Resistance prediction in AML: analysis of 4601 patients from MRC/NCRI, HOVON/SAKK, SWOG and MD Anderson Cancer Center

Therapeutic resistance remains the principal problem in acute myeloid leukemia (AML). We used area under receiver-operating characteristic curves (AUCs) to quantify our ability to predict therapeutic resistance in individual patients, where AUC=1.0 denotes perfect prediction and AUC=0.5 denotes a coin flip, using data from 4601 patients with newly diagnosed AML given induction therapy with 3+7 or more intense standard regimens in UK Medical Research Council/National Cancer Research Institute, Dutch–Belgian Cooperative Trial Group for Hematology/Oncology/Swiss Group for Clinical Cancer Research, US cooperative group SWOG and MD Anderson Cancer Center studies. Age, performance status, white blood cell count, secondary disease, cytogenetic risk and FLT3-ITD/NPM1 mutation status were each independently associated with failure to achieve complete remission despite no early death (‘primary refractoriness’). However, the AUC of a bootstrap-corrected multivariable model predicting this outcome was only 0.78, indicating only fair predictive ability. Removal of FLT3-ITD and NPM1 information only slightly decreased the AUC (0.76). Prediction of resistance, defined as primary refractoriness or short relapse-free survival, was even more difficult. Our limited ability to forecast resistance based on routinely available pretreatment covariates provides a rationale for continued randomization between standard and new therapies and supports further examination of genetic and posttreatment data to optimize resistance prediction in AML.

Oxidized bases in the ribosome's peptidyl transferase center and their effects on translation

The ribosome is central to protein biosynthesis and the focus of extensive research. Recent biochemical and structural studies, especially detailed crystal structures and high resolution Cryo-EM in different functional states have broadened our understanding of the ribosome and its mode of action. However, the exact mechanism of peptide bond formation and how the ribosome catalyzes this reaction is not yet understood. Also, consequences of direct oxidative stress to the ribosome and its effects on translation have not been studied. So far, no conventional replacement or even removal of the peptidyl transferase center's bases has been able to affect in vitro translation. Significant contribution to the catalytic activity seems to stem from the ribose-phosphate backbone, specifically 2'OH of A2451. Using the technique of atomic mutagenesis, novel unnatural bases can be introduced to any desired position in the 23S rRNA, surpassing conventional mutagenesis and effectively enabling to alter single atoms in the ribosome. Reconstituting ribosomes in vitro using this approach, we replaced universally conserved PTC bases with synthetic counterparts carrying the most common oxidations 8-oxorA, 5-HOrU and 5-HOrC. To investigate the consequent effects on translation, the chemically engineered ribosomes were studied the in various functional assays. Incorporation of different oxidized bases into the 70S ribosome affected the ribosomes in different ways. Depending on the nucleobase modified, the reconstituted ribosomes exhibited radical deceleration of peptide bond formation, decrease of synthesis efficiency or even an increase of translation rate. These results may further our understanding of the residues involved in the peptide bond formation mechanism, as well as the disease-relevant effects of oxydative stress on the translation machinery.

Oxidized bases in the ribosome's peptidyl transferase center and their effects on translation

The ribosome is central to protein biosynthesis and the focus of extensive research. Recent biochemical and structural studies, especially detailed crystal structures and high resolution Cryo-EM in different functional states have broadened our understanding of the ribosome and its mode of action. However, the exact mechanism of peptide bond formation and how the ribosome catalyzes this reaction is not yet understood. Also, consequences of direct oxidative stress to the ribosome and its effects on translation have not been studied. So far, no conventional replacement or even removal of the peptidyl transferase center's bases has been able to affect in vitro translation. Significant contribution to the catalytic activity seems to stem from the ribose-phosphate backbone, specifically 2'OH of A2451. Using the technique of atomic mutagenesis, novel unnatural bases can be introduced to any desired position in the 23S rRNA, surpassing conventional mutagenesis and effectively enabling to alter single atoms in the ribosome. Reconstituting ribosomes in vitro using this approach, we replaced universally conserved PTC bases with synthetic counterparts carrying the most common oxidations 8-oxorA, 5-HOrU and 5-HOrC. To investigate the consequent effects on translation, the chemically engineered ribosomes were studied the in various functional assays. Incorporation of different oxidized bases into the 70S ribosome affected the ribosomes in different ways. Depending on the nucleobase modified, the reconstituted ribosomes exhibited radical deceleration of peptide bond formation, decrease of synthesis efficiency or even an increase of translation rate. These results may further our understanding of the residues involved in the peptide bond formation mechanism, as well as the disease-relevant effects of oxydative stress on the translation machinery.

STUDIES OF DISULFOTON TOLERANCE IN RATS

Disulfoton (O,O, diethyl S-2-(ethylthio)ethyl phosphorodithioate) and other organophosphorus ester compounds are insecticides which inhibit acetylcholinesterase. Chemicals of this class cause signs of toxicity in mammals which are referable to acculmulation of acetylcholine at neuroeffector sites. A tolerance to this toxic action can be induced in experimental animals by giving multiple, sublethal doses of the compounds. There is strong evidence that disulfoton tolerance occurs because of a reduction in the sensitivity of tissues in the affected animals to acetylcholine.^ Experiments were designed to test the possibility that a decrease in the number of muscarinic cholinergic receptors could be downmodulating the sensitivity of tissues to acetylcholine. It was found that, concomitant with the onset of disulfoton tolerance, there was a decrease relative to control values in the specific binding of {('3)H} quinuclidinyl benzilate ({('3)H}QNB, a compound which selectively labels muscarinic cholinergic receptors) to homogenates of rat brain and ileal muscle. The decrease in {('3)H}QNB binding was due to a reduction in the density of muscarinic receptors. There was, however, no alteration in the binding of {('3)H} QNB, or the muscarinic agonists {('3)H} oxotremorine-M and oxotremorine to atria from disulfoton-tolerant rats. The possibility that cardiac tissue was not subsensitive to cholinergic agonists was ruled out in experiments testing the effect of the muscarinic agonist carbachol on heart rate in vivo, and the negative chronotropic effect of oxotremorine on atria from disulfoton-tolerant rats: a clear reduction in the sensitivity to cholinergic agonists was seen in each case. It was, therefore concluded that the specificity and temporal correlation of {('3)H}QNB binding decreases suggested that the loss of muscarinic receptors might play a role in modulating the sensitivity of several tissues to acetylcholine, but that other mechanisms also contribute to the tolerance phenomenon.^ Other experiments revealed that disulfoton tolerance, as measured by resistance to the lethal effects of carbachol, could be induced by feeding rats low levels of the organophosphorus ester in the diet. The concentration of disulfoton used inhibited acetylcholinesterase, but not to the extent that overt signs of toxicity were observed. These results suggested that tolerance to organophosphorus ester insecticides could be induced in rodents with a dosing scheme which more closely modeled the sort of low level exposures which would be expected in humans environmentally or occupationally in contact with these compounds. ^

STUDIES ON THE BIOLOGICAL ACTIVITY OF MACROMOLECULES MICROINJECTED INTO MAMMALIAN SOMATIC CELLS

Red Blood cell mediated and glass needle mediated microinjection technology was used to introduce macromolecules into mammalian somatic cells. The biological activities of DNA synthesis inducing factor(s) (Chapter 1), mitotic factor(s) (Chapter 2), and DNA coding for ovalbumin and thymidine kinase (Chapter 3) were studied following injection into mammalian somatic cells.^ Chapter 1. A cell undergoing DNA replication (S phase) contains a factor(s) that induces DNA synthesis prematurely in a G(,1) nucleus when an S phase cell is fused to a G(,1) cell. An assay for the active factor(s) was developed in which a mixture of s phase extract loaded red blood cells (RBC) and synchronous G(,1) HeLa cells was centrifuged onto Concanavalin A (Con A) treated coverslips and fused by PEG. This technique is called "Centrifusion". The synchronous G(,1) HeLa cells injected with S phase extract initiated DNA synthesis earlier than the control G(,1) cells mock injected with RBC loaded with buffer.^ Chapter 2. It has been demonstrated that fusion between a mitotic and an interphase cell usually leads to breakdown of the interphase nucleus, followed by condensation of the interphase chromatin into discrete chromosomes, a process termed premature chromosome condensation. I wanted to develop an assay for the mitotic factor(s) that induces premature chromosome condensation. Experiments were performed utilizing glass needle mediated microinjection of HeLa cell mitotic extract into interphase somatic mammalian cells in an attempt to induce premature chromosome condensation. However, I was not able to induce premature chromosome condensation in the interphase cells, probably because of an inability to introduce sufficient mitotic factor(s) into the cells.^ Chapter 3. A recombinant plasmid containing the chicken ovalbumin gene and three copies of the Herpes thymidine Kinase gene (pOV12-TK) was introduced into mouse LMTK('-) cell nuclei using glass needle mediated gene transfer resulting in LMTK('+) clones that were selected for in HAT medium. Restriction enzyme analysis of the high molecular weight DNA from 6 HAT medium survivor cell clones revealed the presence of one or at best only a few copies of the 12kb ovalbumin gene per mouse genome. Further analysis showed the ovalbumin DNA was not rearranged and was associated with high molecular weight mouse cell DNA. Each of the analyzed cell clones produced ovalbumin demonstrating that the biological activity of the microinjected ovalbumin was retained. ^

CYTOLOGICAL, ULTRASTRUCTURAL, AND BIOCHEMICAL STUDIES OF THE STRUCTURE OF PREMATURELY CONDENSED CHROMOSOMES

The phenomenon of premature chromosome condensation, resulting from fusion between mitotic and interphase cells, includes dissolution of the interphase nuclear framework, thus allowing a direct visualization of interphase chromosomes. Light microscope morphology of prematurely condensed chromosomes (PCC) from synchronized HeLa cells supports the model of an interphase "chromosome condensation cycle". PCC are increasingly attenuated as cells progress through G(,1). A maximum degree of decondensation is observed at active sites of DNA replication during S phase, and a condensed morphology is rapidly resumed following completion of replication of a chromosome segment.^ To permit ultrastructural and biochemical studies of PCC, a procedure was developed to induce premature chromosome condensation at high frequency. This was achieved by polyethylene glycol (PEG)-mediated fusion of a dense monolayer of mitotic and interphase cells induced by centrifugation onto lectin-coated culture dishes. Using this method, PCC induction frequencies of 60-90% are routinely obtained.^ Scanning electron microscope analysis of PCC spreads revealed that the extension of PCC during progression through G(,1) is accompanied by a transition of the basic 30 nm chromatin fiber from tightly packed looping fibers to extended longitudinal fibers. Sites of active DNA replication is S-PCC were indicated to be organized a single longitudinal fibers. Following replication of a chromosome segment, a rapid reorganization from the extended longitudinal fiber to packed looping fibers occurs. The postreplication maturation process appears to include the assembly of a chromosome core consisting of multiple longitudinal fibers.^ The role of histone H1 phosphorylation in PCC formation was investigated by acidurea polyacrylamide gel electrophoresis of total histone extracted from metaphase chromosomes and PCC following high frequency fusion. This investigation failed to demonstrate an extensive phosphorylation of H1 associated with PCC formation. However, significant dephosphorylation of superphosphorylated metaphase chromosome H1 was observed, indicating that interphase H1-phosphatase activity is dominant over metaphase H1 kinase activity. These observations provide evidence against models suggesting a role for H1 superphosphorylation in triggering mitotic condensation of chromosomes. ^

STUDIES ON THE MECHANISM OF ASSEMBLY OF MURINE LEUKEMIA VIRUS

The purpose of this research was to elucidate the mechanism of assembly of retroviruses, specifically of murine leukemia virus, as studied through the treatment of virus-infected cells with interferon and through the use of temperature sensitive (ts) mutants. Our studies have shown a rapid and specific association of Rauscher murine leukemia virus (R-MuLV) precursor polyprotein Pr65('gag) with cytoskeletal elements in infected mouse fibroblasts. The Pr65('gag) associated with Nonidet P-40 (NP40)-insoluble cytoskeletal structures appeared to be subphosphorylated in comparison to NP40-soluble Pr65('gag). The association of Pr65('gag) with skeletal elements could be disrupted by extraction of the cytoskeleton with sodium deoxycholate, an ionic detergent. Both the skeleton-associated Pr65('gag) and its NP40-soluble counterpart were labeled with {('3)H}-palmitate, indicating their probable association with lipids presumably in the plasma membrane. Pr65('gag) molecules bound to skeletal elements in the infected cell appeared to be more stable to proteolytic processing than NP40-soluble Pr65('gag). Our studies with certain ts mutants of murine leukemia virus, defective in virus assembly, including Mo-MuLV ts3 and R-MuLV ts17, ts24, ts25 and ts26, have shown that virions released at 39(DEGREES)C (nonpermissive temperature) had high levels of uncleaved Pr65('gag) relative to that seen in virions released at 33(DEGREES)C (permissive temperature). Examination of cell extracts revealed that Pr54('gag) was more stable to processing at 39(DEGREES)C than at 33(DEGREES)C, whereas the 'env' and glycosylated 'gag' proteins were processed to the same extent at both temperatures. Detergent extraction of pulse-labeled cells to generate an NP40-insoluble cytoskeleton-enriched fraction showed that in ts3-, ts17- and ts24-infected cells, Pr65('gag) accumulated in the cytoskeleton-enriched fraction. In contrast, cells infected with ts25 or ts26 showed no preferential localization of Pr65('gag) in the cytoskeleton in a short pulse, but instead, Pr65('gag) accumulated in both the NP40-soluble and -insoluble fractions during a chase-incubation. The association of Pr65('gag) with cytoskeletal elements in the cell was neither increased nor decreased by blocking virus assembly and release with interferon. Based on these and other results, we have proposed a model for the active role of cytoskeleton-associated Pr65('gag) in retrovirus assembly.^

STUDIES INTO THE MOLECULAR MECHANISMS REGULATING MUSCULAR ATROPHY RESULTING FROM HINDLIMB IMMOBILIZATION IN THE RAT (PROTEIN, SYNTHESIS, RNA)

The purpose of the work performed in this dissertation was to examine some of the possible regulatory mechanisms involved in the initiation of muscular atrophy during periods of decreased muscle utilization resulting from hindlimb immobilization in the rat. A 37% decrease in the rate of total muscle protein synthesis which has been observed to occur in the first 6 h of immobilization contributes significantly to the observed loss of protein during immobilization.^ The rates of cytochrome c and actin synthesis were determined in adult rat red vastus lateralis and gastrocnemius muscles, respectively, by the constant infusion and incorporation of ('3)H-tyrosine into protein. The fractional synthesis rates of both actin and cytochrome c were significantly decreased (P < 0.05) in the 6th h of hindlimb immobilization.^ RHA was extracted from adult rat gastrocnemius muscle by modification of the phenol: chloroform: SDS extraction procedures commonly used for preparation of RNA for hybridization analysis from other mammalian tissues. RNA content of rat gastrocnemius muscle, as determined by this method of extraction and its subsequent quantification by UV absorbance and orcinol assay, was significantly greater than the RNA content previously determined for adult rat gastrocnemius by other commonly employed methods.^ RNA extracted by this method from gastrocnemius muscles of control and 6h immobilized rats was subjected to "dot blot" hybridization to ('32)P-labelled probe from plasmid p749, containing a cDNA sequence complementary to (alpha)-actin mRNA and from rat skeletal muscle. (alpha)-Actin specific mRNA content as estimated by this procedure is not significantly decreased in rat gastrocnemius following 6h or hindlimb immobilization. However, (alpha)-actin specific mRNA content is significantly decreased (P < 0.05) in adult rat gastrocnemius (alpha)-actin specific mRNA is not decreased in adult rat gastrocnemius muscle following 6h of immobilization, a time when actin synthesis is significantly decreased, it is concluded that a change in (alpha)-actin specific mRNA content is not the initiating event responsible for the early decrease in actin synthesis observed in the 6th h of immobilization. ^

STUDIES ON THE PHOSPHORYLATION OF TYROSINE HYDROXYLASE

Tyrosine hydroxylase (E.C. 1.14.16.2, L-tyrosine tetrahydropteridine:oxygen oxidoreductase, 3-hydroxylating), is the initial and rate limiting enzyme in the biosynthetic pathway of catecholamine production. The mechanism by which the activity of tyrosine hydroxylase is altered in response to excitation of adrenergic cells has been suggested to be a covalent modification of the enzyme. A variety of evidence suggests that the stimulus-induced modification of tyrosine hydroxylase responsible for activating the enzyme is an increased phosphorylation of the enzyme. Tyrosine hydroxylase has been shown to be phosphoprotein in situ and undergoes changes in its state of phosphorylation upon stimulation of the adrenergic tissue. Further, in vitro phosphorylation of tyrosine hydroxylase increases the activity of the enzyme in a manner kinetically similar to the changes observed in the enzyme after stimulation of the intact adrenergic tissue. Thus, the covalent modification of tyrosine hydroxylase by reversible phosphorylation appears to provide a rapid and sensitive mechanism of coupling the activity of the enzyme to the excitation process. The mechanism by which the adrenergic cell mediates the depolarization-dependent phosphorylation and activation of tyrosine hydroxylase is controversial. The most accepted working model suggests that the cAMP-dependent protein kinase mediates this process, however a variety of data are inconsistent with this hypothesis.^ This dissertation attempts to identify the protein kinase(s) responsible for mediating the stimulus-dependent phosphorylation of tyrosine hydroxylase in purified, isolated bovine adrenal chromaffin cells. These studies address this question by first identifying the protein kinase activities in the chromaffin cells which can phosphorylate tyrosine hydroxylase and subsequently, evaluating the possibility that these protein kinases mediate the stimulus-dependent phosphorylation of the enzyme by tryptic peptide mapping. The maps of tyrosine hydroxylase phosphorylated by these protein kinase activities were compared with that of tyrosine hydroxylase phosphorylated in situ. The outcome of these studies have been the identification of three protein kinase activities in the chromaffin cells which can phosphorylate tyrosine hydroxylase in vitro, and the determination that one, a calcium-, calmodulin-dependent protein kinase, is capable of accounting for the pattern of phosphate incorporation into tyrosine hydroxylase observed in situ. The results of these experiments suggest that the depolarization-dependent activation of tyrosine hydroxylase in adrenal chromaffin cells may be mediated by the activation of a calcium-, calmodulin-dependent protein kinase by the influx of calcium into the cells and the subsequent phosphorylation of tyrosine hydroxylase by this enzyme.^