Dbf4-Cdc7 Phosphorylation of Mcm2 Is Required for Cell Growth

The Dbf4-Cdc7 kinase (DDK) is required for the activation of the origins of replication, and DDK phosphorylates Mcm2 in vitro. We find that budding yeast Cdc7 alone exists in solution as a weakly active multimer. Dbf4 forms a likely heterodimer with Cdc7, and this species phosphorylates Mcm2 with substantially higher specific activity. Dbf4 alone binds tightly to Mcm2, whereas Cdc7 alone binds weakly to Mcm2, suggesting that Dbf4 recruits Cdc7 to phosphorylate Mcm2. DDK phosphorylates two serine residues of Mcm2 near the N terminus of the protein, Ser-164 and Ser-170. Expression of mcm2-S170A is lethal to yeast cells that lack endogenous MCM2 (mcm2Δ); however, this lethality is rescued in cells harboring the DDK bypass mutant mcm5-bob1. We conclude that DDK phosphorylation of Mcm2 is required for cell growth.The Cdc7 protein kinase is required throughout the yeast S phase to activate origins (1, 2). The S phase cyclin-dependent kinase also activates yeast origins of replication (3–5). It has been proposed that Dbf4 activates Cdc7 kinase in S phase, and that Dbf4 interaction with Cdc7 is essential for Cdc7 kinase activity (6). However, it is not known how Dbf4-Cdc7 (DDK)² acts during S phase to trigger the initiation of DNA replication. DDK has homologs in other eukaryotic species, and the role of Cdc7 in activation of replication origins during S phase may be conserved (7–10).The Mcm2-7 complex functions with Cdc45 and GINS to unwind DNA at a replication fork (11–15). A mutation of MCM5 (mcm5-bob1) bypasses the cellular requirements for DBF4 and CDC7 (16), suggesting a critical physiologic interaction between Dbf4-Cdc7 and Mcm proteins. DDK phosphorylates Mcm2 in vitro with proteins purified from budding yeast (17, 18) or human cells (19). Furthermore, there are mutants of MCM2 that show synthetic lethality with DBF4 mutants (6, 17), suggesting a biologically relevant interaction between DBF4 and MCM2. Nevertheless, the physiologic role of DDK phosphorylation of Mcm2 is a matter of dispute. In human cells, replacement of MCM2 DDK-phosphoacceptor residues with alanines inhibits DNA replication, suggesting that Dbf4-Cdc7 phosphorylation of Mcm2 in humans is important for DNA replication (20). In contrast, mutation of putative DDK phosphorylation sites at the N terminus of Schizosaccharomyces pombe Mcm2 results in viable cells, suggesting that phosphorylation of S. pombe Mcm2 by DDK is not critical for cell growth (10).In budding yeast, Cdc7 is present at high levels in G₁ and S phase, whereas Dbf4 levels peak in S phase (18, 21, 22). Furthermore, budding yeast DDK binds to chromatin during S phase (6), and it has been shown that Dbf4 is required for Cdc7 binding to chromatin in budding yeast (23, 24), fission yeast (25), and Xenopus (9). Human and fission yeast Cdc7 are inert on their own (7, 8), but Dbf4-Cdc7 is active in phosphorylating Mcm proteins in budding yeast (6, 26), fission yeast (7), and human (8, 10). Based on these data, it has been proposed that Dbf4 activates Cdc7 kinase in S phase and that Dbf4 interaction with Cdc7 is essential for Cdc7 kinase activity (6, 9, 18, 21–24). However, a mechanistic analysis of how Dbf4 activates Cdc7 has not yet been accomplished. For example, the multimeric state of the active Dbf4-Cdc7 complex is currently disputed. A heterodimer of fission yeast Cdc7 (Hsk1) in complex with fission yeast Dbf4 (Dfp1) can phosphorylate Mcm2 (7). However, in budding yeast, oligomers of Cdc7 exist in the cell (27), and Dbf4-Cdc7 exists as oligomers of 180 and 300 kDa (27).DDK phosphorylates the N termini of human Mcm2 (19, 20, 28), human Mcm4 (10), budding yeast Mcm4 (26), and fission yeast Mcm6 (10). Although the sequences of the Mcm N termini are poorly conserved, the DDK sites identified in each study have neighboring acidic residues. The residues of budding yeast Mcm2 that are phosphorylated by DDK have not yet been identified.In this study, we find that budding yeast Cdc7 is weakly active as a multimer in phosphorylating Mcm2. However, a low molecular weight form of Dbf4-Cdc7, likely a heterodimer, has a higher specific activity for phosphorylation of Mcm2. Dbf4 or DDK, but not Cdc7, binds tightly to Mcm2, suggesting that Dbf4 recruits Cdc7 to Mcm2. DDK phosphorylates two serine residues of Mcm2, Ser-164 and Ser-170, in an acidic region of the protein. Mutation of Ser-170 is lethal to yeast cells, but this phenotype is rescued by the DDK bypass mutant mcm5-bob1. We conclude that DDK phosphorylation of Ser-170 of Mcm2 is required for budding yeast growth.     

Analysis of Free Energy Signals Arising from Nucleotide Hybridization Between rRNA and mRNA Sequences during Translation in Eubacteria

A decoding algorithm is tested that mechanistically models the progressive alignments that arise as the mRNA moves past the rRNA tail during translation elongation. Each of these alignments provides an opportunity for hybridization between the single-stranded, -terminal nucleotides of the 16S rRNA and the spatially accessible window of mRNA sequence, from which a free energy value can be calculated. Using this algorithm we show that a periodic, energetic pattern of frequency 1/3 is revealed. This periodic signal exists in the majority of coding regions of eubacterial genes, but not in the non-coding regions encoding the 16S and 23S rRNAs. Signal analysis reveals that the population of coding regions of each bacterial species has a mean phase that is correlated in a statistically significant way with species () content. These results suggest that the periodic signal could function as a synchronization signal for the maintenance of reading frame and that codon usage provides a mechanism for manipulation of signal phase.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

Knockdown of ASIC1 and Epithelial Sodium Channel Subunits Inhibits Glioblastoma Whole Cell Current and Cell Migration

High grade gliomas such as glioblastoma multiforme express multiple members of the epithelial sodium channel (ENaC)/Degenerin family, characteristically displaying a basally active amiloride-sensitive cation current not seen in normal human astrocytes or lower grade gliomas. Using quantitative real time PCR, we have shown higher expression of ASIC1, αENaC, and γENaC in D54-MG human glioblastoma multiforme cells compared with primary human astrocytes. We hypothesize that this glioma current is mediated by a hybrid channel composed of a mixture of ENaC and acid-sensing ion channel (ASIC) subunits. To test this hypothesis we made dominant negative cDNAs for ASIC1, αENaC, γENaC, and δENaC. D54-MG cells transfected with the dominant negative constructs for ASIC1, αENaC, or γENaC showed reduced protein expression and a significant reduction in the amiloride-sensitive whole cell current as compared with untransfected D54-MG cells. Knocking down αENaC or γENaC also abolished the high P_K⁺/P_Na⁺ of D54-MG cells. Knocking down δENaC in D54-MG cells reduced δENaC protein expression but had no effect on either the whole cell current or K⁺ permeability. Using co-immunoprecipitation we show interactions between ASIC1, αENaC, and γENaC, consistent with these subunits interacting with each other to form an ion channel in glioma cells. We also found a significant inhibition of D54-MG cell migration after ASIC1, αENaC, or γENaC knockdown, consistent with the hypothesis that ENaC/Degenerin subunits play an important role in glioma cell biology.Gliomas are the most common primary tumors of the central nervous system. These tumors arise either from astrocytes or their progenitor cells (1). Gliomas are divided into four grades based on the degree of malignancy. Glioblastoma multiforme (GBM),² Grade IV, is the most frequently occurring, most invasive, and has the worst prognostic outcome with a median survival of approximately one year from diagnosis (2).We have previously reported the presence of an amiloride-sensitive current in glioblastoma cells that is not seen in normal astrocytes or low grade gliomas (3). Amiloride is a potassium sparing diuretic that inhibits sodium channels composed of subunits from the epithelial sodium channel (ENaC)/Degenerin (Deg) family. Amiloride-sensitive Na⁺ channels are essential for the regulation of Na⁺ transport into cells and tissues throughout the body. These channels are found in all body tissues; from epithelia, endothelia, osteoblasts, keratinocytes, taste cells, lymphocytes, and brain (4). Apart from the ENaCs, the ENaC/Deg family also includes acid-sensing ion channels (ASICs) which have been found predominantly in neurons (4–6). Primary malfunctions of ENaC/Deg family members underlie or are involved in the pathophysiology of several human diseases such as salt-sensitive hypertension (7, 8), pseudohypoaldosteronism type I (7), cystic fibrosis (9), chronic airway diseases (10, 11), and flu (12).The ENaC/Deg family subunits share the same structural topology. They all have short intracellular N and C termini, two transmembrane spanning domains, and a large extracellular cysteine-rich loop (4, 5). There are five ENaC subunits termed α, β, γ, δ, and ϵ. Functional ion channels arise from a multimeric assembly of these subunits. The prototypical ENaC channel of the collecting duct principal cell is thought to be αβγENaC (13, 14). The α-ENaC subunit appears to be the core conducting element, whereas the β- and γ-ENaC subunits are associated with trafficking and insertion of the channel in the cell membrane (13, 15, 16). ASICs are homologous to ENaCs and are most prevalently expressed in the brain and nervous system (17–19), although they are also found in the retina (20–22), testes (23), pituitary gland (24), lung epithelia (22), and bone and cartilage (25). Four ASIC genes have been identified so far, ASIC1–4. Of these, ASIC1–3 has multiple splice variants (19, 22). The crystal structure of chicken ASIC1 has revealed it to be a homotrimer (26). ASICs differ from their ENaC counterparts in that they are transiently activated by extracellular acid (19) and are much less sensitive to inhibition by amiloride (27, 28). Also ASIC1 is inhibited with high affinity by psalmotoxin 1 (PcTX-1), a 40-amino acid peptide found in the venom of the West Indies tarantula, Psalmopoeus Cambridgei (29). ASICs, because they are activated by acidic pH, have been suggested to play a role in chemical pain associated with increased tissue acidification as occurs in ischemia (30, 31). They have also been implicated in touch sensation (32), taste (33), fear-conditioning (6), and learning and memory (34).Our laboratory has proposed that ENaC/Deg channels underlie the basally activated cation current measured in high grade glioma cells (3). We hypothesize that the channels forming this current pathway are composed of a mixture of ASIC and ENaC subunits. RNA profiling of a large number of GBM-derived cell lines and freshly resected tumors have revealed the presence of a myriad of ASIC/ENaC components (3). The basally active current seen in GBM cells can be significantly reduced by amiloride or benzamil (a higher affinity amiloride analog), both of which are inhibitors of the ENaC/Deg family of ion channels (3). PcTX1, a selective ASIC1 blocker, also effectively abolishes the basally active GBM current (35). We have previously shown that ENaC and ASIC subunits can form cross-clade interactions in a heterologous expression system (36). This study aims to probe the composition of the novel ENaC/Deg heteromer in a glioma cell line, D54-MG. Our study postulates that a change in GBM cell electrophysiological properties after subunit knockdown would be indicative of that subunit being a part of the GBM channel. We have sequentially knocked down different ENaC/Deg subunits from the D54-MG glioma cells and measured amiloride-sensitive whole cell current using patch clamp. We found that knocking down various ENaC/Deg subunits significantly reduced the whole cell patch clamp current in glioma cells and changed the resting Na⁺/K⁺ permeability of the these cells. After subunit knockdown, glioma cells showed a reduced cell migration as compared with control cells, consistent with our hypothesis that ENaC/Deg subunits play an important role in glioma cell pathophysiology.     

Algorithms for Finding Small Attractors in Boolean Networks

A Boolean network is a model used to study the interactions between different genes in genetic regulatory networks. In this paper, we present several algorithms using gene ordering and feedback vertex sets to identify singleton attractors and small attractors in Boolean networks. We analyze the average case time complexities of some of the proposed algorithms. For instance, it is shown that the outdegree-based ordering algorithm for finding singleton attractors works in time for , which is much faster than the naive time algorithm, where is the number of genes and is the maximum indegree. We performed extensive computational experiments on these algorithms, which resulted in good agreement with theoretical results. In contrast, we give a simple and complete proof for showing that finding an attractor with the shortest period is NP-hard.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

Evidence that Antibody-Mediated Neutralization of Human Immunodeficiency Virus Type 1 by Sera from Infected Individuals Is Independent of Coreceptor Usage

Human immunodeficiency virus type 1 (HIV-1) uses a variety of chemokine receptors as coreceptors for virus entry, and the ability of the virus to be neutralized by antibody may depend on which coreceptors are used. In particular, laboratory-adapted variants of the virus that use CXCR4 as a coreceptor are highly sensitive to neutralization by sera from HIV-1-infected individuals, whereas primary isolates that use CCR5 instead of, or in addition to, CXCR4 are neutralized poorly. To determine whether this dichotomy in neutralization sensitivity could be explained by differential coreceptor usage, virus neutralization by serum samples from HIV-1-infected individuals was assessed in MT-2 cells, which express CXCR4 but not CCR5, and in mitogen-stimulated human peripheral blood mononuclear cells (PBMC), where multiple coreceptors including CXCR4 and CCR5 are available for use. Our results showed that three of four primary isolates with a syncytium-inducing (SI) phenotype and that use CXCR4 and CCR5 were neutralized poorly in both MT-2 cells and PBMC. The fourth isolate, designated 89.6, was more sensitive to neutralization in MT-2 cells than in PBMC. We showed that the neutralization of 89.6 in PBMC was not improved when CCR5 was blocked by having RANTES, MIP-1α, and MIP-1β in the culture medium, indicating that CCR5 usage was not responsible for the decreased sensitivity to neutralization in PBMC. Consistent with this finding, a laboratory-adapted strain of virus (IIIB) was significantly more sensitive to neutralization in CCR5-deficient PBMC (homozygous Δ32-CCR5 allele) than were two of two SI primary isolates tested. The results indicate that the ability of HIV-1 to be neutralized by sera from infected individuals depends on factors other than coreceptor usage.Human immunodeficiency virus type 1 (HIV-1), the etiologic agent of AIDS, utilizes the HLA class II receptor, CD4, as its primary receptor to gain entry into cells (17, 30). Entry is initiated by a high-affinity interaction between CD4 and the surface gp120 of the virus (32). Subsequent to this interaction, conformational changes that permit fusion of the viral membrane with cellular membranes occur within the viral transmembrane gp41 (9, 58, 59). In addition to CD4, one or more recently described viral coreceptors are needed for fusion to take place. These coreceptors belong to a family of seven-transmembrane G-protein-coupled proteins and include the CXC chemokine receptor CXCR4 (3, 4, 24, 44), the CC chemokine receptors CCR5 (1, 12, 13, 18, 21, 23, 45) and, less commonly, CCR3 and CCR2b (12, 21), and two related orphan receptors termed BONZO/STRL33 and BOB (19, 34). Coreceptor usage by HIV-1 can be blocked by naturally occurring ligands, including SDF-1 for CXCR4 (4, 44), RANTES, MIP-1α, and MIP-1β in the case of CCR5 (13, 45), and eotaxin for CCR3 (12).The selective cellular tropisms of different strains of HIV-1 may be determined in part by coreceptor usage. For example, all culturable HIV-1 variants replicate initially in mitogen-stimulated human peripheral blood mononuclear cells (PBMC), but only a minor fraction are able to infect established CD4⁺ T-cell lines (43). This differential tropism is explained by the expression of CXCR4 together with CCR5 and other CC chemokine coreceptors on PBMC and the lack of expression of CCR5 on most T-cell lines (5, 10, 19, 35, 39, 50, 53). Indeed, low-passage field strains (i.e., primary isolates) of HIV-1 that fail to replicate in T-cell lines use CCR5 as their major coreceptor and are unable to use CXCR4 (1, 12, 18, 21, 23, 28). Because these isolates rarely produce syncytia in PBMC and fail to infect MT-2 cells, they are often classified as having a non-syncytium-inducing (NSI) phenotype. Primary isolates with a syncytium-inducing (SI) phenotype are able to use CXCR4 alone or, more usually, in addition to CCR5 (16, 20, 51). HIV-1 variants that have been passaged multiple times in CD4⁺ T-cell lines, and therefore considered to be laboratory adapted, exhibit a pattern of coreceptor usage that resembles that of SI primary isolates. Most studies have shown that the laboratory-adapted strain IIIB uses CXCR4 alone (3, 13, 20, 24, 51) and that MN and SF-2 use CXCR4 primarily and CCR5 to a lesser degree (11, 13). Sequences within the V3 loop of gp120 have been shown to be important, either directly or indirectly, for the interaction of HIV-1 with both CXCR4 (52) and CCR5 (12, 14, 54, 60). This region of gp120 contains multiple determinants of cellular tropism (43) and is a major target for neutralizing antibodies to laboratory-adapted HIV-1 but not to primary isolates (29, 46, 57).It has been known for some time that the ability of sera from HIV-1-infected individuals to neutralize laboratory-adapted strains of HIV-1 does not predict their ability to neutralize primary isolates in vitro (7). In general, the former viruses are highly sensitive to neutralization whereas the latter viruses are neutralized poorly by antibodies induced in response to HIV-1 infection (7, 43). Importantly, neutralizing antibodies generated by candidate HIV-1 subunit vaccines have been highly specific for laboratory-adapted viruses (26, 37, 38). In principle, the dichotomy in neutralization sensitivity between these two categories of virus could be related to coreceptor usage. To test this, we investigated whether the use of CXCR4 in the absence of CCR5 would render SI primary isolates highly sensitive to neutralization in vitro by sera from HIV-1-infected individuals. Two similar studies using human monoclonal antibodies and soluble CD4 have been reported (31a, 55).     

The Wavelet-Based Cluster Analysis for Temporal Gene Expression Data

A variety of high-throughput methods have made it possible to generate detailed temporal expression data for a single gene or large numbers of genes. Common methods for analysis of these large data sets can be problematic. One challenge is the comparison of temporal expression data obtained from different growth conditions where the patterns of expression may be shifted in time. We propose the use of wavelet analysis to transform the data obtained under different growth conditions to permit comparison of expression patterns from experiments that have time shifts or delays. We demonstrate this approach using detailed temporal data for a single bacterial gene obtained under 72 different growth conditions. This general strategy can be applied in the analysis of data sets of thousands of genes under different conditions.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29]     

Context-dependent Bcl-2/Bak Interactions Regulate Lymphoid Cell Apoptosis

The release of cytochrome c from mitochondria, which leads to activation of the intrinsic apoptotic pathway, is regulated by interactions of Bax and Bak with antiapoptotic Bcl-2 family members. The factors that regulate these interactions are, at the present time, incompletely understood. Recent studies showing preferences in binding between synthetic Bcl-2 homology domain 3 and antiapoptotic Bcl-2 family members in vitro have suggested that the antiapoptotic proteins Mcl-1 and Bcl-x_L, but not Bcl-2, restrain proapoptotic Bak from inducing mitochondrial membrane permeabilization and apoptosis. Here we show that Bak protein has a much higher affinity than the 26-amino acid Bak Bcl-2 homology domain 3 for Bcl-2, that some naturally occurring Bcl-2 allelic variants have an affinity for full-length Bak that is only 3-fold lower than that of Mcl-1, and that endogenous levels of these Bcl-2 variants (which are as much as 40-fold more abundant than Mcl-1) restrain part of the Bak in intact lymphoid cells. In addition, we demonstrate that Bcl-2 variants can, depending on their affinity for Bak, substitute for Mcl-1 in protecting cells. Thus, the ability of Bcl-2 to protect cells from activated Bak depends on two important contextual variables, the identity of the Bcl-2 present and the amount expressed.The release of cytochrome c from mitochondria, which leads to activation of the intrinsic apoptotic pathway, is regulated by Bcl-2 family members (1–5). This group of proteins consists of three subgroups: Bax and Bak, which oligomerize upon death stimulation to form a putative pore in the outer mitochondrial membrane, thereby allowing efflux of cytochrome c and other mitochondrial intermembrane space components; Bcl-2, Bcl-x_L, Mcl-1, and other antiapoptotic homologs, which antagonize the effects of Bax and Bak; and BH3-only proteins² such as Bim, Bid, and Puma, which are proapoptotic Bcl-2 family members that share only limited homology with the other two groups in a single 15-amino acid domain (the BH3 domain, see Ref. 6). Although it is clear that BH3-only proteins serve as molecular sensors of various stresses and, when activated, trigger apoptosis (3, 6–11), the mechanism by which they do so remains incompletely understood. One current model suggests that BH3-only proteins trigger apoptosis solely by binding and neutralizing antiapoptotic Bcl-2 family members, thereby causing them to release the activated Bax and Bak that are bound (reviewed in Refs. 9 and 10; see also Refs. 12 and 13), whereas another current model suggests that certain BH3-only proteins also directly bind to and activate Bax (reviewed in Ref. 3; see also Refs. 14–17). Whichever model turns out to be correct, both models agree that certain antiapoptotic Bcl-2 family members can inhibit apoptosis, at least in part, by binding and neutralizing activated Bax and Bak before they permeabilize the outer mitochondrial membrane (13, 18, 19).Much of the information about the interactions between pro- and antiapoptotic Bcl-2 family members has been derived from the study of synthetic peptides corresponding to BH3 domains. In particular, these synthetic peptides have been utilized as surrogates for the full-length proapoptotic proteins during structure determinations (20–22) as well as in functional studies exploring the effect of purified BH3 domains on isolated mitochondria (14, 23) and on Bax-mediated permeabilization of lipid vesicles (15).Recent studies using these same peptides have suggested that interactions of the BH3 domains of Bax, Bak, and the BH3-only proteins with the “BH3 receptors” of the antiapoptotic Bcl-2 family members are not all equivalent. Surface plasmon resonance, a technique that is widely used to examine the interactions of biomolecules under cell-free conditions (24–26), has demonstrated that synthetic BH3 peptides of some BH3-only family members show striking preferences, with the Bad BH3 peptide binding to Bcl-2 and Bcl-x_L but not Mcl-1, and the Noxa BH3 peptide binding to Mcl-1 but not Bcl-2 or Bcl-x_L (27). Likewise, the Bak BH3 peptide exhibits selectivity, with high affinity for Bcl-x_L and Mcl-1 but not Bcl-2 (12). The latter results have led to a model in which Bcl-x_L and Mcl-1 restrain Bak and inhibit Bak-dependent apoptosis, whereas Bcl-2 does not (10).Because the Bak protein contains multiple recognizable domains in addition to its BH3 motif (28, 29), we compared the binding of Bak BH3 peptide and Bak protein to Bcl-2. Surface plasmon resonance demonstrated that Bcl-2 binds Bak protein with much higher affinity than the Bak 26-mer BH3 peptide. Further experiments demonstrated that the K_D for Bak differs among naturally occurring Bcl-2 sequence variants but is only 3-fold higher than that of Mcl-1 in some cases. In light of previous reports that Bcl-2 overexpression contributes to neoplastic transformation (30–33) and drug resistance (34–36) in lymphoid cells, we also examined Bcl-2 expression and Bak binding in a panel of neoplastic lymphoid cell lines. Results of these experiments demonstrated that Bcl-2 expression varies among different lymphoid cell lines but is up to 40-fold more abundant than Mcl-1. In lymphoid cell lines with abundant Bcl-2, Bak is detected in Bcl-2 as well as Mcl-1 immunoprecipitates; and Bak-dependent apoptosis induced by Mcl-1 down-regulation can be prevented by Bcl-2 overexpression. Collectively, these observations shed new light on the role of Bcl-2 in binding and neutralizing Bak.