Identification a novel set of 6 differential expressed genes in prostate cancer that can potentially predict biochemical recurrence after curative surgery.

PURPOSE: Approximately, 30% patients after radical prostatectomy (RP) will undergo post-operative biochemical recurrence (BCR). Present stratification method by TNM staging and Gleason score was not adequate to screen high-risk patients. In this study, we intended to identify a novel set of differentially expressed gene (DEG) signature that can predict BCR after RP. MATERIALS/PATIENTS: 358 patients after RP with follow-up data were extracted from The Cancer Genome Atlas (TCGA), among which 61 patients had undergone BCR. Key DEGs were confirmed by the intersection of GSE35988 and TCGA_PCa dataset, and their gene expression data were also extracted from TCGA_PCa dataset. Kaplan-Meier plot and Cox proportion hazard regression model were applied to assess the relationship between risk score and survival outcome (BCR). RESULTS: 310 DEGs were confirmed in two prostate cancer dataset. 6 DEGs (SMIM22, NINL, NRG2, TOP2A, REPS2, and TPCN2) were selected to construct a risk score formula. The risk score was a powerful predictive factor independent of TNM stage (HR 3.045, 95% CI 1.655-5.602, p < 0.001). CONCLUSION: In this study, a novel 6-gene signature with robust predictive ability on post-operative BCR was constructed and 4 genes (SMIM22, NRG2, NINL and TPCN2) in the 6-gene signature were not reported to be associated with prostate cancer.

Fidelity of HIV-1 reverse transcriptase copying RNA in vitro.

The genomic hypervariation of human immunodeficiency virus 1 (HIV-1) could result from misincorporations by the viral reverse transcriptase. We developed an assay for reverse transcriptase fidelity during RNA-dependent as well as DNA-dependent DNA polymerization in vitro. A lacZ alpha RNA fragment transcribed by T3 RNA polymerase was used to mimic first-strand reverse transcription. The corresponding DNA template was used to examine errors by reverse transcriptase during second-strand DNA synthesis. With both templates, the mutations introduced by reverse transcriptase were identified by their mutant phenotypes in an M13 lacZ alpha-complementation assay. We found that the reverse transcriptase from human immunodeficiency virus 1 (HIV-1 RT) was less accurate than the reverse transcriptase from Moloney murine leukemia virus (MLV RT) or the Klenow fragment of Escherichia coli DNA polymerase I (Pol I) on either RNA or DNA templates. The frequency of misincorporation by HIV-1 RT was 1 in 6900 nucleotides polymerized on the RNA template and 1 in 5900 on the DNA template. The error rates of MLV RT and Pol I on the RNA template were less than 1 in 28,000 and 37,000, respectively. The most frequent mutations produced by HIV-1 RT copying the RNA template were C----T transitions and G----T transversions resulting from misincorporation of dAMP.

T4 phage ribonucleotide reductase. Allosteric regulation in vivo by thymidine triphosphate.

Based upon analyses of purified enzyme preparations, T4 bacteriophage-coded ribonucleotide reductase is considered to be relatively insensitive to control by allosteric inhibition. However, two factors suggest that CDP reduction to dCDP is feedback-controlled by dTTP in infected cells. First, the pool of 5-hydroxymethyldeoxycytidine triphosphate, which expands manyfold upon infection by a dCMP deaminase-deficient T4 mutant, shrinks to near-normal levels as a consequence of dTTP accumulation, and ribonucleotide reductase is the only apparent control point. Second, analysis of mutagenesis by 5-bromodeoxyuridine suggests that most induced mutations result from localized pool depletion of 5-hydroxymethyl-dCTP at replication sites, as if 5-bromo-dUTP were behaving like dTTP in inhibiting the CDP reductase activity of the phage enzyme. We found that CDP reductase activity in crude extracts of T4 phage-infected bacteria is sensitive to inhibition by either dTTP or 5-bromo-dUTP, at concentrations as low as 0.01 mM. However, in partially purified enzyme preparations that sensitivity is lost. Although we don't know the basis for this loss of feedback sensitivity, the results suggest that kinetic properties of enzymes in intact cells are determined by the cellular milieu in ways not apparent from analysis of purified enzymes.

Analysis of mutagenesis induced by a thermolabile T4 phage deoxycytidylate hydroxymethylase suggests localized deoxyribonucleotide pool imbalance.

To understand the molecular basis of mutation stimulated by deoxyribonucleotide pool imbalance, we studied a temperature-sensitive T4 phage gene 42 mutant (LB3), which specifies a thermolabile deoxycytidylate hydroxymethylase. Analysis of rII mutations, revertible to wild type along either GC-to-AT or AT-to-GC transition pathways, showed 8- to 80-fold stimulation of GC-to-AT mutations at a semi-permissive temperature (34 degrees C). One such marker, rII SN103, which showed the highest stimulation at 34 degrees C, was sequenced after amplification of the template by polymerase chain reaction. The mutant site in rII SN103 was identified at nucleotide position 265 from the rII B translational start as an AT-to-GC transition, which changes TCA to CCA. Sequence analysis of revertants and pseudorevertants generated at 34 degrees C showed that both cytosines within this triplet can undergo change to either thymine or adenine, consistent with the hypothesis that hydroxymethyldeoxycytidine triphosphate pools are depleted at replication sites. However, dNTP pool measurements in extracts of 34 degrees C cultures showed no significant deviations from values obtained at 30 degrees C, suggesting that pool imbalances occur only locally, close to replication forks. Our studies support the hypothesis that the mutator phenotype displayed by ts LB3 at semi-permissive temperature is a consequence of perturbation of the flow of nucleotide precursors into the DNA replication machinery. A putative localized depletion of hm-dCTP presumably enlarges effective dTTP/hm-dCTP and dATP/hm-dCTP pool ratios, resulting in the observed C-to-T transition and C-to-A transversion mutations.

Ribonucleotide reductase: a determinant of 5-bromodeoxyuridine mutagenesis in phage T4.

Mutagenesis by 5-bromodeoxyuridine (BrdUrd) can result from base-pairing errors either during replication of a BrdUrd-containing template or at the nucleotide incorporation step. Replication errors give rise predominantly to AT-to-GC transitions, while incorporation errors, in which 5-bromo-dUTP competes with dCTP at a template guanine site, should give rise to GC-to-AT transitions. The latter pathway should be sensitive to deoxyribonucleoside triphosphate (dNTP) pool fluctuations. Since dNTP pools are regulated through allosteric control of ribonucleotide reductase, the control of this enzyme should be a determinant of BrdUrd mutagenesis--if mutagenesis results largely from incorporation errors. Since T4 phage-encoded ribonucleotide reductase is insensitive to feedback inhibition, we established conditions under which phage DNA replication is dependent upon ribonucleotide reductase of the host, Escherichia coli. We examined BrdUrd mutagenesis of rII mutants known to revert to wild type either by AT-to-GC or GC-to-AT transition pathways. While both reversion pathways were stimulated under all conditions analyzed, the AT-to-GC pathway was stimulated more when the E. coli reductase was functioning, while the GC-to-AT pathway was more specifically enhanced when the T4 reductase was active. These results confirm that ribonucleotide reductase is a determinant of BrdUrd mutagenesis, but our observations, plus experiments showing that BrdUrd has relatively small effects upon dNTP pool sizes, indicate that the relationship between deoxyribonucleotide metabolism and BrdUrd mutagenesis is more complex than anticipated.