human pediatric gliomas per robust aneuploidy, mutational rates, relative timing of mutations, and DNA-methylation patterns. Our cross-species comparative genomic analysis provides unique insights into glioma etiology and the chronology of glioma-causing somatic alterations.
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- 2020
5. Longitudinal molecular trajectories of diffuse glioma in adults
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Barthel, Floris P, Johnson, Kevin C, Varn, Frederick S, Moskalik, Anzhela D, Tanner, Georgette, Kocakavuk, Emre, Anderson, Kevin J, Abiola, Olajide, Aldape, Kenneth, Alfaro, Kristin D, Alpar, Donat, Amin, Samirkumar B, Ashley, David M, Bandopadhayay, Pratiti, Barnholtz-Sloan, Jill S, Beroukhim, Rameen, Bock, Christoph, Brastianos, Priscilla K, Brat, Daniel J, Brodbelt, Andrew R, Bruns, Alexander F, Bulsara, Ketan R, Chakrabarty, Aruna, Chakravarti, Arnab, Chuang, Jeffrey H, Claus, Elizabeth B, Cochran, Elizabeth J, Connelly, Jennifer, Costello, Joseph F, Finocchiaro, Gaetano, Fletcher, Michael N, French, Pim J, Gan, Hui K, Gilbert, Mark R, Gould, Peter V, Grimmer, Matthew R, Iavarone, Antonio, Ismail, Azzam, Jenkinson, Michael D, Khasraw, Mustafa, Kim, Hoon, Kouwenhoven, Mathilde CM, LaViolette, Peter S, Li, Meihong, Lichter, Peter, Ligon, Keith L, Lowman, Allison K, Malta, Tathiane M, Mazor, Tali, McDonald, Kerrie L, Molinaro, Annette M, Nam, Do-Hyun, Nayyar, Naema, Ng, Ho Keung, Ngan, Chew Yee, Niclou, Simone P, Niers, Johanna M, Noushmehr, Houtan, Noorbakhsh, Javad, Ormond, D Ryan, Park, Chul-Kee, Poisson, Laila M, Rabadan, Raul, Radlwimmer, Bernhard, Rao, Ganesh, Reifenberger, Guido, Sa, Jason K, Schuster, Michael, Shaw, Brian L, Short, Susan C, Smitt, Peter A Sillevis, Sloan, Andrew E, Smits, Marion, Suzuki, Hiromichi, Tabatabai, Ghazaleh, Van Meir, Erwin G, Watts, Colin, Weller, Michael, Wesseling, Pieter, Westerman, Bart A, Widhalm, Georg, Woehrer, Adelheid, Yung, WK Alfred, Zadeh, Gelareh, Huse, Jason T, De Groot, John F, Stead, Lucy F, and Verhaak, Roel GW
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Neurosciences ,Brain Disorders ,Cancer ,Rare Diseases ,Brain Cancer ,Genetics ,Adult ,Chromosomes ,Human ,Pair 1 ,Chromosomes ,Human ,Pair 19 ,Disease Progression ,Glioma ,Humans ,Isocitrate Dehydrogenase ,Mutation ,Polymorphism ,Single Nucleotide ,Recurrence ,GLASS Consortium ,General Science & Technology - Abstract
The evolutionary processes that drive universal therapeutic resistance in adult patients with diffuse glioma remain unclear1,2. Here we analysed temporally separated DNA-sequencing data and matched clinical annotation from 222 adult patients with glioma. By analysing mutations and copy numbers across the three major subtypes of diffuse glioma, we found that driver genes detected at the initial stage of disease were retained at recurrence, whereas there was little evidence of recurrence-specific gene alterations. Treatment with alkylating agents resulted in a hypermutator phenotype at different rates across the glioma subtypes, and hypermutation was not associated with differences in overall survival. Acquired aneuploidy was frequently detected in recurrent gliomas and was characterized by IDH mutation but without co-deletion of chromosome arms 1p/19q, and further converged with acquired alterations in the cell cycle and poor outcomes. The clonal architecture of each tumour remained similar over time, but the presence of subclonal selection was associated with decreased survival. Finally, there were no differences in the levels of immunoediting between initial and recurrent gliomas. Collectively, our results suggest that the strongest selective pressures occur during early glioma development and that current therapies shape this evolution in a largely stochastic manner.
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- 2019
6. Single-cell multimodal glioma analyses identify epigenetic regulators of cellular plasticity and environmental stress response
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Johnson, Kevin C., Anderson, Kevin J., Courtois, Elise T., Gujar, Amit D., Barthel, Floris P., Varn, Frederick S., Luo, Diane, Seignon, Martine, Yi, Eunhee, Kim, Hoon, Estecio, Marcos R. H., Zhao, Dacheng, Tang, Ming, Navin, Nicholas E., Maurya, Rahul, Ngan, Chew Yee, Verburg, Niels, de Witt Hamer, Philip C., Bulsara, Ketan, Samuels, Michael L., Das, Sunit, Robson, Paul, and Verhaak, Roel G. W.
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- 2021
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7. Radiotherapy is associated with a deletion signature that contributes to poor outcomes in patients with cancer
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Kocakavuk, Emre, Anderson, Kevin J., Varn, Frederick S., Johnson, Kevin C., Amin, Samirkumar B., Sulman, Erik. P., Lolkema, Martijn P., Barthel, Floris P., and Verhaak, Roel G. W.
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- 2021
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8. Concordance of DNA methylation profiles between breast core biopsy and surgical excision specimens containing ductal carcinoma in situ (DCIS)
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Chen, Youdinghuan, Marotti, Jonathan D., Jenson, Erik G., Onega, Tracy L., Johnson, Kevin C., and Christensen, Brock C.
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- 2017
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9. Comparison of Methods for Predicting Dissolution and the Theoretical Implications of Particle-Size-Dependent Solubility
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Johnson, Kevin C.
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- 2012
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10. Hemizygous CDKN2A deletion confers worse survival outcomes in IDHmut-noncodel gliomas.
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Kocakavuk, Emre, Johnson, Kevin C, Sabedot, Thais S, Reinhardt, Hans Christian, Noushmehr, Houtan, and Verhaak, Roel G W
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- 2023
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11. Meeting Report: Applied Biopharmaceutics and Quality by Design for Dissolution/Release Specification Setting: Product Quality for Patient Benefit
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Selen, Arzu, Cruañes, Maria T., Müllertz, Anette, Dickinson, Paul A., Cook, Jack A., Polli, James E., Kesisoglou, Filippos, Crison, John, Johnson, Kevin C., Muirhead, Gordon T., Schofield, Timothy, and Tsong, Yi
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- 2010
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12. Guidance in the Setting of Drug Particle Size Specifications to Minimize Variability in Absorption
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Johnson, Kevin C. and Swindell, Archie C.
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- 1996
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13. Dissolution Modeling: Factors Affecting the Dissolution Rates of Polydisperse Powders
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Lu, Allan T. K., Frisella, Mary E., and Johnson, Kevin C.
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- 1993
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14. Genome-wide characterization of cytosine-specific 5-hydroxymethylation in normal breast tissue.
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Wilkins, Owen M., Johnson, Kevin C., Houseman, E. Andres, King, Jessica E., Marsit, Carmen J., and Christensen, Brock C.
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- 2020
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15. Reagan's Legacy: A Conservative Majority Rules on Civil Rights, Civil Liberties and State and Local Government Issues
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Freilich, Robert H., Kieler, Benjamin M., and Johnson, Kevin C.
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- 1989
16. Normal breast tissue DNA methylation differences at regulatory elements are associated with the cancer risk factor age.
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Johnson, Kevin C., Houseman, E. Andres, King, Jessica E., and Christensen, Brock C.
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DNA methylation ,BREAST cancer risk factors ,CARCINOGENESIS ,EPIGENETICS ,CANCER genetics - Abstract
Background: The underlying biological mechanisms through which epidemiologically defined breast cancer risk factors contribute to disease risk remain poorly understood. Identification of the molecular changes associated with cancer risk factors in normal tissues may aid in determining the earliest events of carcinogenesis and informing cancer prevention strategies.Methods: Here we investigated the impact cancer risk factors have on the normal breast epigenome by analyzing DNA methylation genome-wide (Infinium 450 K array) in cancer-free women from the Susan G. Komen Tissue Bank (n = 100). We tested the relation of established breast cancer risk factors, age, body mass index, parity, and family history of disease, with DNA methylation adjusting for potential variation in cell-type proportions.Results: We identified 787 cytosine-guanine dinucleotide (CpG) sites that demonstrated significant associations (Q value <0.01) with subject age. Notably, DNA methylation was not strongly associated with the other evaluated breast cancer risk factors. Age-related DNA methylation changes are primarily increases in methylation enriched at breast epithelial cell enhancer regions (P = 7.1E-20), and binding sites of chromatin remodelers (MYC and CTCF). We validated the age-related associations in two independent populations, using normal breast tissue samples (n = 18) and samples of normal tissue adjacent to tumor tissue (n = 97). The genomic regions classified as age-related were more likely to be regions altered in both pre-invasive (n = 40, P = 3.0E-03) and invasive breast tumors (n = 731, P = 1.1E-13).Conclusions: DNA methylation changes with age occur at regulatory regions, and are further exacerbated in cancer, suggesting that age influences breast cancer risk in part through its contribution to epigenetic dysregulation in normal breast tissue. [ABSTRACT FROM AUTHOR]- Published
- 2017
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17. Integrative epigenetic and genetic pan-cancer somatic alteration portraits.
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Salas, Lucas A., Johnson, Kevin C., Koestler, Devin C., O'Sullivan, Dylan E., and Christensen, Brock C.
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- 2017
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18. Hydroxymethylation is uniquely distributed within term placenta, and is associated with gene expression.
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Green, Benjamin B., Houseman, E. Andres, Johnson, Kevin C., Guerin, Dylan J., Armstrong, David A., Christensen, Brock C., and Marsit, Carmen J.
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- 2016
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19. Epigenetic and genetic burden measures are associated with tumor characteristics in invasive breast carcinoma.
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O'Sullivan, Dylan E., Johnson, Kevin C., Skinner, Lucy, Koestler, Devin C., and Christensen, Brock C.
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- 2016
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20. DNA methylation in ductal carcinoma in situ related with future development of invasive breast cancer.
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Johnson, Kevin C., Koestler, Devin C., Fleischer, Thomas, Panpan Chen, Jenson, Erik G., Marotti, Jonathan D., Onega, Tracy, Kristensen, Vessela N., and Christensen, Brock C.
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DUCTAL carcinoma , *DNA methylation , *ESTROGEN , *MAMMOGRAMS , *BREAST cancer - Abstract
Background: Ductal carcinoma in situ (DCIS) is a heterogeneous, pre-invasive lesion associated with an increased risk for future invasive ductal carcinoma. However, accurate risk stratification for development of invasive disease and appropriate treatment decisions remain clinical challenges. DNA methylation alterations are early events in the progression of cancer and represent emerging molecular markers that may predict invasive recurrence more accurately than traditional measures of DCIS prognosis. Results: We measured DNA methylation using the Illumina HumanMethylation450K array of estrogen-receptor positive DCIS (n = 40) and adjacent-normal (n = 15) tissues from subjects in the New Hampshire Mammography Network longitudinal breast imaging registry. We identified locus-specific methylation differences between DCIS and matched adjacent-normal tissue (95,609 CpGs, Q < 0.05). Among 40 DCIS cases, 13 later developed invasive disease and we identified 641 CpG sites that exhibited differential DNA methylation (P < 0.01 and median [ABSTRACT FROM AUTHOR]
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- 2015
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21. Serum cell-free DNA epigenetic biomarkers aid glioma diagnostics and monitoring.
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Johnson, Kevin C and Verhaak, Roel G W
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- 2021
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22. Genome-wide DNA methylation profiles in progression to in situ and invasive carcinoma of the breast with impact on gene transcription and prognosis.
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Fleischer, Thomas, Frigessi, Arnoldo, Johnson, Kevin C., Edvardsen, Hege, Touleimat, Nizar, Klajic, Jovana, Riis, Margit L. H., Haakensen, Vilde D., Wärnberg, Fredrik, Naume, Bjørn, Helland, Åslaug, Børresen-Dale, Anne-Lise, Tost, Jörg, Christensen, Brock C., and Kristensen, Vessela N.
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- 2014
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23. Effect of estrogen receptor α binding on functional DNA methylation in breast cancer.
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Ung, Matthew, Xiaotu Ma, Johnson, Kevin C., Christensen, Brock C., and Chao Cheng
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- 2014
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24. Age-related DNA methylation in normal breast tissue and its relationship with invasive breast tumor methylation.
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Johnson, Kevin C., Koestler, Devin C., Chao Cheng, and Christensen, Brock C.
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- 2014
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25. Evidence for tankyrases as antineoplastic targets in lung cancer.
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Busch, Alexander M., Johnson, Kevin C., Stan, Radu V., Sanglikar, Aarti, Ahmed, Yashi, Dmitrovsky, Ethan, and Freemantle, Sarah J.
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LUNG cancer , *ADENOMATOUS polyposis coli , *PHOSPHORYLATION , *CANCER cells , *LABORATORY mice - Abstract
Background: New pharmacologic targets are urgently needed to treat or prevent lung cancer, the most common cause of cancer death for men and women. This study identified one such target. This is the canonical Wnt signaling pathway, which is deregulated in cancers, including those lacking adenomatous polyposis coli or β-catenin mutations. Two poly-ADP-ribose polymerase (PARP) enzymes regulate canonical Wnt activity: tankyrase (TNKS) 1 and TNKS2. These enzymes poly-ADP-ribosylate (PARsylate) and destabilize axin, a key component of the β-catenin phosphorylation complex. Methods: This study used comprehensive gene profiles to uncover deregulation of the Wnt pathway in murine transgenic and human lung cancers, relative to normal lung. Antineoplastic consequences of genetic and pharmacologic targeting of TNKS in murine and human lung cancer cell lines were explored, and validated in vivo in mice by implantation of murine transgenic lung cancer cells engineered with reduced TNKS expression relative to controls. Results: Microarray analyses comparing Wnt pathway members in malignant versus normal tissues of a murine transgenic cyclin E lung cancer model revealed deregulation of Wnt pathway components, including TNKS1 and TNKS2. Real-time PCR assays independently confirmed these results in paired normal-malignant murine and human lung tissues. Individual treatments of a panel of human and murine lung cancer cell lines with the TNKS inhibitors XAV939 and IWR-1 dose-dependently repressed cell growth and increased cellular axin 1 and tankyrase levels. These inhibitors also repressed expression of a Wnt-responsive luciferase construct, implicating the Wnt pathway in conferring these antineoplastic effects. Individual or combined knockdown of TNKS1 and TNKS2 with siRNAs or shRNAs reduced lung cancer cell growth, stabilized axin, and repressed tumor formation in murine xenograft and syngeneic lung cancer models. Conclusions: Findings reported here uncovered deregulation of specific components of the Wnt pathway in both human and murine lung cancer models. Repressing TNKS activity through either genetic or pharmacological approaches antagonized canonical Wnt signaling, reduced murine and human lung cancer cell line growth, and decreased tumor formation in mouse models. Taken together, these findings implicate the use of TNKS inhibitors to target the Wnt pathway to combat lung cancer. [ABSTRACT FROM AUTHOR]
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- 2013
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26. OxyBS: estimation of 5-methylcytosine and 5-hydroxymethylcytosine from tandem-treated oxidative bisulfite and bisulfite DNA.
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Houseman, E. Andres, Johnson, Kevin C., and Christensen, Brock C.
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METHYLCYTOSINE , *ESTIMATION theory , *SODIUM bisulfite , *NUCLEOTIDES , *DNA microarrays , *CYTOSINE , *GENE expression , *DNA - Abstract
Summary: The use of sodium bisulfite (BS) treatment followed by hybridization to an Illumina Infinium BeadChip (HumanMethylation450 and MethylationEPIC) is a common method for interrogating 5-methylcytosine (5mC) at single nucleotide resolution. However, standard treatment of DNA with BS does not allow disambiguation of 5mC from an additional cytosine modification, 5- hydroxymethylcytosine (5hmC). Recently, it has been demonstrated that paired BS and oxidative bisulfite (oxBS) treatment on the same sample followed by hybridization to an Infinium microarray permits the differentiation of 5hmC from 5mC. Nevertheless, estimation of 5hmC and 5mC from tandem-treated arrays has been shown to produce irregular estimates of cytosine modifications. Results: We present a novel method using maximum likelihood estimation to accurately estimate the parameters of unmethylated cytosine (5C), 5mC and 5hmC from Infinium microarray data given the signal intensities from the oxBS and BS replicates. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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27. methyLiftover: cross-platform DNA methylation data integration.
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Titus, Alexander J., Houseman, E. Andrés, Johnson, Kevin C., and Christensen, Brock C.
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DNA methylation ,CROSS-platform software development ,DATA integration ,SOFTWARE sequencers ,METHYLATION ,MATHEMATICAL models - Abstract
Summary: The public availability of high throughput molecular data provides new opportunities for researchers to advance discovery, replication and validation efforts. One common challenge in leveraging such data is the diversity of measurement approaches and platforms and a lack of utilities enabling cross-platform comparisons among data sources for analysis. We present a method to map DNA methylation data from bisulfite sequencing approaches to CpG sites measured with the widely used Illumina methylation bead-array platforms. Correlations and median absolute deviations support the validity of using bisulfite sequencing data in combination with Illumina beadarray methylation data. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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28. Dissolution and Absorption Modeling: Model Expansion to Simulate the Effects of Precipitation, Water Absorption, Longitudinally Changing Intestinal Permeability, and Controlled Release on Drug Absorption.
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Johnson, Kevin C.
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DRUG solubility testing ,DRUG metabolism ,NIFEDIPINE ,PHARMACOKINETICS - Abstract
A previously described model for simulating drug dissolution, absorption, and pharmacokinetics has been expanded beyond the original application of simulating immediate-release dosage forms to include simulation of drug precipitation, water absorption from the gastrointestinal tract, changing gastrointestinal permeability, disintegration, and controlled-release and dissolution from a GITS-type dosage form. A mathematical description of the model is presented as well as a retrospective analysis of nifedipine to demonstrate the utility of the model. The fourth-order Runge-Kutta numerical method was used to solve the series of coupled differential equations used to simulate the process of dissolution, absorption, and drug disposition. The model was able to simulate the clinically demonstrated effect for drug particle size on nifedipine plasma concentrations for an immediate-release dosage form. Further simulations indicated that drug particle size was less important for a GITS-type dosage form at a release rate of 1.7 mg/hr compared to rate of 17 mg/hr. Hypothetical calculations simulated the potential effect of drug precipitation, water absorption, and changing permeability on drug plasma concentrations. The expanded model increases the utility of a previously described model in providing guidance in drug development and selection. [ABSTRACT FROM AUTHOR]
- Published
- 2003
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29. 5-Hydroxymethylcytosine localizes to enhancer elements and is associated with survival in glioblastoma patients.
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Johnson, Kevin C., Houseman, E. Andres, King, Jessica E., von Herrmann, Katharine M., Fadul, Camilo E., and Christensen, Brock C.
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- 2016
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30. Single nucleus transcriptomics, pharmacokinetics, and pharmacodynamics of combined CDK4/6 and mTOR inhibition in a phase 0/1 trial of recurrent high-grade glioma.
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Johnson KC, Tien AC, Jiang J, McNamara J, Chang YW, Montgomery C, DeSantis A, Elena-Sanchez L, Fujita Y, Kim S, Spitzer A, Gabriel P, Flynn WF, Courtois ET, Hong A, Harmon J, Umemura Y, Tovmasyan A, Li J, Mehta S, Verhaak R, and Sanai N
- Abstract
Outcomes for adult patients with a high-grade glioma continue to be dismal and new treatment paradigms are urgently needed. To optimize the opportunity for discovery, we performed a phase 0/1 dose-escalation clinical trial that investigated tumor pharmacokinetics, pharmacodynamics, and single nucleus transcriptomics following combined ribociclib (CDK4/6 inhibitor) and everolimus (mTOR inhibitor) treatment in recurrent high-grade glioma. Patients with a recurrent high-grade glioma (n = 24) harboring 1) CDKN2A / B deletion or CDK4 / 6 amplification, 2) PTEN loss or PIK3CA mutations, and 3) wild-type retinoblastoma protein (Rb) were enrolled. Patients received neoadjuvant ribociclib and everolimus treatment and no dose-limiting toxicities were observed. The median unbound ribociclib concentrations in Gadolinium non-enhancing tumor regions were 170 nM (range, 65 - 1770 nM) and 634 nM (range, 68 - 2345 nM) in patients receiving 5 days treatment at the daily dose of 400 and 600 mg, respectively. Unbound everolimus concentrations were below the limit of detection (< 0.1 nM) in both enhancing and non-enhancing tumor regions at all dose levels. We identified a significant decrease in MIB1 positive cells suggesting ribociclib-associated cell cycle inhibition. Single nuclei RNAseq (snRNA) based comparisons of 17 IDH-wild-type on-trial recurrences to 31 IDH-wild-type standard of care treated recurrences data demonstrated a significantly lower fraction of cycling and neural progenitor-like (NPC-like) malignant cell populations. We validated the CDK4/6 inhibitor-directed malignant cell state shifts using three patient-derived cell lines. The presented clinical trial highlights the value of integrating pharmacokinetics, pharmacodynamics, and single nucleus transcriptomics to assess treatment effects in phase 0/1 surgical tissues, including malignant cell state shifts. ClinicalTrials.gov identifier: NCT03834740 .
- Published
- 2024
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31. The Epigenetic Evolution of Glioma Is Determined by the IDH1 Mutation Status and Treatment Regimen.
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Malta TM, Sabedot TS, Morosini NS, Datta I, Garofano L, Vallentgoed W, Varn FS, Aldape K, D'Angelo F, Bakas S, Barnholtz-Sloan JS, Gan HK, Hasanain M, Hau AC, Johnson KC, Cazacu S, deCarvalho AC, Khasraw M, Kocakavuk E, Kouwenhoven MCM, Migliozzi S, Niclou SP, Niers JM, Ormond DR, Paek SH, Reifenberger G, Sillevis Smitt PA, Smits M, Stead LF, van den Bent MJ, Van Meir EG, Walenkamp A, Weiss T, Weller M, Westerman BA, Ylstra B, Wesseling P, Lasorella A, French PJ, Poisson LM, Verhaak RGW, Iavarone A, and Noushmehr H
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- Humans, Epigenesis, Genetic, Epigenomics, Mutation, Neoplasm Recurrence, Local genetics, Tumor Microenvironment, Brain Neoplasms pathology, Glioma pathology, Isocitrate Dehydrogenase genetics, Isocitrate Dehydrogenase metabolism
- Abstract
Tumor adaptation or selection is thought to underlie therapy resistance in glioma. To investigate longitudinal epigenetic evolution of gliomas in response to therapeutic pressure, we performed an epigenomic analysis of 132 matched initial and recurrent tumors from patients with IDH-wildtype (IDHwt) and IDH-mutant (IDHmut) glioma. IDHwt gliomas showed a stable epigenome over time with relatively low levels of global methylation. The epigenome of IDHmut gliomas showed initial high levels of genome-wide DNA methylation that was progressively reduced to levels similar to those of IDHwt tumors. Integration of epigenomics, gene expression, and functional genomics identified HOXD13 as a master regulator of IDHmut astrocytoma evolution. Furthermore, relapse of IDHmut tumors was accompanied by histologic progression that was associated with survival, as validated in an independent cohort. Finally, the initial cell composition of the tumor microenvironment varied between IDHwt and IDHmut tumors and changed differentially following treatment, suggesting increased neoangiogenesis and T-cell infiltration upon treatment of IDHmut gliomas. This study provides one of the largest cohorts of paired longitudinal glioma samples with epigenomic, transcriptomic, and genomic profiling and suggests that treatment of IDHmut glioma is associated with epigenomic evolution toward an IDHwt-like phenotype., Significance: Standard treatments are related to loss of DNA methylation in IDHmut glioma, resulting in epigenetic activation of genes associated with tumor progression and alterations in the microenvironment that resemble treatment-naïve IDHwt glioma., (©2023 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2024
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32. Live-Cell Imaging Shows Uneven Segregation of Extrachromosomal DNA Elements and Transcriptionally Active Extrachromosomal DNA Hubs in Cancer.
- Author
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Yi E, Gujar AD, Guthrie M, Kim H, Zhao D, Johnson KC, Amin SB, Costa ML, Yu Q, Das S, Jillette N, Clow PA, Cheng AW, and Verhaak RGW
- Subjects
- Humans, DNA genetics, Extrachromosomal Inheritance, Gene Amplification, Neoplasms genetics, Tumor Microenvironment
- Abstract
Oncogenic extrachromosomal DNA elements (ecDNA) play an important role in tumor evolution, but our understanding of ecDNA biology is limited. We determined the distribution of single-cell ecDNA copy number across patient tissues and cell line models and observed how cell-to-cell ecDNA frequency varies greatly. The exceptional intratumoral heterogeneity of ecDNA suggested ecDNA-specific replication and propagation mechanisms. To evaluate the transfer of ecDNA genetic material from parental to offspring cells during mitosis, we established the CRISPR-based ecTag method. ecTag leverages ecDNA-specific breakpoint sequences to tag ecDNA with fluorescent markers in living cells. Applying ecTag during mitosis revealed disjointed ecDNA inheritance patterns, enabling rapid ecDNA accumulation in individual cells. After mitosis, ecDNAs clustered into ecDNA hubs, and ecDNA hubs colocalized with RNA polymerase II, promoting transcription of cargo oncogenes. Our observations provide direct evidence for uneven segregation of ecDNA and shed new light on mechanisms through which ecDNAs contribute to oncogenesis. SIGNIFICANCE: ecDNAs are vehicles for oncogene amplification. The circular nature of ecDNA affords unique properties, such as mobility and ecDNA-specific replication and segregation behavior. We uncovered fundamental ecDNA properties by tracking ecDNAs in live cells, highlighting uneven and random segregation and ecDNA hubs that drive cargo gene transcription. See related commentary by Henssen, p. 293 . This article is highlighted in the In This Issue feature, p. 275 ., (©2021 American Association for Cancer Research.)
- Published
- 2022
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33. Mechanistic modeling of gastrointestinal motility with integrated dissolution for simulating drug absorption.
- Author
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Johnson KC
- Abstract
A new computational method - the multiple moving plug (MMP) model - is described to simulate the effect of gastrointestinal motility and dissolution on the pharmacokinetic profile of any given drug. The method is physiologically more consistent with the experimental evidence that fluid exists in discrete plugs in the gastrointestinal tract, and therefore is more realistic than modeling the gastrointestinal tract as a series of compartments with first-order transfer. The number of plugs used in simulations, their gastric emptying times and volumes, and their residence times in the small intestine can be matched with experimental data on motility. In sample simulations, drug absorption from a series of fluid plugs emptied from the stomach at evenly spaced time intervals showed lower C
max and higher Tmax than an equivalent dose emptied immediately as a single plug. To the extent that new techniques can establish typical ranges for the volumes of fluid emptied from the stomach and their respective timing, the MMP model may be able to predict the effect of gastric emptying on the variability seen in pharmacokinetic profiles. This could lead to an expanded safe space for the regulatory acceptance of formulations based on dissolution data., Competing Interests: Conflict of interest: The author is the president of Intellipharm LLC., (Copyright © 2020 by the authors.)- Published
- 2020
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34. Molecular and clonal evolution in recurrent metastatic gliosarcoma.
- Author
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Anderson KJ, Tan AC, Parkinson J, Back M, Kastelan M, Newey A, Brewer J, Wheeler H, Hudson AL, Amin SB, Johnson KC, Barthel FP, Verhaak RGW, and Khasraw M
- Subjects
- Adult, Alleles, Biomarkers, Tumor, Biopsy, Combined Modality Therapy, DNA Copy Number Variations, Female, Gliosarcoma therapy, Humans, Immunohistochemistry, Multimodal Imaging methods, Mutation, Neoplasm Metastasis, Neoplasm Staging, Recurrence, Cell Transformation, Neoplastic genetics, Clonal Evolution genetics, Gliosarcoma etiology, Gliosarcoma pathology
- Abstract
We discuss the molecular evolution of gliosarcoma, a mesenchymal type of glioblastoma (GBM), using the case of a 37-yr-old woman who developed two recurrences and an extracranial metastasis. She was initially diagnosed with isocitrate dehydrogenase (IDH) wild-type gliosarcoma in the frontal lobe and treated with surgery followed by concurrent radiotherapy with temozolomide. Five months later the tumor recurred in the left frontal lobe, outside the initially resected area, and was treated with further surgery and radiotherapy. Six months later the patient developed a second left frontal recurrence and was again treated with surgery and radiotherapy. Six weeks later, further recurrence was observed in the brain and bone, and biopsy confirmed metastases in the pelvic bones. To understand the clonal relationships between the four tumor instances and the origin of metastasis, we performed whole-genome sequencing of the intracranial tumors and the tumor located in the right iliac bone. We compared their mutational and copy-number profiles and inferred the clonal phylogeny. The tumors harbored shared alterations in GBM driver genes, including mutations in TP53 , NF1 , and RB1 , and CDKN2A deletion. Whole-genome doubling was identified in the first recurrence and the extracranial metastasis. Comparisons of the metastatic to intracranial tumors highlighted a high similarity in molecular profile but contrasting evidence regarding the origin of the metastasis. Subclonal reconstruction suggested a parallel evolution of the recurrent tumors, and that the metastatic tumor was largely derived from the first recurrence. We conclude that metastasis in glioma can be a late event in tumorigenesis., (© 2020 Anderson et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2020
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35. Evolving Insights into the Molecular Neuropathology of Diffuse Gliomas in Adults.
- Author
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Barthel FP, Johnson KC, Wesseling P, and Verhaak RGW
- Subjects
- Humans, Neuropathology, Brain Neoplasms classification, Brain Neoplasms genetics, Brain Neoplasms pathology
- Abstract
Recent advances in molecular analysis and genome sequencing have prompted a paradigm shift in neuropathology. This article discusses the discovery and clinical relevance of molecular biomarkers in diffuse gliomas in adults and how these biomarkers led to revision of the World Health Organization classification of these tumors. We relate progress in clinical classification to an overview of studies using molecular profiling to study gene expression and DNA methylation to categorize diffuse gliomas in adults and issues dealing with intratumoral heterogeneity. These efforts will refine the taxonomy of diffuse gliomas, facilitate selection of appropriate treatment regimens, and ultimately improve patient's lives., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2018
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36. Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes.
- Author
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Titus AJ, Way GP, Johnson KC, and Christensen BC
- Subjects
- Computational Biology methods, CpG Islands, DNA Copy Number Variations, Epigenesis, Genetic, Female, Gene Expression Profiling, Humans, Molecular Sequence Annotation, Neoplasm Staging, Promoter Regions, Genetic, Reproducibility of Results, Breast Neoplasms genetics, Breast Neoplasms pathology, Chromosomes, Human, Pair 1, DNA Methylation, Gene Expression Regulation, Neoplastic
- Abstract
Breast cancer is a complex disease consisting of four distinct molecular subtypes. DNA methylation-based (DNAm) studies in tumors are complicated further by disease heterogeneity. In the present study, we compared DNAm in breast tumors with normal-adjacent breast samples from The Cancer Genome Atlas (TCGA). We constructed models stratified by tumor stage and PAM50 molecular subtype and performed cell-type reference-free deconvolution to control for cellular heterogeneity. We identified nineteen differentially methylated gene regions (DMGRs) in early stage tumors across eleven genes (AGRN, C1orf170, FAM41C, FLJ39609, HES4, ISG15, KLHL17, NOC2L, PLEKHN1, SAMD11, WASH5P). These regions were consistently differentially methylated in every subtype and all implicated genes are localized to the chromosomal cytoband 1p36.3. Seventeen of these DMGRs were independently validated in a similar analysis of an external data set. The identification and validation of shared DNAm alterations across tumor subtypes in early stage tumors advances our understanding of common biology underlying breast carcinogenesis and may contribute to biomarker development. We also discuss evidence of the specific importance and potential function of 1p36 in cancer.
- Published
- 2017
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37. Identification of cis- and trans-acting elements regulating calretinin expression in mesothelioma cells.
- Author
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Kresoja-Rakic J, Kapaklikaya E, Ziltener G, Dalcher D, Santoro R, Christensen BC, Johnson KC, Schwaller B, Weder W, Stahel RA, and Felley-Bosco E
- Subjects
- Base Sequence, Calbindin 2 metabolism, Cells, Cultured, E2F2 Transcription Factor genetics, E2F2 Transcription Factor metabolism, Humans, Mesothelioma metabolism, Mesothelioma pathology, Nuclear Respiratory Factor 1 genetics, Nuclear Respiratory Factor 1 metabolism, Calbindin 2 genetics, Gene Expression Regulation, Neoplastic, Mesothelioma genetics, Promoter Regions, Genetic genetics, Regulatory Sequences, Nucleic Acid
- Abstract
Calretinin (CALB2) is a diagnostic marker for epithelioid mesothelioma. It is also a prognostic marker since patients with tumors expressing high calretinin levels have better overall survival. Silencing of calretinin decreases viability of epithelioid mesothelioma cells. Our aim was to elucidate mechanisms regulating calretinin expression in mesothelioma. Analysis of calretinin transcript and protein suggested a control at the mRNA level. Treatment with 5-aza-2'-deoxycytidine and analysis of TCGA data indicated that promoter methylation is not likely to be involved. Therefore, we investigated CALB2 promoter by analyzing ~1kb of genomic sequence surrounding the transcription start site (TSS) + 1 using promoter reporter assay. Deletion analysis of CALB2 proximal promoter showed that sequence spanning the -161/+80bp region sustained transcriptional activity. Site-directed analysis identified important cis-regulatory elements within this -161/+80bp CALB2 promoter. EMSA and ChIP assays confirmed binding of NRF-1 and E2F2 to the CALB2 promoter and siRNA knockdown of NRF-1 led to decreased expression of calretinin. Cell synchronization experiment showed that calretinin expression was cell cycle regulated with a peak of expression at G1/S phase. This study provides the first insight in the regulation of CALB2 expression in mesothelioma cells., Competing Interests: The authors declare no conflicts of interest.
- Published
- 2016
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38. Response to inhibition of smoothened in diverse epithelial cancer cells that lack smoothened or patched 1 mutations.
- Author
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Galimberti F, Busch AM, Chinyengetere F, Ma T, Sekula D, Memoli VA, Dragnev KH, Liu F, Johnson KC, Guo Y, Freemantle SJ, Andrew AS, Greninger P, Robbins DJ, Settleman J, Benes C, and Dmitrovsky E
- Subjects
- Animals, Cell Line, Tumor, Cell Proliferation drug effects, Cyclin E genetics, Cyclin E metabolism, Female, Gene Expression Regulation, Neoplastic, Hedgehog Proteins, Humans, Mice, Patched Receptors, Patched-1 Receptor, Receptors, G-Protein-Coupled antagonists & inhibitors, Signal Transduction drug effects, Smoothened Receptor, Antineoplastic Agents pharmacology, Carcinoma genetics, Mutation, Receptors, Cell Surface genetics, Receptors, G-Protein-Coupled genetics, Veratrum Alkaloids pharmacology
- Abstract
Hedgehog (HH) pathway Smoothened (Smo) inhibitors are active against Gorlin syndrome-associated basal cell carcinoma (BCC) and medulloblastoma where Patched (Ptch) mutations occur. We interrogated 705 epithelial cancer cell lines for growth response to the Smo inhibitor cyclopamine and for expressed HH pathway-regulated species in a linked genetic database. Ptch and Smo mutations that respectively conferred Smo inhibitor response or resistance were undetected. Previous studies revealed HH pathway activation in lung cancers. Therefore, findings were validated using lung cancer cell lines, transgenic and transplantable murine lung cancer models, and human normal-malignant lung tissue arrays in addition to testing other Smo inhibitors. Cyclopamine sensitivity most significantly correlated with high cyclin E (P=0.000009) and low insulin-like growth factor binding protein 6 (IGFBP6) (P=0.000004) levels. Gli family members were associated with response. Cyclopamine resistance occurred with high GILZ (P=0.002) expression. Newer Smo inhibitors exhibited a pattern of sensitivity similar to cyclopamine. Gain of cyclin E or loss of IGFBP6 in lung cancer cells significantly increased Smo inhibitor response. Cyclin E-driven transgenic lung cancers expressed a gene profile implicating HH pathway activation. Cyclopamine treatment significantly reduced proliferation of murine and human lung cancers. Smo inhibition reduced lung cancer formation in a syngeneic mouse model. In human normal-malignant lung tissue arrays cyclin E, IGFBP6, Gli1 and GILZ were each differentially expressed. Together, these findings indicate that Smo inhibitors should be considered in cancers beyond those with activating HH pathway mutations. This includes tumors that express genes indicating basal HH pathway activation.
- Published
- 2012
- Full Text
- View/download PDF
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