An investigation on performance of Significance Analysis of Microarray (SAM) for the comparisons of several treatments with one control in the presence of small-variance genes.

One of multiple testing problems in drug finding experiments is the comparison of several treatments with one control. In this paper we discuss a particular situation of such an experiment, i.e., a microarray setting, where the many-to-one comparisons need to be addressed for thousands of genes simultaneously. For a gene-specific analysis, Dunnett's single step procedure is considered within gene tests, while the FDR controlling procedures such as Significance Analysis of Microarrays (SAM) and Benjamini and Hochberg (BH) False Discovery Rate (FDR) adjustment are applied to control the error rate across genes. The method is applied to a microarray experiment with four treatment groups (three microarrays in each group) and 16,998 genes. Simulation studies are conducted to investigate the performance of the SAM method and the BH-FDR procedure with regard to controlling the FDR, and to investigate the effect of small-variance genes on the FDR in the SAM procedure.

Transcription profiles of the bacterium Mycoplasma pneumoniae grown at different temperatures.

Applying microarray technology, we have investigated the transcriptome of the small bacterium Mycoplasma pneumoniae grown at three different temperature conditions: 32, 37 and 32 degrees C followed by a heat shock for 15 min at 43 degrees C, before isolating the RNA. From 688 proposed open-reading frames, 676 were investigated and 564 were found to be expressed (P < 0.001; 606 with P < 0.01) and at least 33 (P < 0.001; 77 at P < 0.01) regulated. By quantitative real-time PCR of selected mRNA species, the expression data could be linked to absolute molecule numbers. We found M.pneumoniae to be regulated at the transcriptional level. Forty-seven genes were found to be significantly up-regulated after heat shock (P < 0.01). Among those were the conserved heat shock genes like dnaK, lonA and clpB, but also several genes coding for ribosomal proteins and 10 genes of unassigned functions. In addition, 30 genes were found to be down-regulated under the applied heat shock conditions. Further more, we have compared different methods of cDNA synthesis (random hexamer versus gene-specific primers, different RNA concentrations) and various normalization strategies of the raw microarray data.

Identification of a small RNA within the pdh gene cluster of Mycoplasma pneumoniae and Mycoplasma genitalium.

A highly abundant and heterogeneous small RNA about 205 to 210 bases long named MP200 RNA has been identified in Mycoplasma pneumoniae. It was localized on the genome within a 319-bp-long intergenic space of the pyruvate dehydrogenase (pdh) gene cluster. A database search at the DNA level revealed the highest similarity to a sequence located within the pdh gene cluster of Mycoplasma genitalium that was also shown to be transcribed into two abundant, but smaller RNAs than the ones in Mycoplasma pneumoniae. The RNAs from both M. pneumoniae and M. genitalium have the potential to code for cysteine-rich 29- and 23-amino-acid-long peptides, but so far, these peptides have not been identified experimentally in bacterial protein extracts.

Identification and complementation of frameshift mutations associated with loss of cytadherence in Mycoplasma pneumoniae.

Mycoplasma pneumoniae cytadherence is mediated by a specialized, polar attachment organelle. Certain spontaneously arising cytadherence mutants (designated class I) lack HMW2, fail to localize the adhesin protein P1 to the attachment organelle, and exhibit accelerated turnover of proteins HMW1, HMW3, and P65. Insertional inactivation of hmw2 by Tn4001 results in a phenotype nearly identical to that of the class I mutants, suggesting that the latter may result from a defect in hmw2. In this study, the recombinant wild-type hmw2 allele successfully complemented a class I mutant when introduced by transposon delivery. Synthesis of recombinant HMW2 at wild-type levels resulted in reacquisition of hemadsorption and normal levels of HMW1, HMW3, and P65. Low-level production of HMW2 in some transformants resulted in only an intermediate capacity to hemadsorb. Furthermore, full restoration of HMW1 and P65, but not that of HMW3, was directly proportional to the amount of recombinant HMW2 produced, reflecting the importance of proper stoichiometry for certain cytadherence-associated proteins. The recombinant class I hmw2 allele did not restore cytadherence, consistent with a defect in hmw2 in this mutant. A frameshift was discovered in different oligoadenine tracts in hmw2 from two independent class I mutants. Finally, protein P28 is thought to be the product of internal translation initiation in hmw2. A transposon excision-deletion mutant produced a truncated HMW2 but no P28, consistent with this conclusion. However, this deletion mutant was hemadsorption positive, indicating that P28 may not be required for cytadherence.

Cloning of a second gene encoding 5-phosphofructo-2-kinase in yeast, and characterization of mutant strains without fructose-2,6-bisphosphate.

We have identified a new gene, PFK27, that encodes a second inducible 6-phosphofructo-2-kinase in the yeast Saccharomyces cerevisiae. Sequencing shows an open reading frame of 397 amino acids and 45.3 kDa. Amino acid sequence comparisons with other bifunctional 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase isoenzymes of various organisms revealed similarities only to the kinase domains. Expression of PFK27 was induced severalfold by glucose and sucrose, but not by galactose or maltose, suggesting that sugar transport might be involved in triggering the induction signal. We have constructed a mutant strain devoid of any fructose-2,6-bisphosphate. The mutant strain grew well on several kinds and concentrations of carbon sources. The levels of hexose phosphates in the cells were increased, but flux rates for glucose utilization and ethanol production were similar to the wild-type strain. However, after the transfer of the mutant cells from respiratory to fermentative growth conditions, growth, glucose consumption and ethanol production were delayed in a transition phase. Our results show that fructose-2,6-bisphosphate is an important effector in vivo of the 6-phosphofructo-1-kinase/fructose-1 ,6-bisphosphatase enzyme pair, and is involved in the initiation of glycolysis during the transition to a fermentative mode of metabolism. Nevertheless, it can be effectively replaced by other effectors and regulatory mechanisms during growth on glucose.