Data Science Enables the Development of a New Class of Chiral Phosphoric Acid Catalysts.

The widespread success of BINOL-chiral phosphoric acids (CPAs) has led to the development of several high molecular weight, sterically encumbered variants. Herein, we disclose an alternative, minimalistic chiral phosphoric acid backbone incorporating only a single instance of point chirality. Data science techniques were used to select a diverse training set of catalysts, which were benchmarked against the transfer hydrogenation of an 8-aminoquinoline. Using a univariate classification algorithm and multivariate linear regression, key catalyst features necessary for high levels of selectivity were deconvoluted, revealing a simple catalyst model capable of predicting selectivity for out-of-set catalysts. This workflow enabled extrapolation to a catalyst providing higher selectivity than both reported peptide-type and BINOL-type catalysts (up to 95:5 er). These techniques were then successfully applied towards two additional transforms. Taken together, these examples illustrate the power of combining rational design with data science (ab initio) to efficiently explore reactivity during catalyst development.

Redirected nuclear glutamate dehydrogenase supplies Tet3 with α-ketoglutarate in neurons.

Tet3 is the main α-ketoglutarate (αKG)-dependent dioxygenase in neurons that converts 5-methyl-dC into 5-hydroxymethyl-dC and further on to 5-formyl- and 5-carboxy-dC. Neurons possess high levels of 5-hydroxymethyl-dC that further increase during neural activity to establish transcriptional plasticity required for learning and memory functions. How αKG, which is mainly generated in mitochondria as an intermediate of the tricarboxylic acid cycle, is made available in the nucleus has remained an unresolved question in the connection between metabolism and epigenetics. We show that in neurons the mitochondrial enzyme glutamate dehydrogenase, which converts glutamate into αKG in an NAD+-dependent manner, is redirected to the nucleus by the αKG-consumer protein Tet3, suggesting on-site production of αKG. Further, glutamate dehydrogenase has a stimulatory effect on Tet3 demethylation activity in neurons, and neuronal activation increases the levels of αKG. Overall, the glutamate dehydrogenase-Tet3 interaction might have a role in epigenetic changes during neural plasticity.

Active turnover of genomic methylcytosine in pluripotent cells.

Epigenetic plasticity underpins cell potency, but the extent to which active turnover of DNA methylation contributes to such plasticity is not known, and the underlying pathways are poorly understood. Here we use metabolic labeling with stable isotopes and mass spectrometry to quantitatively address the global turnover of genomic 5-methyl-2'-deoxycytidine (mdC), 5-hydroxymethyl-2'-deoxycytidine (hmdC) and 5-formyl-2'-deoxycytidine (fdC) across mouse pluripotent cell states. High rates of mdC/hmdC oxidation and fdC turnover characterize a formative-like pluripotent state. In primed pluripotent cells, the global mdC turnover rate is about 3-6% faster than can be explained by passive dilution through DNA synthesis. While this active component is largely dependent on ten-eleven translocation (Tet)-mediated mdC oxidation, we unveil additional oxidation-independent mdC turnover, possibly through DNA repair. This process accelerates upon acquisition of primed pluripotency and returns to low levels in lineage-committed cells. Thus, in pluripotent cells, active mdC turnover involves both mdC oxidation-dependent and oxidation-independent processes.

5-Formylcytosine to cytosine conversion by C-C bond cleavage in vivo.

Tet enzymes oxidize 5-methyl-deoxycytidine (mdC) to 5-hydroxymethyl-dC (hmdC), 5-formyl-dC (fdC) and 5-carboxy-dC (cadC) in DNA. It was proposed that fdC and cadC deformylate and decarboxylate, respectively, to dC over the course of an active demethylation process. This would re-install canonical dC bases at previously methylated sites. However, whether such direct C-C bond cleavage reactions at fdC and cadC occur in vivo remains an unanswered question. Here we report the incorporation of synthetic isotope- and (R)-2'-fluorine-labeled dC and fdC derivatives into the genome of cultured mammalian cells. Following the fate of these probe molecules using UHPLC-MS/MS provided quantitative data about the formed reaction products. The data show that the labeled fdC probe is efficiently converted into the corresponding labeled dC, most likely after its incorporation into the genome. Therefore, we conclude that fdC undergoes C-C bond cleavage in stem cells, leading to the direct re-installation of unmodified dC.

5-Formyl- and 5-Carboxydeoxycytidines Do Not Cause Accumulation of Harmful Repair Intermediates in Stem Cells.

5-Formyl-dC (fdC) and 5-carboxy-dC (cadC) are newly discovered bases in the mammalian genome that are supposed to be substrates for base excision repair (BER) in the framework of active demethylation. The bases are recognized by the monofunctional thymine DNA glycosylase (Tdg), which cleaves the glycosidic bond of the bases to give potentially harmful abasic sites (AP-sites). Because of the turnover of fdC and cadC during cell state transitions, it is an open question to what extent such harmful AP-sites may accumulate during these processes. Here, we report the development of a new reagent that in combination with mass spectrometry (MS) allows us to quantify the levels of AP-sites. This combination also allowed the quantification of ß-elimination (ßE) products, which are repair intermediates of bifunctional DNA glycosylases. In combination with feeding of isotopically labeled nucleosides, we were able to trace the intermediates back to their original nucleobases. We show that, while the steady-state levels of fdC and cadC are substantially increased in Tdg-deficient cells, those of both AP- and ßE-sites are unaltered. The levels of the detected BER intermediates are 1 and 2 orders of magnitude lower than those of cadC and fdC, respectively. Thus, neither the presence of fdC nor that of cadC in stem cells leads to the accumulation of harmful AP- and ßE-site intermediates.

Stage specific effects of soluble copper and copper oxide nanoparticles during sea urchin embryo development and their relation to intracellular copper uptake.

The effects of exposure to either soluble copper (copper sulfate) or copper oxide nanoparticles (nano-CuO) during specific early developmental stages of sea urchin embryos were analyzed. Soluble copper caused significant malformations in embryos (skeletal malformations, delayed development or gut malformations) when present at any given stage, while cleavage stage was the most sensitive to nano-CuO exposure causing skeletal malformations and decreased total antioxidant capacity. The stage specificity was linked to higher endocytic activity during the first hours of development that leads to higher accumulation of copper in specific cells critical for development. Results indicate that nano-CuO results in higher accumulation of copper inside of embryos and this intracellular copper is more persistent as compared to soluble copper. The possible implications later in development are discussed.

Quantitative LC-MS Provides No Evidence for m6 dA or m4 dC in the Genome of Mouse Embryonic Stem Cells and Tissues.

Until recently, it was believed that the genomes of higher organisms contain, in addition to the four canonical DNA bases, only 5-methyl-dC (m5 dC) as a modified base to control epigenetic processes. In recent years, this view has changed dramatically with the discovery of 5-hydroxymethyl-dC (hmdC), 5-formyl-dC (fdC), and 5-carboxy-dC (cadC) in DNA from stem cells and brain tissue. N6 -methyldeoxyadenosine (m6 dA) is the most recent base reported to be present in the genome of various eukaryotic organisms. This base, together with N4 -methyldeoxycytidine (m4 dC), was first reported to be a component of bacterial genomes. In this work, we investigated the levels and distribution of these potentially epigenetically relevant DNA bases by using a novel ultrasensitive UHPLC-MS method. We further report quantitative data for m5 dC, hmdC, fdC, and cadC, but we were unable to detect either m4 dC or m6 dA in DNA isolated from mouse embryonic stem cells or brain and liver tissue, which calls into question their epigenetic relevance.