Multiomic Metabolic Enrichment Network Analysis Reveals Metabolite–Protein Physical Interaction Subnetworks Altered in Cancer

Metabolism is recognized as an important driver of cancer progression and other complex diseases, but global metabolite profiling remains a challenge. Protein expression profiling is often a poor proxy since existing pathway enrichment models provide an incomplete mapping between the proteome and metabolism. To overcome these gaps, we introduce multiomic metabolic enrichment network analysis (MOMENTA), an integrative multiomic data analysis framework for more accurately deducing metabolic pathway changes from proteomics data alone in a gene set analysis context by leveraging protein interaction networks to extend annotated metabolic models. We apply MOMENTA to proteomic data from diverse cancer cell lines and human tumors to demonstrate its utility at revealing variation in metabolic pathway activity across cancer types, which we verify using independent metabolomics measurements. The novel metabolic networks we uncover in breast cancer and other tumors are linked to clinical outcomes, underscoring the pathophysiological relevance of the findings.     

Quercetin-induced yeast apoptosis through mitochondrial dysfunction under the accumulation of magnesium in Candida albicans

Latterly, the upsurge in use of antifungal drugs has brought about the emergence of several drug-resistance strains, making it skeptical to continue relying on current therapeutic regime. In the necessity of resistance-free antifungal agent, flavonoids presented possibilities of replacing existing drugs, displaying antifungal activity against pathogenic fungi. Among them, quercetin, one of the most representative flavonoids, exhibited antifungal activity against Candida albicans. To inspect the further understanding regarding quercetin, the antifungal mode of action of quercetin was investigated. In the initial step, the apoptosis was monitored after quercetin treatment. Moreover, intracellular levels of Mg²⁺ was assessed and was determined that Mg²⁺ increase occurred under the influence of quercetin. In addition, several features of mitochondrial dysfunction were monitored. Mitochondrial dysfunction triggers decrease in mitochondrial redox levels and leads to disruption in mitochondrial antioxidant system. Increased intracellular ROS and decreased intracellular redox levels were also displayed, indicating the occurrence of overall disruption in antioxidant systems. Sequentially, DNA fragmentation was observed and this DNA damage in turn induces apoptosis. In analyses, hexaamminecobalt(III) chloride (Cohex) was applied to inhibit Mg²⁺ transport between cytosol and mitochondria. Cohex attenuated the effects induced by quercetin, which demonstrates that the presence of Mg²⁺ is essential in quercetin-induced apoptosis.     

Assessment of Optimal Selected Prognostic Factors

The identification and assessment of prognostic factors is one of the major tasks in clinical research. The assessment of one single prognostic factor can be done by recently established methods for using optimal cutpoints. Here, we suggest a method to consider an optimal selected prognostic factor from a set of prognostic factors of interest. This can be viewed as a variable selection method and is the underlying decision problem at each node of various tree building algorithms. We propose to use maximally selected statistics where the selection is defined over the set of prognostic factors and over all cutpoints in each prognostic factor. We demonstrate that it is feasible to compute the approximate null distribution. We illustrate the new variable selection test with data of the German Breast Cancer Study Group and of a small study on patients with diffuse large B‐cell lymphoma. Using the null distribution for a p‐value adjusted regression trees algorithm, we adjust for the number of variables analysed at each node as well. (© 2004 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)     

Surface antigen changes occurring in short-term cultures of activated human T lymphocytes: analysis by flow cytometry

Surface antigens of activated and cultured human T cells were studied using peripheral blood lymphocytes activated with conditioned medium from phytohemagglutinin-activated leukocytes and maintained in liquid culture for 2 weeks with conditioned medium containing Interleukin 2. The ensuing cell population was tested for kinetic changes in cell size and for the expression of surface antigens by immunofluorescence staining with a panel of monoclonal antibodies and analysis by flow cytometry. Upon activation, the cell population progressively increased in size to large blasts, with the rapid appearance on all of the large dividing cells of the antigen recognized by OKT9, the transferrin receptor. Cells within the population continued to express the common peripheral T-cell antigens bound by OKT3 and UCHT1, and also the antigen bound by 3A1, but never the antigen bound by OKT6, a thymic cell marker. From the time of activation an increasing proportion of the T cells, up to 80%, expressed the antigen detected with OKIa and FMC4, which recognise nonpolymorphic Ia determinants. This sequence of events was followed by a general decrease in size of the cell population, a process accompanied by further phenotypic changes. The percentage of cells expressing Ia antigens decreased, but most striking was the rapid change in the OKT4:OKT8 ratio of cells within the population, from 60:40 to 40:60. Thereafter the proportions of OKT4⁺ to OKT8⁺ cells within the cultures remained relatively stable and it is suggested that these data provide evidence for a possible change in phenotype of cultured human T lymphoblasts, from OKT4 to OKT8.     

Replication and amplification of recombinant plasmid molecules as extra chromosomal elements in transformed mammalian cells

Mouse thymidine kinase negative (TK^?) L cells, F4-12B2TK^? Friend erythroleukemic cells and hamster BHKTK^? cells were transformed in the absence of carrier DNA with closed circular molecules of herpes simplex virus 1 TK DNA cloned in plasmid pAT153 (pTK-1). The physical status of donor DNA in the transformed cells was studied by Southern blot hybridization and spot hybridization techniques. Up to 65 copies of pTK-1 DNA molecules/cell were present in transformed cells grown under selective conditions. Whereas a steady increase in the number of pTK-1 copies/cell was found during the first few weeks of growth in selective medium, 2–8 months later copy numbers varied within the same cell line and their numbers rarely exceeded fifty copies/cell. Donor DNA sequences were found both in the Hirt precipitate and in the supernatant showing that some of the pTK-1 molecules existed in circular form. Many of the cell lines gave a Southern blot hybridization pattern indicative of pTK-1 sequences integrated into high molecular weight DNA as well as present in a circular configuration.     

Peripheral benzodiazepine binding sites in kidney: modifications by diabetes insipidus

Using [3H] diazepam as ligand, it is possible to distinguish neuronal binding sites from those present on glial elements and in peripheral tissues (non-neuronal). The function of the "non-neuronal" binding sites is still obscure. Preliminary data showed a distribution of [3H] diazepam binding sites in kidney that could suggest a localization along the renal tubules. This is the site at which a renal peptide, arginine-vasopressin (AVP) is supposed to act. In an attempt to examine the function of these "non-neuronal" sites, we studied the [3H] diazepam binding in kidney of Brattleboro rats which lack AVP and present the symptoms of diabetes insipidus. The homozygous Brattleboro rats showed an increase in the apparent number of benzodiazepine binding sites (Bmax) compared to Long-Evans control rats. Replacement of AVP in these animals results in a reversal of the electrolyte alterations of diabetes insipidus and in an increase of the affinity of the [3H] diazepam binding. These findings may indicate a possible relationship between benzodiazepine binding sites and vasopressin action in kidney and may support receptor function of these "non-neuronal" binding sites.