Tumor initiation and progression are somatic evolutionary processes driven by the accumulation of genetic alterations, some of which confer selective fitness advantages to the host cell. This gene-centric model has shaped the field of cancer biology and advanced understanding of cancer pathophysiology. Importantly, however, each genotype encodes diverse phenotypic traits that permit acclimation to varied microenvironmental conditions.
View Article and Find Full Text PDFRecent therapeutic successes have renewed interest in drug combinations, but experimental screening approaches are costly and often identify only small numbers of synergistic combinations. The DREAM consortium launched an open challenge to foster the development of in silico methods to computationally rank 91 compound pairs, from the most synergistic to the most antagonistic, based on gene-expression profiles of human B cells treated with individual compounds at multiple time points and concentrations. Using scoring metrics based on experimental dose-response curves, we assessed 32 methods (31 community-generated approaches and SynGen), four of which performed significantly better than random guessing.
View Article and Find Full Text PDFPredicting the best treatment strategy from genomic information is a core goal of precision medicine. Here we focus on predicting drug response based on a cohort of genomic, epigenomic and proteomic profiling data sets measured in human breast cancer cell lines. Through a collaborative effort between the National Cancer Institute (NCI) and the Dialogue on Reverse Engineering Assessment and Methods (DREAM) project, we analyzed a total of 44 drug sensitivity prediction algorithms.
View Article and Find Full Text PDFThe AACR-NCI Conference "Systems Biology: Confronting the Complexity of Cancer" took place from February 27 to March 2, 2011, in San Diego, CA. Several themes resonated during the meeting, notably (i) the need for better methods to distill insights from large-scale networks, (ii) the importance of integrating multiple data types in constructing more realistic models, (iii) challenges in translating insights about tumorigenic mechanisms into therapeutic interventions, and (iv) the role of the tumor microenvironment, at the physical, cellular, and molecular levels. The meeting highlighted concrete applications of systems biology to cancer, and the value of collaboration between interdisciplinary researchers in attacking formidable problems.
View Article and Find Full Text PDFSystems biology takes an interdisciplinary approach to the systematic study of complex interactions in biological systems. This approach seeks to decipher the emergent behaviors of complex systems rather than focusing only on their constituent properties. As an increasing number of examples illustrate the value of systems biology approaches to understand the initiation, progression, and treatment of cancer, systems biologists from across Europe and the United States hope for changes in the way their field is currently perceived among cancer researchers.
View Article and Find Full Text PDFThe main conclusion is that systems biology approaches can indeed advance cancer research, having already proved successful in a very wide variety of cancer-related areas, and are likely to prove superior to many current research strategies. Major points include: Systems biology and computational approaches can make important contributions to research and development in key clinical aspects of cancer and of cancer treatment, and should be developed for understanding and application to diagnosis, biomarkers, cancer progression, drug development and treatment strategies. Development of new measurement technologies is central to successful systems approaches, and should be strongly encouraged.
View Article and Find Full Text PDFThis article examines the role of computation and quantitative methods in modern biomedical research to identify emerging scientific, technical, policy and organizational trends. It identifies common concerns and practices in the emerging community of computationally-oriented bio-scientists by reviewing a national symposium, Digital Biology: the Emerging Paradigm, held at the National Institutes of Health in Bethesda, Maryland, November 6th and 7th 2003. This meeting showed how biomedical computing promises scientific breakthroughs that will yield significant health benefits.
View Article and Find Full Text PDFThe Notch gene family encodes large transmembrane receptors that are components of an evolutionarily conserved intercellular signaling mechanism. To assess the role of the Notch4 gene, we generated Notch4-deficient mice by gene targeting. Embryos homozygous for this mutation developed normally, and homozygous mutant adults were viable and fertile.
View Article and Find Full Text PDFBackground: It was reported recently that sequences corresponding to the human T-lymphotropic virus type I (HTLV-I) tax gene were detected in peripheral blood mononuclear cells from 8 to 11 percent of healthy blood donors without detectable antibodies to HTLV-I. A multicenter blind study was conducted to determine if these results could be independently confirmed.
Study Design And Methods: Specimens were collected from 100 anti-HTLV-I-negative healthy blood donors and from 11 anti-HTLV-I- or anti-HTLV-II-positive individuals.
Context: Persons at risk of human immunodeficiency virus 1 (HIV-1) infection, have been classified incorrectly as HIV infected because of Western blot results, but the frequency of false-positive Western blot results is unknown.
Objectives: To determine the frequency of false-positive HIV-1 Western blot results in US blood donors and to make projections to other screened populations. Secondarily, to validate an algorithm for evaluating possible false-positive cases.
The INT6 gene is a common integration site for the mouse mammary tumor virus in mouse mammary tumors. We have determined that the human homolog of INT6 is located on chromosome region 8q22-q23. A processed INT6 pseudogene is located on chromosome 6q.
View Article and Find Full Text PDFThe mRNA differential display technique is a method for molecular survey and analysis of differential gene expression in eukaryotic cells and tissues. We have previously described the use of ABI Prism fluorescent technology to specifically amplify expressed sequence tags (ESTs) from several different biological paradigms. High throughput, fluorescent differential display performed on an automated sequencer (ABI 377) has proven to have significant cost cutting and time saving attributes compared to that of the radioactive differential display.
View Article and Find Full Text PDFThe INT3 gene is frequently rearranged in mouse mammary tumor virus (MMTV)-induced mammary tumors of the CzechII mouse strain. We have completed the nucleotide sequence of the normal 6.5 Kb INT3 RNA and defined the intron/exon boundaries of the gene.
View Article and Find Full Text PDFFunctional differentiation of mammary tissue progresses in distinct phases spanning puberty and pregnancy. Here we have analyzed and compared the effects of transforming growth factor beta 1 (TGF beta 1), TGF alpha, and whey acidic protein (WAP), the Notch-related cell fate protein Int3, and p53 and pRb on mammary development. We chose transgene expression from the WAP gene promoter which is only active in mammary alveolar cells.
View Article and Find Full Text PDFInsertional mutation of the Int3 gene, a member of the Notch gene family, is frequently associated with primary mouse mammary tumors induced by the mouse mammary tumor virus (MMTV). A major consequence of these mutations is the production of a shortened 2.4-kb tumor specific Int3 RNA transcript that encodes the entire intracellular domain of the Int3 protein.
View Article and Find Full Text PDFIn a mouse mammary tumor model system in which carcinogenic progression can be investigated, we have found a unique mutation of Int-3 associated with progression from premalignant lobular hyperplasia to tumor. Sequence analysis of the rearranged fragment revealed an insertion of an intracisternal type A particle (IAP) within the Int-3 gene. Int-3 is mutated frequently in mouse mammary tumor virus (MMTV)-induced mammary tumors by insertion of MMTV proviral DNA into this intragenic region.
View Article and Find Full Text PDFThe Int6 gene is a common insertion site for the mouse mammary tumor virus (MMTV) in mouse mammary tumors. We have determined that this gene is located centromeric of the Myc protooncogene on mouse chromosome 15. In the mouse genome there are several other Int6-reactive restriction fragments that are located on mouse chromosomes 6, 11, 14, 17, and 18.
View Article and Find Full Text PDFINT3 is interrupted by retroviral DNA insertion in approximately 18% of primary Czech mouse mammary tumors induced by mouse mammary tumor virus. One consequence of these insertions is the production of a 2.4-kilobase, tumor-specific RNA transcript encoding the entire intracellular domain of the Int3 protein which is initiated from the 3' long terminal repeat promoter of the inserted viral genome.
View Article and Find Full Text PDFWith a unique mouse mammary tumor model system in which mouse mammary tumor virus (MMTV) insertional mutations can be detected during progression from preneoplasia to frank malignancy, including metastasis, we have discovered a new common integration site (designated Int-6) for MMTV in mouse mammary tumors. MMTV was integrated into Int-6 in a mammary hyperplastic outgrowth line, its tumors and metastases, and two independent mammary tumors arising in unrelated mice. The Int-6 gene is ubiquitously expressed as a 1.
View Article and Find Full Text PDFFrom a mouse genomic library we isolated and characterized a gene, Fabph1, encoding mammary-derived growth inhibitor (MDGI)/heart fatty-acid-binding protein (H-FABP). Exon sequences were identical with a MDGI-encoding cDNA isolated previously from the mammary gland of pregnant mice. The product of this gene has also been detected in heart, where it had been termed H-FABP.
View Article and Find Full Text PDFExpression of a 2.3-kb RNA species is induced in mammary tumors as a consequence of insertional mutagenesis at the int-3 locus by the mouse mammary tumor virus. The nucleotide sequence and biological activity of this mammary tumor-specific int-3 RNA species were determined.
View Article and Find Full Text PDFExpression of the int-3 locus is activated in mouse mammary tumors as a consequence of insertional mutagenesis by the mouse mammary tumor virus (MMTV). Integration of the MMTV provirus into the int-3 locus promotes the transcription and translation of flanking cellular int-3 sequences sharing significant homology with the intracellular domain of the neurogenic Notch gene of Drosophila, and with the yeast cell cycle regulatory genes cdc10 and SWI6. To determine the in vivo consequences of activated int-3 expression, transgenic mice were generated harboring a genomic tumor DNA fragment consisting of the MMTV LTR and the flanking cellular int-3 sequences.
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