Preribosomal RNA Synthesis Research Articles

Reducing the metabolic burden of rRNA synthesis promotes healthy longevity in Caenorhabditis elegans

Ribosome biogenesis is initiated by RNA polymerase I (Pol I)-mediated synthesis of pre-ribosomal RNA (pre-rRNA). Pol I activity was previously linked to longevity, but the underlying mechanisms were not studied beyond effects on nucleolar structure and protein translation. Here we use multi-omics and functional tests to show that curtailment of Pol I activity remodels the lipidome and preserves mitochondrial function to promote longevity in Caenorhabditis elegans. Reduced pre-rRNA synthesis improves energy homeostasis and metabolic plasticity also in human primary cells. Conversely, the enhancement of pre-rRNA synthesis boosts growth and neuromuscular performance of young nematodes at the cost of accelerated metabolic decline, mitochondrial stress and premature aging. Moreover, restriction of Pol I activity extends lifespan more potently than direct repression of protein synthesis, and confers geroprotection even when initiated late in life, showcasing this intervention as an effective longevity and metabolic health treatment not limited by aging.

Novel INHAT repressor drives glioblastoma growth by promoting ribosomal DNA transcription in glioma stem cells.

Cancer cells including cancer stem cells exhibit a higher rate of ribosome biogenesis than normal cells to support rapid cell proliferation in tumors. However, the molecular mechanisms governing the preferential ribosome biogenesis in glioma stem cells (GSCs) remain unclear. In this work, we show that the novel INHAT repressor (NIR) promotes ribosomal DNA (rDNA) transcription to support GSC proliferation and glioblastoma (GBM) growth, suggesting that NIR is a potential therapeutic target for GBM. Immunoblotting, immunohistochemical and immunofluorescent analysis were used to determine NIR expression in GSCs and human GBMs. Using shRNA-mediated knockdown, we assessed the role and functional significance of NIR in GSCs and GSC-derived orthotopic GBM xenografts. We further performed mass spectrometry analysis, chromatin immunoprecipitation, and other biochemical assays to define the molecular mechanisms by which NIR promotes GBM progression. Our results show that high expression of NIR predicts poor survival in GBM patients. NIR is enriched in the nucleoli of GSCs in human GBMs. Disrupting NIR markedly suppresses GSC proliferation and tumor growth by inhibiting rDNA transcription and pre-ribosomal RNA synthesis. In mechanistic studies, we find that NIR activates rDNA transcription to promote GSC proliferation by cooperating with Nucleolin (NCL) and Nucleophosmin 1 (NPM1), 2 important nucleolar transcription factors. Our study uncovers a critical role of NIR-mediated rDNA transcription in the malignant progression of GBM, indicating that targeting this axis may provide a novel therapeutic strategy for GBM.

Dynamics of the RNA polymerase I TFIIF/TFIIE-like subcomplex: a mini-review.

RNA polymerase I (Pol I) is the most specialized eukaryotic Pol. It is only responsible for the synthesis of pre-ribosomal RNA (rRNA), the precursor of 18S, 5.8S and 28S rRNA, the most abundant cellular RNA types. Aberrant Pol I transcription is observed in a wide variety of cancers and its down-regulation is associated with several genetic disorders. The regulation and mechanism of Pol I transcription is increasing in clarity given the numerous high-resolution Pol I structures that have helped bridge seminal genetic and biochemical findings in the field. Here, we review the multifunctional roles of an important TFIIF- and TFIIE-like subcomplex composed of the Pol I subunits A34.5 and A49 in yeast, and PAF49 and PAF53 in mammals. Recent analyses have revealed a dynamic interplay between this subcomplex at nearly every step of the Pol I transcription cycle in addition to new roles in chromatin traversal and the existence of a new helix-turn-helix (HTH) within the A49/PAF53 linker domain that expands its dynamic functions during the Pol I transcription process.

Abstract 4770: The regulation of pre-ribosomal RNA synthesis by LKB1

Abstract LKB1 is commonly thought of as a tumor suppressor gene, because its hereditary mutation is responsible for a cancer syndrome, and somatic inactivation of LKB1 is found in non-small cell lung cancer, melanoma, and cervical cancers. Unlike other tumor suppressors whose main function is to either suppress cell proliferation or promote cell death, one of the functions of LKB1 is to suppress cell proliferation in order to promote cell survival under energetic stress conditions. We recently discovered that LKB1 promotes pre-ribosomal RNA synthesis under uridine down-regulated condition. The mechanistic basis of this finding is that LKB1 activates TIF-IA-mediated pre-riobosomal RNA synthesis, partly through the control of its cellular localization. Immuno-coprecipitation study revealed that the interaction between TIF-IA and nuclear transportation machinery may be regulated by LKB1. Our finding also has important clinical implication because the suppression of de novo UTP synthesis preferentially promotes apoptosis in LKB1-inactivated cells. This unique, pro-survival function of LKB1 led us to exploit the vulnerability of LKB1-null cells in their defect in sensing intracellular UTP depletion. Such targeted agents represent a novel treatment strategy because they only induce cell killing when LKB1 is absent. Citation Format: Rui Jin, Faken Liu, Xiuju Liu, Henry Huang, Scott C. Wilkinson, Diansheng Zhong, Fadlo R. Khuri, Haian Fu, Adam I. Marcus, Yulong He, Wei Zhou. The regulation of pre-ribosomal RNA synthesis by LKB1. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 4770.

LKB1 promotes cell survival by modulating TIF-IA-mediated pre-ribosomal RNA synthesis under uridine downregulated conditions.

We analyzed the mechanism underlying 5-aminoimidazole-4-carboxamide riboside (AICAR) mediated apoptosis in LKB1-null non-small cell lung cancer (NSCLC) cells. Metabolic profile analysis revealed depletion of the intracellular pyrimidine pool after AICAR treatment, but uridine was the only nucleotide precursor capable of rescuing this apoptosis, suggesting the involvement of RNA metabolism. Because half of RNA transcription in cancer is for pre-ribosomal RNA (rRNA) synthesis, which is suppressed by over 90% after AICAR treatment, we evaluated the role of TIF-IA-mediated rRNA synthesis. While the depletion of TIF-IA by RNAi alone promoted apoptosis in LKB1-null cells, the overexpression of a wild-type or a S636A TIF-IA mutant, but not a S636D mutant, attenuated AICAR-induced apoptosis. In LKB1-null H157 cells, pre-rRNA synthesis was not suppressed by AICAR when wild-type LKB1 was present, and cellular fractionation analysis indicated that TIF-IA quickly accumulated in the nucleus in the presence of a wild-type LKB1 but not a kinase-dead mutant. Furthermore, ectopic expression of LKB1 was capable of attenuating AICAR-induced death in AMPK-null cells. Because LKB1 promotes cell survival by modulating TIF-IA-mediated pre-rRNA synthesis, this discovery suggested that targeted depletion of uridine related metabolites may be exploited in the clinic to eliminate LKB1-null cancer cells.

Nucleolar stress is an early response to myocardial damage involving nucleolar proteins nucleostemin and nucleophosmin

Nucleolar stress, characterized by loss of nucleolar integrity, has not been described in the cardiac context. In addition to ribosome biogenesis, nucleoli are critical for control of cell proliferation and stress responses. Our group previously demonstrated induction of the nucleolar protein nucleostemin (NS) in response to cardiac pathological insult. NS interacts with nucleophosmin (NPM), a marker of nucleolar stress with cytoprotective properties. The dynamic behavior of NS and NPM reveal that nucleolar disruption is an early event associated with stress response in cardiac cells. Rapid translocation of NS and NPM to the nucleoplasm and suppression of new preribosomal RNA synthesis occurs in both neonatal rat cardiomyocytes (NRCM) and cardiac progenitor cells (CPC) upon exposure to doxorubicin or actinomycin D. Silencing of NS significantly increases cell death resulting from doxorubicin treatment in CPC, whereas NPM knockdown alone induces cell death. Overexpression of either NS or NPM significantly decreases caspase 8 activity in cultured cardiomyocytes challenged with doxorubicin. The presence of altered nucleolar structures resulting from myocardial infarction in mice supports the model of nucleolar stress as a general response to pathological injury. Collectively, these findings serve as the initial description of myocardial nucleolar stress and establish the postulate that nucleoli acts as sensors of stress, regulating the cellular response to pathological insults.

Chromatin association and regulation of rDNA transcription by the Ras-family protein RasL11a

RasL11a and RasL11b are Ras super-family proteins of unknown function. Here, we show that RasL11a is a chromatin-associated modulator of pre-ribosomal RNA (pre-rRNA) synthesis. RasL11a was found in the nucleolus of interphase mouse fibroblasts, where it co-localized with the RNA polymerase I-specific transcription factor UBF. Similar to UBF, RasL11a also marked the active subset of rDNA repeats (also called nucleolar organizers, or NORs) on mitotic chromosomes. In cells, RasL11a existed in stable complexes with UBF and, as shown by chromatin immunoprecipitation, distributed along the rDNA transcription unit. Upon treatment of cells with actinomycin D, RasL11a and UBF persisted on the transcription unit beyond the release of RNA polymerase I, and remained co-localized in peri-nucleolar cap structures. Ectopic expression of RasL11a enhanced pre-rRNA levels in cells, whereas RasL11a knockdown had the opposite effect. In transient transfection experiments, RasL11a enhanced the transcriptional activity of an RNA polymerase I-specific reporter controlled by the rDNA enhancer/promoter region. We speculate that RasL11a acts in concert with UBF to facilitate initiation and/or elongation by RNA polymerase I in response to specific upstream stimuli.

Guanine nucleotide depletion inhibits pre-ribosomal RNA synthesis and causes nucleolar disruption

Guanine nucleotide depletion inhibits pre-ribosomal RNA synthesis and causes nucleolar disruption

Guanine nucleotide depletion inhibits pre-ribosomal RNA synthesis and causes nucleolar disruption

Inosine monophosphate dehydrogenase (IMPDH) is a pivotal enzyme in the de novo pathway of guanine nucleotide biosynthesis. Inhibitors of this enzyme decrease intracellular guanine nucleotide levels by 50–80% and have potential as anti-neoplastic agents. Both mycophenolic acid (MPA) and AVN-944 are highly specific inhibitors of IMPDH that cause cell cycle arrest or apoptosis in lymphocytes and leukemic cell lines. We have examined the mechanisms by which these two agents cause cytotoxicity. Both MPA and AVN-944 inhibit the growth of K562 cells, and induce apoptosis in Raji B and CCRF-CEM T cells. Both compounds strikingly inhibit RNA synthesis within 2 h of exposure. Depletion of guanine nucleotides by MPA and AVN-944 also causes an early and near-complete reduction in levels of the 45S precursor rRNA synthesis and the concomitant translocation of nucleolar proteins including nucleolin, nucleophosmin, and nucleostemin from the nucleolus to the nucleoplasm. This efflux correlates temporally with the sustained induction of p53 in cell lines with wild-type p53. We conclude that inhibition of IMPDH causes a primary reduction in rRNA synthesis and secondary nucleolar disruption and efflux of nucleolar proteins that most likely mediate cell cycle arrest or apoptosis. The ability of AVN-944 to induce apoptosis in a number of leukemic cell lines supports its potential utility in the treatment of hematologic malignancies.

Base pairing between U3 and the pre-ribosomal RNA is required for 18S rRNA synthesis.

The nucleolus, the site of pre-ribosomal RNA (pre-rRNA) synthesis and processing in eukaryotic cells, contains a number of small nucleolar RNAs (snoRNAs). Yeast U3 snoRNA is required for the processing of 18S rRNA from larger precursors and contains a region complementary to the pre-rRNA. Substitution mutations in the pre-rRNA which disrupt this base pairing potential are lethal and prevent synthesis of 18S rRNA. These mutant pre-rRNAs show defects in processing which closely resemble the effects of genetic depletion of components of the U3 snoRNP. Co-expression of U3 snoRNAs which carry compensatory mutations allows the mutant pre-rRNAs to support viability and synthesize 18S rRNA at high levels. Pre-rRNA processing steps which are blocked by the external transcribed spacer region mutations are largely restored by expression of the compensatory U3 mutants. Pre-rRNA processing therefore requires direct base pairing between snoRNA and the substrate. Base pairing with the substrate is thus a common feature of small RNAs involved in mRNA and rRNA maturation.

Nuclear fos domains in transcriptionally activated supraoptic nucleus neurons

This study has analysed by light and electron microscopy immunolocalization the nuclear pattern of distribution of Fos-related proteins in supraotic neurons. Two experimental models of transcriptional activation have been used: sustained, global transcriptional activation, at relatively near physiological conditions, by six days of chronic intermittent salt loading; and superinduction of c-fos gene by this salt loading regime plus cycloheximide treatment for 4 h. In the first condition, the ultrastructural analysis showed a distribution of Fos-like immunoreactivity on the reticular network of dispersed chromatin that extends between the nucleolar surface and the nuclear envelope, whereas the Fos-negative adjacent interchromatin spaces appeared rich in interchromatin granules by using a cytochemical staining for ribonucleoproteins. The nucleolus associated heterochromatin, fibrillar centers of the nucleolus and coiled bodies were free of immunoreactivity. This immunoelectron pattern seems to indicate that active genes containing activator protein-1 and cyclic AMP response element recognition sites are extensively distributed in euchromatin regions and suggests that the Fos-positive nuclear domains correspond to the actively transcribing chromatin regions, at least in supraoptic neurons. It also suggests that these Fos-positive transcription domains are complementary to adjacent ribonucleoprotein-rich interchromatin spaces which are involved in the processing and splicing of pre-messenger RNA. Moreover, the absence of immunoreactivity on the flbrillar centers, the sites of pre-ribosomal RNA synthesis, suggests that the Fos protein complexes are not involved in regulating the expression of ribosomal RNA genes. Following superinduction of c-fos gene by osmotic stimulation plus cycloheximide treatment, a conspicuous Fos-like immunoreactivity was detected in dispersed chromatin regions, whereas the heterochromatin masses, nucleoli and coiled bodies showed no immunoreaction. Moreover, this treatment induced the formation of nuclear “dense bodies” of a fibrillar nature which were free of immunolabelling. Since Fos proteins are known to be short-lived, the expression of these nuclear constituents, under conditions of protein synthesis inhibition induced by the cycloheximide, suggests the stabilization of chromatin-bound Fos complexes or, alternatively, a preferential synthesis of Fos proteins.

The Ag-NOR proteins and transcription and duplication of ribosomal genes in mammalian cell nucleoli

The relationship between the Ag-NOR (silver-stained Nucleolar Organizer Region) proteins and the functional-structural organization of the nucleolar ribosomal chromatin was studied in regenerating and cortisol-stimulated rat hepatocytes. Statistical analysis of Ag-NOR proteins, carried out with an automated image analyzer, indicated that in regenerating rat hepatocytes the quantity of Ag-NOR proteins mainly increased between the 4th and 12th h of regeneration, reaching a level twice that of resting hepatocytes. Also the synthesis of pre-ribosomal RNA (pre-rRNA) was stimulated after the 4th h of regeneration. Cycloheximide administered to rats at a dose of 0.025 mg/100 g body weight (bw) prevented any increase in Ag-NOR proteins but did not hinder the stimulation of pre-rRNA synthesis. In 8 h cortisol-stimulated hepatocytes no significant change in amount of Ag-NOR protein was observed whereas pre-rRNA synthesis was highly increased as in 12 h regenerating hepatocytes. These results indicated that in rat hepatocytes Ag-NOR proteins and stimulation of pre-rRNA synthesis are not related. The relationship between the Ag-NOR proteins and the distribution of the completely extended intranucleolar ribosomal chromatin was also studied in regenerating rat hepatocytes. At 12 h after partial hepatectomy an increased amount of completely extended ribosomal chromatin was observed, contemporaneously with an increased quantity of Ag-NOR proteins. These ribosomal chromatin changes preceded the beginning of DNA synthesis and were prevented by cycloheximide-induced inhibition of protein synthesis.

Effects of anti-C23 (Nucleolin) antibody on transcription of ribosomal DNA in Chironomus salivary gland cells

Protein C23 (also called nucleolin or 100-kDa nucleolar protein) is a major nucleolar phosphoprotein involved in ribosome biogenesis. To determine the effects of protein C23 on preribosomal RNA (pre-rRNA) synthesis anti-C23 antiserum was microinjected into nuclei of Chironomus tentans salivary glands. Transcription was measured by incubation of the glands with 32P-labeled RNA precorsors followed by microdissection of nucleoli, RNA extraction, and electrophoretic analyses. Injection of the anti-C23 antibody caused a 2- to 3.5-fold stimulation of 32P incorporation into 38S pre-rRNA. No stimulation was observed in salivary glands injected with preimmune serum or antiserum preabsorbed with protein C23. The stimulatory effect was selective for pre-rRNA as indicated by the lack of stimulation of 32P incorporation into extranucleolar RNA. Injection of the antiserum produced little or no effect on pre-RNA processing as measured by the relative amounts of 32P-labeled intermediate cleavage products of pre-rRNA in stimulated versus control glands. When protein extracts of Chironomus tentans salivary gland nuclei were probed on Western blots with anti-C23 antibody the predominant cross-reacting species was a 110-kDa polypeptide which had an electrophoretic mobility similar to that of protein C23. These results suggest that protein C23 not only is involved in ribosome assembly but also plays a role in regulating the transcription of the preribosomal RNA.

Microinjection of anti-topoisomerase I immunoglobulin G into nuclei of Chironomus tentans salivary gland cells leads to blockage of transcription elongation.

Purified anti-topoisomerase I immunoglobulin G (IgG) was microinjected into nuclei of Chironomus tentans salivary gland cells, and the effect on DNA transcription was investigated. Synthesis of nucleolar preribosomal 38S RNA by RNA polymerase I and of chromosomal Balbiani ring RNA by RNA polymerase II was inhibited by about 80%. The inhibitory action of anti-topoisomerase I IgG could be reversed by the addition of exogenous topoisomerase I. Anti-topoisomerase I IgG had less effect on RNA polymerase II-promoted activity of other less efficiently transcribing heterogeneous nuclear RNA genes. The pattern of inhibition of growing nascent Balbiani ring chains indicated that the transcriptional process was interrupted at the level of chain elongation. The highly decondensed state of active Balbiani ring chromatin, however, remained unaffected after injection of topoisomerase I antibodies. These data are consistent with the interpretation that topoisomerase I is an essential component in the transcriptional process but not in the maintenance of the decondensed state of active chromatin.

Microinjection of Anti-Topoisomerase I Immunoglobulin G Into Nuclei of Chironomus Tentans Salivary Gland Cells Leads tO Blockage of Transcription Elongation

Purified anti-topoisomerase I immunoglobulin G (IgG) was microinjected into nuclei of Chironomus tentans salivary gland cells, and the effect on DNA transcription was investigated. Synthesis of nucleolar preribosomal 38S RNA by RNA polymerase I and of chromosomal Balbiani ring RNA by RNA polymerase II was inhibited by about 80%. The inhibitory action of anti-topoisomerase I IgG could be reversed by the addition of exogenous topoisomerase I. Anti-topoisomerase I IgG had less effect on RNA polymerase II-promoted activity of other less efficiently transcribing heterogeneous nuclear RNA genes. The pattern of inhibition of growing nascent Balbiani ring chains indicated that the transcriptional process was interrupted at the level of chain elongation. The highly decondensed state of active Balbiani ring chromatin, however, remained unaffected after injection of topoisomerase I antibodies. These data are consistent with the interpretation that topoisomerase I is an essential component in the transcriptional process but not in the maintenance of the decondensed state of active chromatin.

Interrelations between the maturation of a 100 kDa nucleolar protein and pre rRNA synthesis in CHO cells.

The synthesis of preribosomal RNA is inhibited "in vivo" and "in vitro" by the protease inhibitor leupeptin. "In vivo" leupeptin decreases by 74% the incorporation of labeled uridine into 45S pre rRNA while the synthesis of other RNA species is only slightly decreased. "In vitro", the elongation of already initiated pre rRNA chains that is achieved by incubation of isolated nucleoli is blocked by leupeptin. On the other hand, "in vitro" leupeptin has no direct effect on RNA polymerase I, tested in a nonspecific transcriptional system with Calf thymus DNA as template and in run off experiments with a cloned DNA containing the initiation site of the rDNA gene. A 100 kDa nucleolar protein which has been shown to be endoproteolytic cleaved "in vivo" (1) acts as an inhibitor of rDNA transcription in presence of leupeptin but produces little effect on the nonspecific transcription. In absence of the drug, the 100 kDa protein is processed in specific peptides which appeared to be similar to the "in vivo" maturation products. The possible role of the 100 kDa maturation process in the regulation of rDNA transcription is discussed.

Number of transcribing RNA polymerase molecules and polyribonucleotide elongation rates in regenerating rat liver. Effect of cycloheximide treatment

Increased labelling of UMP internal residues is more marked in form I — than in form II — promoted RNA synthesis by regenerating liver nuclei in vitro and only form I RNA polymerase seems to enhance labelling of uridine in the 3′-termini. Increase in the number of transcribing polymerase I molecules and of their elongation rate is responsible for the activation of RNA synthesis — which affects essentially pre-ribosomal RNA synthesis — in regenerating livers. Pre-treatment of the rats with cycloheximide, at a dose which suppresses protein synthesis but not RNA synthesis in normal rats, prevents both effects and therefore the increase in RNA synthesis in regenerating liver.

Nucleolar Ultrastructure in Psoriatic Skin Lesions

Keratinocytes in psoriatic skin lesions were studied to provide more information on the nucleolar ultrastructure in these cells. In contrast to normal keratinocytes, nucleoli in the keratinocytes of the uppermost layer of stratum granulosum (intermedium) of psoriatic lesions were characterized by the absence of the segregation of nucleolar components. In addition, the keratinocytes without keratohyalin of the uppermost layer of stratum intermedium of psoriatic lesions did not contain degranulated nucleoli. Such observations indicate an alteration of the maturation processes in the keratinocytes of the psoriatic skin lesions and the characteristic nucleolar changes apparently represent the morphological expression of the altered inhibition of the nucleolar (preribosomal) RNA synthesis.

Morphology of nuclear ribonucleoproteins in the early period of liver regeneration after irradiation.

Cytochemical study of hepatocytes nuclei of the liver irradiated with a dose of 650 rad and irradiated after partial hepatectomy was performed. Morphological exponents of the intensive synthesis of preribosomal RNA in the nucleolus, as well as the transcription of heterogeneous RNA contained in perichromatin fibrils were revealed under the ionizing radiation effect. The behavior of perichromatin granules in the course of the experiment suggests delay in the transport of messenger RNA to cytoplasm, influenced by gamma radiation. Nuclear bodies were observed very often in nuclei of hepatocytes of irradiated animals.

Mammalian cells do not have a stringent response

A key attribute of the stringent response of bacteria is the rapid inhibition of ribosomal RNA synthesis mediated by unusual nucleotides in respnse to uncharged tRNA. The question as to whether mammalian cells show a stringent response analogous to that of bacteria was critically tested by the effective rapid amino acid starvation of both normal and transformed cells. Rapid starvation giving a high proportion of uncharged tRNA for leucine was produced within 7 minutes of expression of a nonleaky ts leucyl tRNA synthetase mutation in transformed CHO cells (tsH1) and in its normal growth control revertant (L-73). To control for the effect of temperature alone, ts revertants of tsH1 and L-73 were included in the study, and to control for effects due simply to the inhibition of protein synthesis, the translational elongation inhibitor cycloheximide was used. In addition, rapid starvation for histidine was effected by incubation of both the CHO cell lines and of freshly explanted normal Chinese hamster embryo fibroblasts in histidine-free medium containing high concentrations of histidinol. The rate of preribosomal RNA synthesis and the extent of its maturation to mature rRNA was measured using (3H-methyl) methionine as a donor of methyl groups during synthesis and methylation of pre-rRNA. There was no effect on pre-rRNA synthesis of the rapid generation of uncharged tRNA for 45 minutes for any of the cell types tested. A nonspecific inhibition of maturation of 18S rRNA and late (3 hour) inhibition of pre-rRNA synthesis was observed, but could be mimicked by the inhibition of protein synthesis to comparable levels with cycloheximide. Less severe amino acid starvation resulting in a more physiological inhibition of protein synthesis to 30% also had no specific effect on pre-rRNA synthesis and maturation. Intracellular nucleotide pools were also examined for the appearance of unusual nucleotides such as guanosine tetraphosphate or pentaphosphate and for changes in the levels of normal nucleotides after severe amino acid starvation. No such changes could be detected. We conclude that although mammalian cells may have some biochemical reactions which respond to uncharged tRNA, they do not possess a macromolecular control system analogous to the stringent response of bacteria.