BackgroundGene expression signatures indicative of tumor proliferative capacity and tumor-immune cell interactions have emerged as principal biology-driven predictors of breast cancer outcomes. How these signatures relate to one another in biological and prognostic contexts remains to be clarified.ResultsTo investigate the relationship between proliferation and immune gene signatures, we analyzed an integrated dataset of 1,954 clinically annotated breast tumor expression profiles randomized into training and test sets to allow two-way discovery and validation of gene-survival associations. Hierarchical clustering revealed a large cluster of distant metastasis-free survival-associated genes with known immunological functions that further partitioned into three distinct immune metagenes likely reflecting B cells and/or plasma cells; T cells and natural killer cells; and monocytes and/or dendritic cells. A proliferation metagene allowed stratification of cases into proliferation tertiles. The prognostic strength of these metagenes was largely restricted to tumors within the highest proliferation tertile, though intrinsic subtype-specific differences were observed in the intermediate and low proliferation tertiles. In highly proliferative tumors, high tertile immune metagene expression equated with markedly reduced risk of metastasis whereas tumors with low tertile expression of any one of the three immune metagenes were associated with poor outcome despite higher expression of the other two metagenes.ConclusionsThese findings suggest that a productive interplay among multiple immune cell types at the tumor site promotes long-term anti-metastatic immunity in a proliferation-dependent manner. The emergence of a subset of effective immune responders among highly proliferative tumors has novel prognostic ramifications.
Quadruplex structures that result from stacking of guanine quartets in nucleic acids possess such thermodynamic stability that their resolution in vivo is likely to require specific recognition by specialized enzymes. We previously identified the major tetramolecular quadruplex DNA resolving activity in HeLa cell lysates as the gene product of DHX36 (Vaughn, J. P., Creacy, S. D., Routh, E. D., Joyner-Butt, C., Jenkins, G. S., Pauli, S., Nagamine, Y., and Akman, S. A. (2005) J. Biol Chem. 280, 38117-38120), naming the enzyme G4 Resolvase 1 (G4R1). G4R1 is also known as RHAU, an RNA helicase associated with the AU-rich sequence of mRNAs. We now show that G4R1/RHAU binds to and resolves tetramolecular RNA quadruplex as well as tetramolecular DNA quadruplex structures. The apparent K d values of G4R1/RHAU for tetramolecular RNA quadruplex and tetramolecular DNA quadruplex were exceptionally low: 39 ؎ 6 and 77 ؎ 6 pM, respectively, as measured by gel mobility shift assay. In competition studies tetramolecular RNA quadruplex structures inhibited tetramolecular DNA quadruplex structure resolution by G4R1/RHAU more efficiently than tetramolecular DNA quadruplex structures inhibited tetramolecular RNA quadruplex structure resolution. Down-regulation of G4R1/ RHAU in HeLa T-REx cells by doxycycline-inducible short hairpin RNA caused an 8-fold loss of RNA and DNA tetramolecular quadruplex resolution, consistent with G4R1/RHAU representing the major tetramolecular quadruplex helicase activity for both RNA and DNA structures in HeLa cells. This study demonstrates for the first time the RNA quadruplex resolving enzymatic activity associated with G4R1/RHAU and its exceptional binding affinity, suggesting a potential novel role for G4R1/ RHAU in targeting in vivo RNA quadruplex structures.The nucleobase guanine is unique among bases in nucleic acids because of its great tendency toward self-association. Stable cyclic guanine quartets form by self-assembly through Hoogsteen hydrogen bonding between each of the four guanine molecules (N 1 -H and N 2 -H share hydrogen with O 6 and N 7 of the adjacent guanine). In the presence of physiological monovalent cations these quartets can self-associate into vertical stacks that coordinately bond a cation at the center of the G quartets, and the assemblies are further stabilized through stacking interactions (reviewed in Ref. 1). This vertical assembly of G quartets is known as G-quadruplex; this self-associating phenomenon is responsible for the observation that over 30 different derivatives of guanine can form gels in water (2). These are also the forces that stabilize the formation of quadruplex structures in nucleic acids that are also termed G4-DNA and G4-RNA. Since the initial observation by Sen and Gilbert (3) of the formation of tetramolecular G4-DNA, it has been shown that DNA or RNA molecules possessing runs of as few as three guanines in a row can form a variety of extraordinarily stable quadruplex structures (reviewed in Ref. 4). In fact, guanine quadruplex structures create th...
G4-DNA is a highly stable alternative DNA structure that can form spontaneously in guanine-rich regions of single-stranded DNA under physiological conditions. Since a number of biological processes create such single-stranded regions, G4-DNA occurrence must be regulated. To date, resolution of tetramolecular G4-DNA into single strands (G4-resolvase activity) has been observed only in recombinant RecQ DNA helicases. We previously reported that human cell lysates possess tetramolecular G4-DNA resolving activity (Harrington, C., Lan, Y., and Akman, S. (1997) J. Biol Chem. 272, 24631-24636). Here we report the first complete purification of a major non-RecQ, NTP-dependent G4-DNA resolving enzyme from human cell lysates. This enzyme is identified as the DEXH helicase product of gene DHX36 (also known as RHAU). G4-DNA resolving activity was captured from HeLa cell lysates on G4-DNA affinity beads and further purified by gel filtration chromatography. The DHX36 gene product was identified by mass spectrometric sequencing of a tryptic digest from the protein band on SDS-PAGE associated with activity. DHX36 was cloned within a His 6 -tagging vector, expressed, and purified from Escherichia coli. Inhibition and substrate resolution assays showed that recombinant DHX36 protein displayed robust, highly specific G4-DNA resolving activity. Immunodepletion of HeLa lysates by a monoclonal antibody to the DHX36 product removed ca. 77% of the enzyme from lysates and reduced G4-DNA resolving activity to 46.0 ؎ 0.4% of control, demonstrating that DHX36 protein is responsible for the majority of tetramolecular G4-DNA resolvase activity.G4-DNA is an alternative highly stable DNA structure forming within runs of guanine bases. It has been amply described previously (1). G4-DNA structures have the potential to disrupt normal duplex DNA; therefore, it might be expected that the genome would have minimized the usage of runs of deoxyguanosine. On the contrary, a growing body of data support the hypothesis that formation of G4-DNA in vivo is a recognized structural motif of specialized utility for key biological processes. Recent studies with a fluorescent G4-DNAbinding ligand, as well as a specific G4-DNA-binding protein, support the presence of G4-DNA structures located at human telomeres in vivo (2, 3). In addition to the aforementioned telomeres, other guanine-rich regions in human DNA readily form G4-DNA structures in vitro and make up specific genetic control elements, including the immunoglobin heavy chain switch region (4), guanine-rich regions of ribosomal DNA (5), the d(pCGG) repeats of the fragile X mental retardation gene (6), promoters of proliferation-associated genes, such as the c-MYC (7, 8), PDGF-A (9), RET (10), and the diabetes susceptibility locus IDDM2 promoter (11). It has been shown that a unimolecular G4-DNA structure has a repressor function in the c-MYC promoter (8). Compounds that stabilize G4-DNA in vivo have generated much interest because of their antitumor activity, suggesting that G4-DNA structures might be ...
Under physiological conditions, guanine-rich sequences of DNA and RNA can adopt stable and atypical four-stranded helical structures called G-quadruplexes (G4). Such G4 structures have been shown to occur in vivo and to play a role in various processes such as transcription, translation and telomere maintenance. Owing to their high-thermodynamic stability, resolution of G4 structures in vivo requires specialized enzymes. RHAU is a human RNA helicase of the DEAH-box family that exhibits a unique ATP-dependent G4-resolvase activity with a high affinity and specificity for its substrate in vitro. How RHAU recognizes G4-RNAs has not yet been established. Here, we show that the amino-terminal region of RHAU is essential for RHAU to bind G4 structures and further identify within this region the evolutionary conserved RSM (RHAU-specific motif) domain as a major affinity and specificity determinant. G4-resolvase activity and strict RSM dependency are also observed with CG9323, the Drosophila orthologue of RHAU, in the amino terminal region of which the RSM is the only conserved motif. Thus, these results reveal a novel motif in RHAU protein that plays an important role in recognizing and resolving G4-RNA structures, properties unique to RHAU among many known RNA helicases.
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