keyword
MENU ▼
Read by QxMD icon Read
search

Integrative genomics cancer

keyword
https://www.readbyqxmd.com/read/28727569/comparing-the-performance-of-linear-and-nonlinear-principal-components-in-the-context-of-high-dimensional-genomic-data-integration
#1
Shofiqul Islam, Sonia Anand, Jemila Hamid, Lehana Thabane, Joseph Beyene
Linear principal component analysis (PCA) is a widely used approach to reduce the dimension of gene or miRNA expression data sets. This method relies on the linearity assumption, which often fails to capture the patterns and relationships inherent in the data. Thus, a nonlinear approach such as kernel PCA might be optimal. We develop a copula-based simulation algorithm that takes into account the degree of dependence and nonlinearity observed in these data sets. Using this algorithm, we conduct an extensive simulation to compare the performance of linear and kernel principal component analysis methods towards data integration and death classification...
July 20, 2017: Statistical Applications in Genetics and Molecular Biology
https://www.readbyqxmd.com/read/28726821/the-whole-genome-landscape-of-medulloblastoma-subtypes
#2
Paul A Northcott, Ivo Buchhalter, A Sorana Morrissy, Volker Hovestadt, Joachim Weischenfeldt, Tobias Ehrenberger, Susanne Gröbner, Maia Segura-Wang, Thomas Zichner, Vasilisa A Rudneva, Hans-Jörg Warnatz, Nikos Sidiropoulos, Aaron H Phillips, Steven Schumacher, Kortine Kleinheinz, Sebastian M Waszak, Serap Erkek, David T W Jones, Barbara C Worst, Marcel Kool, Marc Zapatka, Natalie Jäger, Lukas Chavez, Barbara Hutter, Matthias Bieg, Nagarajan Paramasivam, Michael Heinold, Zuguang Gu, Naveed Ishaque, Christina Jäger-Schmidt, Charles D Imbusch, Alke Jugold, Daniel Hübschmann, Thomas Risch, Vyacheslav Amstislavskiy, Francisco German Rodriguez Gonzalez, Ursula D Weber, Stephan Wolf, Giles W Robinson, Xin Zhou, Gang Wu, David Finkelstein, Yanling Liu, Florence M G Cavalli, Betty Luu, Vijay Ramaswamy, Xiaochong Wu, Jan Koster, Marina Ryzhova, Yoon-Jae Cho, Scott L Pomeroy, Christel Herold-Mende, Martin Schuhmann, Martin Ebinger, Linda M Liau, Jaume Mora, Roger E McLendon, Nada Jabado, Toshihiro Kumabe, Eric Chuah, Yussanne Ma, Richard A Moore, Andrew J Mungall, Karen L Mungall, Nina Thiessen, Kane Tse, Tina Wong, Steven J M Jones, Olaf Witt, Till Milde, Andreas Von Deimling, David Capper, Andrey Korshunov, Marie-Laure Yaspo, Richard Kriwacki, Amar Gajjar, Jinghui Zhang, Rameen Beroukhim, Ernest Fraenkel, Jan O Korbel, Benedikt Brors, Matthias Schlesner, Roland Eils, Marco A Marra, Stefan M Pfister, Michael D Taylor, Peter Lichter
Current therapies for medulloblastoma, a highly malignant childhood brain tumour, impose debilitating effects on the developing child, and highlight the need for molecularly targeted treatments with reduced toxicity. Previous studies have been unable to identify the full spectrum of driver genes and molecular processes that operate in medulloblastoma subgroups. Here we analyse the somatic landscape across 491 sequenced medulloblastoma samples and the molecular heterogeneity among 1,256 epigenetically analysed cases, and identify subgroup-specific driver alterations that include previously undiscovered actionable targets...
July 19, 2017: Nature
https://www.readbyqxmd.com/read/28724614/nuclear-mtor-acts-as-a-transcriptional-integrator-of-the-androgen-signaling-pathway-in-prostate-cancer
#3
Étienne Audet-Walsh, Catherine R Dufour, Tracey Yee, Fatima Z Zouanat, Ming Yan, Georges Kalloghlian, Mathieu Vernier, Maxime Caron, Guillaume Bourque, Eleonora Scarlata, Lucie Hamel, Fadi Brimo, Armen G Aprikian, Jacques Lapointe, Simone Chevalier, Vincent Giguère
Androgen receptor (AR) signaling reprograms cellular metabolism to support prostate cancer (PCa) growth and survival. Another key regulator of cellular metabolism is mTOR, a kinase found in diverse protein complexes and cellular localizations, including the nucleus. However, whether nuclear mTOR plays a role in PCa progression and participates in direct transcriptional cross-talk with the AR is unknown. Here, via the intersection of gene expression, genomic, and metabolic studies, we reveal the existence of a nuclear mTOR-AR transcriptional axis integral to the metabolic rewiring of PCa cells...
July 19, 2017: Genes & Development
https://www.readbyqxmd.com/read/28722656/corrupting-the-dna-damage-response-a-critical-role-for-rad52-in-tumor-cell-survival
#4
Rachel Lieberman, Ming You
The DNA damage response enables cells to survive, maintain genome integrity, and to safeguard the transmission of high-fidelity genetic information. Upon sensing DNA damage, cells respond by activating this multi-faceted DNA damage response leading to restoration of the cell, senescence, programmed cell death, or genomic instability if the cell survives without proper repair. However, unlike normal cells, cancer cells maintain a marked level of genomic instability. Because of this enhanced propensity to accumulate DNA damage, tumor cells rely on homologous recombination repair as a means of protection from the lethal effect of both spontaneous and therapy-induced double-strand breaks (DSBs) in DNA...
July 15, 2017: Aging
https://www.readbyqxmd.com/read/28721808/molecular-tests-for-the-choice-of-cancer-therapy
#5
Anna P Sokolenko, Evgeny N Imyanitov
There are over a dozen of approved cancer drugs, whose administration is tailored to predictive laboratory tests. The examples include estrogen and progesterone receptor status determination for the use of endocrine therapy, HER2 assessment for the administration of HER2-targeting agents, EGFR and ALK gene testing for lung cancer treatment, BRAF analysis in melanoma, etc. While first predictive tests relied on relatively easy laboratory procedures, more recent developments require rather sophisticated assays...
July 19, 2017: Current Pharmaceutical Design
https://www.readbyqxmd.com/read/28720581/hit-ndrive-patient-specific-multi-driver-gene-prioritization-for-precision-oncology
#6
Raunak Shrestha, Ermin Hodzic, Thomas Sauerwald, Phuong Dao, Kendric Wang, Jake Yeung, Shawn Anderson, Fabio Vandin, Gholamreza Haffari, Colin C Collins, Cenk Sahinalp
Prioritizing molecular alterations that act as drivers of cancer remains a crucial bottleneck in therapeutic development. Here we introduce HIT'nDRIVE, a computational method that integrates genomic and transcriptomic data to identify a set of patient-specific, sequence-altered genes, with sufficient collective influence over dysregulated transcripts. HIT'nDRIVE aims to solve the "random walk facility location" (RWFL) problem in a gene (or protein) interaction network, which differs from the standard facility location problem by its use of an alternative distance measure: "multi-hitting time", the expected length of the shortest random walk from any one of the set of sequence-altered genes to an expression-altered target gene...
July 18, 2017: Genome Research
https://www.readbyqxmd.com/read/28718433/mitotic-dna-damage-response-at-the-crossroads-of-structural-and-numerical-cancer-chromosome-instabilities
#7
REVIEW
Samuel F Bakhoum, Lilian Kabeche, Duane A Compton, Simon N Powell, Holger Bastians
DNA double-strand breaks (DSBs) prevent cells from entering mitosis allowing cells to repair their genomic damage. Little is known about the response to DSBs once cells have already committed to mitosis. Here, we review the genome-protective role of the mitotic DNA damage response (DDR) and evidence suggesting that its untimely activation induces chromosome segregation errors and paradoxically undermines genomic integrity. In contrast to normal cells, cancer cells coopt this pathway to propagate structural and numerical chromosomal instabilities...
March 2017: Trends in Cancer
https://www.readbyqxmd.com/read/28718365/tmem88-ccl14-and-clec3b-as-prognostic-biomarkers-for-prognosis-and-palindromia-of-human-hepatocellular-carcinoma
#8
Xin Zhang, Jin-Xiang Wan, Zun-Ping Ke, Feng Wang, Hai-Xia Chai, Jia-Qiang Liu
Hepatocellular carcinoma is one of the most mortal and prevalent cancers with increasing incidence worldwide. Elucidating genetic driver genes for prognosis and palindromia of hepatocellular carcinoma helps managing clinical decisions for patients. In this study, the high-throughput RNA sequencing data on platform IlluminaHiSeq of hepatocellular carcinoma were downloaded from The Cancer Genome Atlas with 330 primary hepatocellular carcinoma patient samples. Stable key genes with differential expressions were identified with which Kaplan-Meier survival analysis was performed using Cox proportional hazards test in R language...
July 2017: Tumour Biology: the Journal of the International Society for Oncodevelopmental Biology and Medicine
https://www.readbyqxmd.com/read/28717873/orchestration-of-h3k27-methylation-mechanisms-and-therapeutic-implication
#9
REVIEW
Mei-Ren Pan, Ming-Chuan Hsu, Li-Tzong Chen, Wen-Chun Hung
Histone proteins constitute the core component of the nucleosome, the basic unit of chromatin. Chemical modifications of histone proteins affect their interaction with genomic DNA, the accessibility of recognized proteins, and the recruitment of enzymatic complexes to activate or diminish specific transcriptional programs to modulate cellular response to extracellular stimuli or insults. Methylation of histone proteins was demonstrated 50 years ago; however, the biological significance of each methylated residue and the integration between these histone markers are still under intensive investigation...
July 17, 2017: Cellular and Molecular Life Sciences: CMLS
https://www.readbyqxmd.com/read/28717660/a-novel-molecular-diagnostics-platform-for-somatic-and-germline-precision-oncology
#10
Rubén Cabanillas, Marta Diñeiro, David Castillo, Patricia C Pruneda, Cristina Penas, Guadalupe A Cifuentes, Álvaro de Vicente, Noelia S Durán, Rebeca Álvarez, Gonzalo R Ordóñez, Juan Cadiñanos
BACKGROUND: Next-generation sequencing (NGS) opens new options in clinical oncology, from therapy selection to genetic counseling. However, realization of this potential not only requires succeeding in the bioinformatics and interpretation of the results, but also in their integration into the clinical practice. We have developed a novel NGS diagnostic platform aimed at detecting (1) somatic genomic alterations associated with the response to approved targeted cancer therapies and (2) germline mutations predisposing to hereditary malignancies...
July 2017: Molecular Genetics & Genomic Medicine
https://www.readbyqxmd.com/read/28717061/apobec-mediated-genomic-alterations-link-immunity-and-viral-infection-during-human-papillomavirus-driven-cervical-carcinogenesis
#11
Lanting Chen, Xuemin Qiu, Na Zhang, Yan Wang, Mingyan Wang, Dajin Li, Ling Wang, Yan Du
Cervical cancer is one of the most frequently diagnosed cancers and is a major cause of death from gynecologic cancers worldwide; the cancer burden from cervical cancer is especially heavy in less developed countries. Most cases of cervical cancer are caused by persistent infection with carcinogenic human papillomavirus (HPV) genotypes 16 and 18. Non-resolving inflammation caused by HPV infection provides a microenvironment that facilitates cancer development. Molecular alterations during the process of HPV-induced carcinogenesis are characterized by DNA methylation within the HPV genome, promoter hypermethylation of tumor suppressor genes in the host genome, as well as genomic instability caused by viral DNA integrating into the host genome...
July 17, 2017: Bioscience Trends
https://www.readbyqxmd.com/read/28716985/two-microrna-signatures-for-malignancy-and-immune-infiltration-predict-overall-survival-in-advanced-epithelial-ovarian-cancer
#12
Ilya Korsunsky, Janaki Parameswaran, Iuliana Shapira, John Lovecchio, Andrew Menzin, Jill Whyte, Lisa Dos Santos, Sharon Liang, Tawfiqul Bhuiya, Mary Keogh, Houman Khalili, Cassandra Pond, Anthony Liew, Andrew Shih, Peter K Gregersen, Annette T Lee
MicroRNAs have been established as key regulators of tumor gene expression and as prime biomarker candidates for clinical phenotypes in epithelial ovarian cancer (EOC). We analyzed the coexpression and regulatory structure of microRNAs and their co-localized gene targets in primary tumor tissue of 20 patients with advanced EOC in order to construct a regulatory signature for clinical prognosis. We performed an integrative analysis to identify two prognostic microRNA/mRNA coexpression modules, each enriched for consistent biological functions...
July 17, 2017: Journal of Investigative Medicine: the Official Publication of the American Federation for Clinical Research
https://www.readbyqxmd.com/read/28716134/detecting-protein-variants-by-mass-spectrometry-a-comprehensive-study-in-cancer-cell-lines
#13
Javier A Alfaro, Alexandr Ignatchenko, Vladimir Ignatchenko, Ankit Sinha, Paul C Boutros, Thomas Kislinger
BACKGROUND: Onco-proteogenomics aims to understand how changes in a cancer's genome influences its proteome. One challenge in integrating these molecular data is the identification of aberrant protein products from mass-spectrometry (MS) datasets, as traditional proteomic analyses only identify proteins from a reference sequence database. METHODS: We established proteomic workflows to detect peptide variants within MS datasets. We used a combination of publicly available population variants (dbSNP and UniProt) and somatic variations in cancer (COSMIC) along with sample-specific genomic and transcriptomic data to examine proteome variation within and across 59 cancer cell-lines...
July 18, 2017: Genome Medicine
https://www.readbyqxmd.com/read/28713952/exploration-of-the-sequential-gene-changes-in-epithelial-ovarian-cancer-induced-by-carboplatin-via-microarray-analysis
#14
Shuqing Wei, Jianwu Liu, Yuxia Shi, Xi Zhang, Yongming Yang, Qingzhen Song
The purpose of the current study was to explore the carboplatin‑induced sequential changes in gene expression and screen out key genes, which were associated with effects of carboplatin on epithelial ovarian cancer (EOC). The microarray dataset GSE13525 was downloaded from the Gene Expression Omnibus database, including 6 EOC cell samples separately treated with carboplatin at 24, 30 and 36 h (case group), and 6 samples treated with phosphate‑buffered saline at the same time points (control group). A total of 3 sets of differentially expressed genes (DEGs) were respectively identified in case samples at 24, 30 and 36 h compared with the control group via the Limma package, and separately recorded as DEG‑24, DEG‑30 and DEG‑36...
July 15, 2017: Molecular Medicine Reports
https://www.readbyqxmd.com/read/28712319/primary-liver-cancer-genome-sequencing-translational-implications-and-challenges
#15
Demosthenes E Ziogas, Ioannis D Kyrochristos, Georgios K Glantzounis, Dimitrios Christodoulou, Evangelos Felekouras, Dimitrios H Roukos
The prognosis of primary liver cancer (PLC) remains poor and is explained by the slow progress in understanding the molecular pathways driving tumorigenesis, therapeutic resistance and relapse. For early PLCs, complete surgical resection is the only effective treatment, with sorafenib and, more recently, regorafenib prolonging overall survival by a few months. Areas covered: Application of next-generation sequencing (NGS), including targeted NGS (tNGS), whole-exome sequencing (WES), whole-genome sequencing (WGS) and RNA sequencing (RNAseq), on clinical samples from patients with hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) could aid in comprehending tumorigenesis, genetic and genomic heterogeneity, as well as developing molecular classifications for specialized targeted therapy...
July 17, 2017: Expert Review of Gastroenterology & Hepatology
https://www.readbyqxmd.com/read/28712100/the-role-of-genomic-techniques-in-predicting-response-to-radiation-therapy
#16
REVIEW
Noelle L Williams, Tu Dan, Nicholas G Zaorsky, Shivank Garg, Robert B Den
The understanding of the relationship between genetic variation and an individual patient's response to radiation therapy (RT) has gained significant ground over the past several years. Genetic markers have been identified that could ultimately serve as the foundation for predictive models in clinical practice, and that hold the potential to revolutionize the delivery of precision medicine in oncology. Single nucleotide polymorphisms, single genes, and/or gene signatures could ultimately serve as the basis for patient stratification in prospective clinical trials...
July 15, 2017: Oncology (Williston Park, NY)
https://www.readbyqxmd.com/read/28711912/identification-of-two-novel-biomarkers-of-rectal-carcinoma-progression-and-prognosis-via-co-expression-network-analysis
#17
Min Sun, Taojiao Sun, Zhongshi He, Bin Xiong
mRNA expression profiles provide important insights on a diversity of biological processes involved in rectal carcinoma (RC). Our aim was to comprehensively map complex interactions between the mRNA expression patterns and the clinical traits of RC. We employed the integrated analysis of five microarray datasets and The Cancer Genome Atlas rectal adenocarcinoma database to identify 2118 consensual differentially expressed genes (DEGs) in RC and adjacent normal tissue samples, and then applied weighted gene co-expression network analysis to parse DEGs and eight clinical traits in 66 eligible RC samples...
June 27, 2017: Oncotarget
https://www.readbyqxmd.com/read/28710758/express-%C3%AE-h2ax-immunocytochemical-detection-of-dna-damage
#18
Nate Hopp, Jodi Hagen, Birte Aggeler, Alexander E Kalyuzhny
DNA can be damaged by many environmental factors including chemical agents and ionizing radiation which induce the formation of DNA double-stranded breaks (DSBs). If DSBs are not repaired in a timely fashion this may cause the disruption of genome integrity, which can result in cancer development. Typically, DSBs are followed by phosphorylation of histone protein H2AX, a member of the H2A family. Immunocytochemical detection of phosphorylated H2AX (e.g., γ-H2AX) appears to be a useful technique for assessing DNA damage...
2017: Methods in Molecular Biology
https://www.readbyqxmd.com/read/28710417/talen-based-hpv-e7-editing-triggers-necrotic-cell-death-in-cervical-cancer-cells
#19
Sumitra Shankar, Deepti Prasad, Rahul Sanawar, Ani V Das, M Radhakrishna Pillai
Human Papillomavirus E7 and E6 oncoproteins have been considered as suitable candidate anti-viral targets since they cause malignant conversion in cervical cancers. Transcription Activator-Like Effector Nucleases (TALENs) are recent editing tools to knockout genes by inducing double stranded breaks at specific sites in the genome. In here, we have designed specific TALENs to target E7 and analyzed their efficiency in inducing cell death in cervical cancer cells. We found that designed TALENs could yield about 10-12% editing activity as observed from T7E1 and nuclease resistance assays...
July 14, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28708103/pharmacogenomics-of-targeted-agents-for-personalization-of-colorectal-cancer-treatment
#20
REVIEW
Alessia Bignucolo, Elena De Mattia, Erika Cecchin, Rossana Roncato, Giuseppe Toffoli
The use of targeted agents in the treatment of metastatic colorectal cancer (CRC) has improved patient outcomes. Anti-epidermal growth factor receptor (anti-EGFR) agents (cetuximab and panitumumab) and antiangiogenic molecules (bevacizumab, regorafeninb, ramucirumab, and aflibercept) have been successfully integrated into clinical practice. Other drugs have been designed to target additional deregulated pathways in CRC, such as MAPK (mitogen-activated protein kinase)/PI3K-AKT (phosphatidylinositol-3-kinase-AKT serine/threonine kinase)/mTOR (mammalian target of rapamycin), HER-2 and 3 ( human epidermal growth factor receptor-2 and -3), and BRAF...
July 14, 2017: International Journal of Molecular Sciences
keyword
keyword
24824
1
2
Fetch more papers »
Fetching more papers... Fetching...
Read by QxMD. Sign in or create an account to discover new knowledge that matter to you.
Remove bar
Read by QxMD icon Read
×

Search Tips

Use Boolean operators: AND/OR

diabetic AND foot
diabetes OR diabetic

Exclude a word using the 'minus' sign

Virchow -triad

Use Parentheses

water AND (cup OR glass)

Add an asterisk (*) at end of a word to include word stems

Neuro* will search for Neurology, Neuroscientist, Neurological, and so on

Use quotes to search for an exact phrase

"primary prevention of cancer"
(heart or cardiac or cardio*) AND arrest -"American Heart Association"