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Compressive sensing DNA microarrays
Dai, Wei; Sheikh, Mona A; Milenkovic, Olgica; Baraniuk, Richard G
Compressive sensing microarrays (CSMs) are DNA-based sensors that operate using group testing and compressive sensing (CS) principles. In contrast to conventional DNA microarrays, in which each genetic sensor is designed to respond to a single target, in a CSM, each sensor responds to a set of targets. We study the problem of designing CSMs that simultaneously account for both the constraints from CS theory and the biochemistry of probe-target DNA hybridization. An appropriate cross-hybridization model is proposed for CSMs, and several methods are developed for probe design and CS signal recovery based on the new model. Lab experiments suggest that in order to achieve accurate hybridization profiling, consensus probe sequences are required to have sequence homology of at least 80% with all targets to be detected. Furthermore, out-of-equilibrium datasets are usually as accurate as those obtained from equilibrium conditions. Consequently, one can use CSMs in applications in which only short hybridization times are allowed
PMCID:3171419
PMID: 19158952
ISSN: 1687-4145
CID: 96272
Quantitative detection of the expression of mitochondrial cytochrome c oxidase subunits mRNA in the cerebral cortex after experimental traumatic brain injury
Dai, Wei; Cheng, Hui-lin; Huang, Ren-qiang; Zhuang, Zong; Shi, Ji-Xin
Secondary brain damage plays a critical role in the outcome of patients with traumatic brain injury (TBI). The multiple mechanisms underlying secondary brain damage, including posttraumatic cerebral ischemia, glutamate excitotoxicity, oxidative stress, calcium overload and inflammation, are associated with increased mortality and morbidity after head injury. TBI is documented to have detrimental effects on mitochondria, such as alterations in glucose utilization and the depression of mitochondrial oxidative phosphorylation. Studies on mitochondrial metabolism have provided evidence for dysfunction of the cytochrome oxidase complex of the electron transport chain (complex IV) after TBI. A growing body of evidence indicates that cytochrome c oxidase is vital for mitochondrial oxidative phosphorylation. Therefore, this study aimed to detect the expression of cytochrome c oxidase (CO) mRNA in a rat weight-dropping trauma model and to clarify the differences between injured cortex (IC) and contralateral cortex (CC) after TBI. A total of forty-four rats were randomly assigned to 7 groups: control groups (n=4), sham-operated group (n=20), 6 h, 1 d, 3 d, 5 d and 7 d postinjury groups (n=4 for each group). The group consisted of sham-operated animals underwent parietal craniotomy without TBI. The rats in postinjury groups were subjected to TBI. The rats of control group were executed immediately without TBI or craniotomy after anesthesia. The brain-injured and sham-operated animals were killed on 6 h, 1 d, 3 d, 5 d and 7 d, respectively. Tissue sections from IC and CC were obtained and the expression of cytochrome c oxidase I, II, and III (CO I, II, III) mRNA, three mitochondrial encoded subunits of complex IV, were assessed by Real-time quantitative PCR. A reduction of CO I, II, and III mRNA expression was detected from IC and reduced to the lowest on 3 d. By contrast, the mRNA expression from CC suggested a slight elevation. The differences may indicate the degree of metabolic and physiologic dysfunction. Our results will better define the roles of gene expression and metabolic function in long-term prognosis and outcome after TBI. With a considerable understanding of post-injury mitochondrial dysfunction, therapeutic interventions targeted to the mitochondria may prevent secondary brain damage that leads to long-term cell death and neurobehavioral disability
PMID: 19063873
ISSN: 1872-6240
CID: 96274
Changes in Growth Performance, Metabolic Enzyme Activities, and Content of Fe, Cu, and Zn in Liver and Kidney of Tilapia (Oreochromis niloticus) Exposed to Dietary Pb
Dai, Wei; Fu, Linglin; Du, Huahua; Jin, Chengguan; Xu, Zirong
Tilapia (Oreochromis niloticus) were exposed to 0, 100, 400, and 800 mug/g concentrations of Pb in diet for 60 days, and changes in growth performance, metabolic enzyme activities, and essential trace elements (Fe, Cu, and Zn) content in liver and kidney were investigated. Daily weight gain, feed conversation ratio, and survival of tilapia were not significantly affected by dietary Pb. Alanine transaminase (ALT), aspartate transaminase (AST), and lactate dehydrogenase (LDH) activities in liver and kidney were affected by dietary Pb in a dissimilar way: Pb concentration-related decreases in ALT, AST, and LDH activities were observed in kidney, while these enzyme activities in liver were stimulated in a Pb concentration-dependent manner. It was demonstrated that the inhibitory effects of dietary Pb on alkaline phosphatase, Na, K-adenosine triphosphatase (ATPase), Ca, and Mg-ATPase activities in both liver and kidney were Pb concentration-dependent. It was also indicated that the content of Fe, Cu, and Zn in liver and kidney decreased with the increasing dietary Pb concentrations. The results suggested that long-term dietary Pb exposure could affect metabolic enzyme activities and the content of Fe, Cu, and Zn in liver and kidney, whereas growth impairment was not observed in tilapia
PMID: 18953496
ISSN: 1559-0720
CID: 96276
Effects of dietary Pb on accumulation, histopathology, and digestive enzyme activities in the digestive system of tilapia (Oreochromis niloticus)
Dai, Wei; Du, Huahua; Fu, Linglin; Jin, Chengguan; Xu, Zirong; Liu, Huitao
With the increasing occurrence of dietary lead (Pb) contamination in aquatic environment, threat of the dietary Pb toxicity to aquatic organisms attracted more attention. In this study, after being exposed to dietary Pb at concentrations of 0, 100, 400, and 800-microg/g dry weight for 60 days, the groups of tilapia (Oreochromis niloticus) were sacrificed and sampled to analyze the effects of dietary Pb on accumulation, histopathology, and digestive enzyme activities in tissues of the digestive system. The results showed that the Pb accumulation in tissues increased with the dietary Pb concentrations. Moreover, Pb accumulated in sampled tissues in the following order: intestine > stomach > liver. By observation of liver histological sections in optical microscope, lesions could be detected in the Pb-contaminated groups. It was also demonstrated that the inhibitory effect of dietary Pb on digestive enzyme activities was dietary Pb concentration dependent. Different degrees of inhibition of enzyme activities were exhibited in sampled tissues. It was indicated that digestive enzyme activities in the digestive system might be considered as the potential biomarkers of dietary Pb contamination in tilapia
PMID: 18825319
ISSN: 1559-0720
CID: 96277
Defects in chromosome congression and mitotic progression in KIF18A-deficient cells are partly mediated through impaired functions of CENP-E
Huang, Ying; Yao, Yixin; Xu, Han-Zhang; Wang, Zhu-Gang; Lu, Luo; Dai, Wei
KIF18A, a molecular motor, is an essential component in the regulation of orderly chromosome congression by attenuation of the kinetochore oscillation amplitude at the midzone during mitosis in vertebrate cells. Here we report that KIF18A depletion resulted in mitotic arrest which was accompanied by the presence of unaligned chromosomes in HeLa cells. This resembles the phenotype induced by an impaired function of CENP-E, also a mitotic kinesin essential for the formation of the mitotic spindles. Our further analysis showed that KIF18A depletion caused specific downregulation of CENP-E. Downregulation of CENP-E as the result of KIF18A silencing was not due to reduced transcription but primarily due to the enhanced protein degradation. Co-immunoprecipitation revealed that KIF18A physically interacted with CENP-E and BubR1 during mitosis. Ectopic expression of the wild-type tail domain of CENP-E, but not a corresponding mutant, significantly suppressed chromosome congression defects in mitotic cells. Together, our studies strongly suggest that chromosome congression defects as the result of KIF18A depletion is at least in part mediated through destabilizing kinetochore CENP-E
PMCID:3020402
PMID: 19625775
ISSN: 1551-4005
CID: 101639
A genome-wide screen in Saccharomyces cerevisiae reveals pathways affected by arsenic toxicity
Zhou, Xue; Arita, Adriana; Ellen, Thomas P; Liu, Xin; Bai, Jingxiang; Rooney, John P; Kurtz, Adrienne D; Klein, Catherine B; Dai, Wei; Begley, Thomas J; Costa, Max
We have used Saccharomyces cerevisiae to identify toxicologically important proteins and pathways involved in arsenic-induced toxicity and carcinogenicity in humans. We performed a systemic screen of the complete set of 4733 haploid S. cerevisiae single-gene-deletion mutants to identify those that have decreased or increased growth, relative to wild type, after exposure to sodium arsenite (NaAsO(2)). IC(50) values for all mutants were determined to further validate our results. Ultimately we identified 248 mutants sensitive to arsenite and 5 mutants resistant to arsenite exposure. We analyzed the proteins corresponding to arsenite-sensitive mutants and determined that they belonged to functional categories that include protein binding, phosphate metabolism, vacuolar/lysosomal transport, protein targeting, sorting, and translocation, cell growth/morphogenesis, cell polarity and filament formation. Furthermore, these data were mapped onto a protein interactome to identify arsenite-toxicity-modulating networks. These networks are associated with the cytoskeleton, ubiquitination, histone acetylation and the MAPK signaling pathway. Our studies have potential implications for understanding toxicity and carcinogenesis in arsenic-induced human conditions, such as cancer and aging
PMCID:2763962
PMID: 19631266
ISSN: 1089-8646
CID: 104719
A genome-wide deletion mutant screen identifies pathways affected by nickel sulfate in Saccharomyces cerevisiae
Arita, Adriana; Zhou, Xue; Ellen, Thomas P; Liu, Xin; Bai, Jingxiang; Rooney, John P; Kurtz, Adrienne; Klein, Catherine B; Dai, Wei; Begley, Thomas J; Costa, Max
BACKGROUND: The understanding of the biological function, regulation, and cellular interactions of the yeast genome and proteome, along with the high conservation in gene function found between yeast genes and their human homologues, has allowed for Saccharomyces cerevisiae to be used as a model organism to deduce biological processes in human cells. Here, we have completed a systematic screen of the entire set of 4,733 haploid S. cerevisiae gene deletion strains (the entire set of nonessential genes for this organism) to identify gene products that modulate cellular toxicity to nickel sulfate (NiSO(4)). RESULTS: We have identified 149 genes whose gene deletion causes sensitivity to NiSO(4) and 119 genes whose gene deletion confers resistance. Pathways analysis with proteins whose absence renders cells sensitive and resistant to nickel identified a wide range of cellular processes engaged in the toxicity of S. cerevisiae to NiSO(4). Functional categories overrepresented with proteins whose absence renders cells sensitive to NiSO(4) include homeostasis of protons, cation transport, transport ATPases, endocytosis, siderophore-iron transport, homeostasis of metal ions, and the diphthamide biosynthesis pathway. Functional categories overrepresented with proteins whose absence renders cells resistant to nickel include functioning and transport of the vacuole and lysosome, protein targeting, sorting, and translocation, intra-Golgi transport, regulation of C-compound and carbohydrate metabolism, transcriptional repression, and chromosome segregation/division. Interactome analysis mapped seven nickel toxicity modulating and ten nickel-resistance networks. Additionally, we studied the degree of sensitivity or resistance of the 111 nickel-sensitive and 72 -resistant strains whose gene deletion product has a similar protein in human cells. CONCLUSION: We have undertaken a whole genome approach in order to further understand the mechanism(s) regulating the cell's toxicity to nickel compounds. We have used computational methods to integrate the data and generate global models of the yeast's cellular response to NiSO(4). The results of our study shed light on molecular pathways associated with the cellular response of eukaryotic cells to nickel compounds and provide potential implications for further understanding the toxic effects of nickel compounds to human cells
PMCID:2784802
PMID: 19917080
ISSN: 1471-2164
CID: 105506
Covalent modifications of histones during mitosis and meiosis
Xu, Dazhong; Bai, Jingxiang; Duan, Qing; Costa, Max; Dai, Wei
Higher order chromosome structures are the hallmark of mitotic and meiotic cells. Chromatin condensation and compaction are essential for rapid chromosome congression and accurate chromosome segregation during cell division. The core histones possess tails at their amino-termini. These tails, which extend from the surface of the nucleosomes, are highly dynamic and subject to an extensive array of covalent modifications. Modified histone tails play an important role, not only in the folding of nucleosomal arrays into higher order chromatin structures but also in gene regulation. The combination of these distinct covalent modifications of histones constitutes 'the histone code' that regulates various cellular processes, including mitotic and meiotic progression
PMID: 19855177
ISSN: 1551-4005
CID: 105250
Suppression of genomic instabilities caused by chromosome mis-segregation: a perspective from studying BubR1 and Sgo1
Dai, Wei
Aneuploidy is a major manifestation of chromosomal instability, which is defined as a numerical abnormality of chromosomes in diploid cells. It is highly prevalent in a variety of human malignancies. Increased chromosomal instability is the major driving force for tumor development and progression. To suppress genomic stability during cell division, eukaryotic cells have evolved important molecular mechanisms, commonly referred to as checkpoints. The spindle checkpoint ensures that cells with defective mitotic spindles or a defective interaction between the spindles and kinetochores do not initiate chromosomal segregation during mitosis. Extensive studies have identified and characterized more than a dozen genes that play important roles in the regulation of the spindle checkpoint in mammalian cells. During the past decade, we have carried out extensive investigation of the role of BubR1 (Bub1-related kinase) and Sgo1 (shugoshin 1), two important gene products that safeguard accurate chromosome segregation during mitosis. This mini-review summarizes our studies, as well as those by other researchers in the field, on the functions of these two checkpoint proteins and their molecular regulation during mitosis. Further elucidation of the molecular mechanisms of the spindle checkpoint regulation has the potential to identify important mitotic targets for rational anticancer drug design
PMCID:3763510
PMID: 20040454
ISSN: 0929-6646
CID: 106098
sSgo1, a major splice variant of Sgo1, functions in centriole cohesion where it is regulated by Plk1
Wang, Xiaoxing; Yang, Yali; Duan, Qing; Jiang, Ning; Huang, Ying; Darzynkiewicz, Zbigniew; Dai, Wei
Shugoshin 1 (Sgo1) functions as a protector of centromeric cohesion of sister chromatids in higher eukaryotes. Here, we provide evidence for a previously unrecognized role for Sgo1 in centriole cohesion. Sgo1 depletion via RNA interference induces the formation of multiple centrosome-like structures in mitotic cells that result from the separation of paired centrioles. Sgo1+/- mitotic murine embryonic fibroblasts display split centrosomes. Localization study of two major endogenous splice variants of Sgo1 indicates that the smaller variant, sSgo1, is found at the centrosome in interphase and at spindle poles in mitosis. sSgo1 interacts with Plk1 and its spindle pole localization is Plk1 dependent. Centriole splitting induced by Sgo1 depletion or expression of a dominant negative mutant is suppressed by ectopic expression of sSgo1 or by Plk1 knockdown. Our studies strongly suggest that sSgo1 plays an essential role in protecting centriole cohesion, which is partly regulated by Plk1
PMCID:2279080
PMID: 18331714
ISSN: 1534-5807
CID: 78024