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1.
Science ; 384(6692): eadl4015, 2024 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-38603508

RESUMO

Therapeutic oligonucleotides are a powerful drug modality with the potential to treat many diseases. The rapidly growing number of therapies that have been approved and that are in advanced clinical trials will place unprecedented demands on our capacity to manufacture oligonucleotides at scale. Existing methods based on solid-phase phosphoramidite chemistry are limited by their scalability and sustainability, and new approaches are urgently needed to deliver the multiton quantities of oligonucleotides that are required for therapeutic applications. The chemistry community has risen to the challenge by rethinking strategies for oligonucleotide production. Advances in chemical synthesis, biocatalysis, and process engineering technologies are leading to increasingly efficient and selective routes to oligonucleotide sequences. We review these developments, along with remaining challenges and opportunities for innovations that will allow the sustainable manufacture of diverse oligonucleotide products.


Assuntos
Oligonucleotídeos , Oligonucleotídeos/síntese química , Oligonucleotídeos/uso terapêutico , Técnicas de Química Sintética
2.
Nature ; 628(8007): 320-325, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38600268

RESUMO

Force-controlled release of small molecules offers great promise for the delivery of drugs and the release of healing or reporting agents in a medical or materials context1-3. In polymer mechanochemistry, polymers are used as actuators to stretch mechanosensitive molecules (mechanophores)4. This technique has enabled the release of molecular cargo by rearrangement, as a direct5,6 or indirect7-10 consequence of bond scission in a mechanophore, or by dissociation of cage11, supramolecular12 or metal complexes13,14, and even by 'flex activation'15,16. However, the systems described so far are limited in the diversity and/or quantity of the molecules released per stretching event1,2. This is due to the difficulty in iteratively activating scissile mechanophores, as the actuating polymers will dissociate after the first activation. Physical encapsulation strategies can be used to deliver a larger cargo load, but these are often subject to non-specific (that is, non-mechanical) release3. Here we show that a rotaxane (an interlocked molecule in which a macrocycle is trapped on a stoppered axle) acts as an efficient actuator to trigger the release of cargo molecules appended to its axle. The release of up to five cargo molecules per rotaxane actuator was demonstrated in solution, by ultrasonication, and in bulk, by compression, achieving a release efficiency of up to 71% and 30%, respectively, which places this rotaxane device among the most efficient release systems achieved so far1. We also demonstrate the release of three representative functional molecules (a drug, a fluorescent tag and an organocatalyst), and we anticipate that a large variety of cargo molecules could be released with this device. This rotaxane actuator provides a versatile platform for various force-controlled release applications.


Assuntos
Preparações de Ação Retardada , Rotaxanos , Preparações de Ação Retardada/síntese química , Preparações de Ação Retardada/química , Polímeros/química , Rotaxanos/química , Preparações Farmacêuticas/química , Corantes Fluorescentes/química
3.
J Am Chem Soc ; 146(10): 6444-6448, 2024 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-38427590

RESUMO

The first total synthesis of the potent antimicrobial agent dynobactin A is disclosed. This synthesis enlists a singular aziridine ring opening strategy to access the two disparate ß-aryl-branched amino acids present within this complex decapeptide. Featuring a number of unique maneuvers to navigate inherently sensitive and epimerizable functional groups, this convergent approach proceeds in only 16 steps (LLS) from commercial materials and should facilitate the synthesis of numerous analogues for medicinal chemistry studies.


Assuntos
Aminoácidos , Anti-Infecciosos , Anti-Infecciosos/síntese química
4.
Nat Commun ; 15(1): 2523, 2024 Mar 21.
Artigo em Inglês | MEDLINE | ID: mdl-38514642

RESUMO

Prostaglandins have garnered significant attention from synthetic chemists due to their exceptional biological activities. In this report, we present a concise chemoenzymatic synthesis method for several representative prostaglandins, achieved in 5 to 7 steps. Notably, the common intermediate bromohydrin, a radical equivalent of Corey lactone, is chemoenzymatically synthesized in only two steps, which allows us to complete the synthesis of prostaglandin F2α in five steps on a 10-gram scale. The chiral cyclopentane core is introduced with high enantioselectivity, while the lipid chains are sequentially incorporated through a cost-effective process involving bromohydrin formation, nickel-catalyzed cross-couplings, and Wittig reactions. This cost-efficient synthesis route for prostaglandins holds the potential to make prostaglandin-related drugs more affordable and facilitate easier access to their analogues.


Assuntos
Álcoois , Prostaglandinas , Prostaglandinas/síntese química
5.
Nature ; 628(8007): 326-332, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38480891

RESUMO

Heteroarenes are ubiquitous motifs in bioactive molecules, conferring favourable physical properties when compared to their arene counterparts1-3. In particular, semisaturated heteroarenes possess attractive solubility properties and a higher fraction of sp3 carbons, which can improve binding affinity and specificity. However, these desirable structures remain rare owing to limitations in current synthetic methods4-6. Indeed, semisaturated heterocycles are laboriously prepared by means of non-modular fit-for-purpose syntheses, which decrease throughput, limit chemical diversity and preclude their inclusion in many hit-to-lead campaigns7-10. Herein, we describe a more intuitive and modular couple-close approach to build semisaturated ring systems from dual radical precursors. This platform merges metallaphotoredox C(sp2)-C(sp3) cross-coupling with intramolecular Minisci-type radical cyclization to fuse abundant heteroaryl halides with simple bifunctional feedstocks, which serve as the diradical synthons, to rapidly assemble a variety of spirocyclic, bridged and substituted saturated ring types that would be extremely difficult to make by conventional methods. The broad availability of the requisite feedstock materials allows sampling of regions of underexplored chemical space. Reagent-controlled radical generation leads to a highly regioselective and stereospecific annulation that can be used for the late-stage functionalization of pharmaceutical scaffolds, replacing lengthy de novo syntheses.


Assuntos
Carbono , Técnicas de Química Sintética , Compostos Heterocíclicos com 1 Anel , Preparações Farmacêuticas , Carbono/química , Ciclização , Compostos Heterocíclicos com 1 Anel/síntese química , Compostos Heterocíclicos com 1 Anel/química , Solubilidade , Oxirredução , Fotoquímica , Preparações Farmacêuticas/síntese química , Preparações Farmacêuticas/química , Técnicas de Química Sintética/métodos
6.
Science ; 383(6684): 721-726, 2024 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-38359125

RESUMO

We report the design conception, chemical synthesis, and microbiological evaluation of the bridged macrobicyclic antibiotic cresomycin (CRM), which overcomes evolutionarily diverse forms of antimicrobial resistance that render modern antibiotics ineffective. CRM exhibits in vitro and in vivo efficacy against both Gram-positive and Gram-negative bacteria, including multidrug-resistant strains of Staphylococcus aureus, Escherichia coli, and Pseudomonas aeruginosa. We show that CRM is highly preorganized for ribosomal binding by determining its density functional theory-calculated, solution-state, solid-state, and (wild-type) ribosome-bound structures, which all align identically within the macrobicyclic subunits. Lastly, we report two additional x-ray crystal structures of CRM in complex with bacterial ribosomes separately modified by the ribosomal RNA methylases, chloramphenicol-florfenicol resistance (Cfr) and erythromycin-resistance ribosomal RNA methylase (Erm), revealing concessive adjustments by the target and antibiotic that permit CRM to maintain binding where other antibiotics fail.


Assuntos
Antibacterianos , Hidrocarbonetos Aromáticos com Pontes , Farmacorresistência Bacteriana Múltipla , Lincosamidas , Oxepinas , Antibacterianos/síntese química , Antibacterianos/química , Antibacterianos/farmacologia , Eritromicina/química , Eritromicina/farmacologia , Testes de Sensibilidade Microbiana , Staphylococcus aureus/efeitos dos fármacos , Escherichia coli/efeitos dos fármacos , Pseudomonas aeruginosa/efeitos dos fármacos , Hidrocarbonetos Aromáticos com Pontes/síntese química , Hidrocarbonetos Aromáticos com Pontes/química , Hidrocarbonetos Aromáticos com Pontes/farmacologia , Oxepinas/síntese química , Oxepinas/química , Oxepinas/farmacologia , Lincosamidas/síntese química , Lincosamidas/química , Lincosamidas/farmacologia , Animais , Camundongos , Desenho de Fármacos , Ribossomos/química
7.
Science ; 383(6685): 911-918, 2024 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-38386754

RESUMO

Coenzyme A (CoA) is essential to all life on Earth, and its functional subunit, pantetheine, is important in many origin-of-life scenarios, but how pantetheine emerged on the early Earth remains a mystery. Earlier attempts to selectively synthesize pantetheine failed, leading to suggestions that "simpler" thiols must have preceded pantetheine at the origin of life. In this work, we report high-yielding and selective prebiotic syntheses of pantetheine in water. Chemoselective multicomponent aldol, iminolactone, and aminonitrile reactions delivered spontaneous differentiation of pantoic acid and proteinogenic amino acid syntheses, as well as the dihydroxyl, gem-dimethyl, and ß-alanine-amide moieties of pantetheine in dilute water. Our results are consistent with a role for canonical pantetheine at the outset of life on Earth.


Assuntos
Coenzima A , Origem da Vida , Panteteína , Coenzima A/química , Panteteína/síntese química , Água/química , Nitrilas/química , Hidroxibutiratos/síntese química , 4-Butirolactona/síntese química , Aminoácidos/síntese química
8.
Science ; 383(6685): 849-854, 2024 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-38386756

RESUMO

Securines and securamines are cytotoxic alkaloids that contain reactive alkene and heterocyclic residues embedded in skeletons comprising four to six oxidized rings. This structural complexity imparts a rich chemistry to the isolates but has impeded synthetic access to the structures in the nearly three decades since their isolation. We present a flexible route to eight isolates that exemplify the three skeletal classes of metabolites. The route proceeds by the modular assembly of the advanced azides 38 and 49 (13 steps, 6 to 10% yield), sequential oxidative photocyclizations, and late-stage functional group manipulations. With this approach, the targets were obtained in 17 to 19 steps, 12 to 13 purifications, and 0.5 to 3.5% overall yield. The structure of an advanced intermediate was elucidated by microcrystal electron diffraction (MicroED) analysis. The route will support structure-function and target identification studies of the securamines.


Assuntos
Alcaloides , Briozoários , Alcaloides/síntese química , Alcenos/química , Azidas/química , Elétrons , Animais , Catálise , Oxirredução
9.
Nature ; 626(8001): 1019-1024, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38418914

RESUMO

The single chirality of biological molecules is a signature of life. Yet, rationalizing how single chirality emerged remains a challenging goal1. Research has commonly focused on initial symmetry breaking and subsequent enantioenrichment of monomer building blocks-sugars and amino acids-that compose the genetic polymers RNA and DNA as well as peptides. If these building blocks are only partially enantioenriched, however, stalling of chain growth may occur, whimsically termed in the case of nucleic acids as "the problem of original syn"2. Here, in studying a new prebiotically plausible route to proteinogenic peptides3-5, we discovered that the reaction favours heterochiral ligation (that is, the ligation of L monomers with D monomers). Although this finding seems problematic for the prebiotic emergence of homochiral L-peptides, we demonstrate, paradoxically, that this heterochiral preference provides a mechanism for enantioenrichment in homochiral chains. Symmetry breaking, chiral amplification and chirality transfer processes occur for all reactants and products in multicomponent competitive reactions even when only one of the molecules in the complex mixture exhibits an imbalance in enantiomer concentrations (non-racemic). Solubility considerations rationalize further chemical purification and enhanced chiral amplification. Experimental data and kinetic modelling support this prebiotically plausible mechanism for the emergence of homochiral biological polymers.


Assuntos
Biopolímeros , Evolução Química , Peptídeos , Proteínas , Estereoisomerismo , Biopolímeros/química , Ácidos Nucleicos/síntese química , Ácidos Nucleicos/química , Origem da Vida , Peptídeos/química , Proteínas/síntese química , Proteínas/química , Solubilidade
10.
Curr Protoc ; 4(2): e984, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38327099

RESUMO

A simple, reliable, and efficient method for the gram-scale chemical synthesis of pyrimidine nucleosides functionalized with C5-carboxyl, nitrile, ester, amide, or amidine, starting from unprotected uridine and cytidine, is described. The protocol involves the synthesis of 5-trifluoromethyluridine and 5-trifluoromethylcytidine with Langlois reagent (CF3 SO2 Na) in the presence of tert-butyl hydroperoxide and subsequent transformation of the CF3 group to the C5-C 'carbon substituents' under alkaline conditions. © 2024 Wiley Periodicals LLC. Basic Protocol 1: Synthesis and characterization of 5-trifluoromethyluridine (5-CF3 U) and 5-trifluoromethylcytidine (5-CF3 C) Basic Protocol 2: Conversion of 5-CF3 U and 5-CF3 C to several C5-substituted ribonucleosides.


Assuntos
Química Orgânica , Nucleosídeos de Pirimidina , Citidina/análogos & derivados , Nucleosídeos de Pirimidina/síntese química , Nucleosídeos de Pirimidina/química , Ribonucleosídeos/química , Uridina/análogos & derivados , Química Orgânica/métodos
11.
Curr Protoc ; 4(2): e983, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38327123

RESUMO

This protocol describes a method for the incorporation of sensitive functional groups into oligodeoxynucleotides (ODNs). The nucleophile-sensitive epigenetic N4-acetyldeoxycytosine (4acC) DNA modification is used as an example, but other sensitive groups can also be incorporated, e.g., alkyl halide, α-haloamide, alkyl ester, aryl ester, thioester, and chloropurine groups, all of which are unstable under the basic and nucleophilic deprotection and cleavage conditions used in standard ODN synthesis methods. The method uses a 1,3-dithian-2-yl-methoxycarbonyl (Dmoc) group that carries a methyl group at the carbon of the methoxy moiety (meDmoc) for the protection of exo-amines of nucleobases. The growing ODN is anchored to a solid support via a Dmoc linker. With these protecting and linking strategies, ODN deprotection and cleavage are achieved without using any strong bases and nucleophiles. Instead, they can be carried out under nearly neutral non-nucleophilic oxidative conditions. To increase the length of ODNs that can be synthesized using the meDmoc method, the protocol also describes the synthesis of a PEGylated Dmoc (pDmoc) phosphoramidite. With some of the nucleotides being incorporated with pDmoc-CE phosphoramidite, the growing ODN on the solid support carries PEG moieties and becomes more soluble, thus enabling longer ODN synthesis. The ODN synthesis method described in this protocol is expected to make many sensitive ODNs that are difficult to synthesize accessible to researchers in multiple areas, such as epigenetics, nanopore sequencing, nucleic acid-protein interactions, antisense drug development, DNA alkylation carcinogenesis, and DNA nanotechnology. © 2024 Wiley Periodicals LLC. Basic Protocol: Sensitive ODN synthesis Support Protocol 1: Synthesis of meDmoc-CE phosphoramidites Support Protocol 2: Synthesis of a pDmoc-CE phosphoramidite.


Assuntos
Oligodesoxirribonucleotídeos , Compostos Organofosforados , DNA , Ésteres , Oligodesoxirribonucleotídeos/síntese química
12.
Nature ; 628(8006): 104-109, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38350601

RESUMO

The development of bimolecular homolytic substitution (SH2) catalysis has expanded cross-coupling chemistries by enabling the selective combination of any primary radical with any secondary or tertiary radical through a radical sorting mechanism1-8. Biomimetic9,10 SH2 catalysis can be used to merge common feedstock chemicals-such as alcohols, acids and halides-in various permutations for the construction of a single C(sp3)-C(sp3) bond. The ability to sort these two distinct radicals across commercially available alkenes in a three-component manner would enable the simultaneous construction of two C(sp3)-C(sp3) bonds, greatly accelerating access to complex molecules and drug-like chemical space11. However, the simultaneous in situ formation of electrophilic and primary nucleophilic radicals in the presence of unactivated alkenes is problematic, typically leading to statistical radical recombination, hydrogen atom transfer, disproportionation and other deleterious pathways12,13. Here we report the use of bimolecular homolytic substitution catalysis to sort an electrophilic radical and a nucleophilic radical across an unactivated alkene. This reaction involves the in situ formation of three distinct radical species, which are then differentiated by size and electronics, allowing for regioselective formation of the desired dialkylated products. This work accelerates access to pharmaceutically relevant C(sp3)-rich molecules and defines a distinct mechanistic approach for alkene dialkylation.


Assuntos
Alcenos , Catálise , Hidrogênio , Ácidos/química , Álcoois/química , Alcenos/química , Biomimética , Hidrogênio/química , Preparações Farmacêuticas/síntese química , Preparações Farmacêuticas/química
13.
Bioorg Chem ; 144: 107105, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38219482

RESUMO

As regards to the structural analysis and optimization of diverse potential EGFR inhibitors, two series of imidazolyl-2-cyanoprop-2-enimidothioates and ethyl imidazolylthiomethylacrylates were designed and constructed as potential EGFR suppressors. The cytotoxic effect of the prepared derivatives was assessed toward hepatic, breast, and prostate cancerous cells (Hep-G2, MCF-7, and PC-3). Three derivatives 3d, 3e, and 3f presented potent antiproliferative activity and selectivity against the examined tumor cells showing IC50 values at low micromolar levels. Hence, successive biological assays were applied to determine the probable mechanism of action of the new compounds. They exhibited significant EGFR suppression with an IC50 range of 0.137-0.507 µM. The most effective EGFR inhibitor 3f arrested the MCF-7 cell cycle at the S phase by inducing the apoptotic pathway that was confirmed via increasing the expression of Caspases 8, 9, and Bax, which are associated with Bcl-2 decline. Additionally, molecular docking displayed a distinctive interaction between 3f and EGFR binding pocket. Overall, this work introduces some novel imidazolyl-2-cyanoprop-2-enimidothioates and ethyl imidazolylthiomethylacrylates as potential cytotoxic and EGFR inhibitors that deserve further research in tumor therapy.


Assuntos
Antineoplásicos , Apoptose , Imidazóis , Humanos , Antineoplásicos/química , Linhagem Celular Tumoral , Proliferação de Células , Ensaios de Seleção de Medicamentos Antitumorais , Receptores ErbB , Simulação de Acoplamento Molecular , Estrutura Molecular , Inibidores de Proteínas Quinases , Relação Estrutura-Atividade , Isotiurônio/análogos & derivados , Isotiurônio/síntese química , Isotiurônio/química
14.
Org Lett ; 26(5): 1094-1099, 2024 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-38277138

RESUMO

Utilizing already existing DNA-encoded libraries (DELs) for the generation of a distinct DEL represents an expedited strategy for expanding the chemical space. Herein, we leverage the unique photoreactivity of tetrazoles to synthesize diacylhydrazines on DNA. Widely available carboxylic acids serving as building blocks were employed under the mild photomediated reaction conditions, affording diverse DNA-conjugated diacylhydrazines. This methodology also demonstrates robustness in DEL-compatible synthesis and facilitates the preparation of oligonucleotide-based chemical probes.


Assuntos
DNA , Biblioteca Gênica , Ácidos Carboxílicos , Bibliotecas de Moléculas Pequenas/síntese química
15.
Org Lett ; 26(5): 1073-1077, 2024 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-38277646

RESUMO

Asymmetric de novo construction of limonoids remains a challenging problem in stereoselective synthesis due to the diverse and complex structures associated with this class of natural products. Here, a unique synthetic pathway to an "intact" limonoid system is described. The synthetic route is based on exploiting an oxidative rearrangement reaction of a densely functionalized late-stage intermediate to simultaneously establish the stereodefined C10 quaternary center and an allylic acetate at C12. This is a unique example of a complex rearrangement reaction that proceeds on a system whose presumed intermediate allyl cation is highly hindered and lacks neighboring protons that are otherwise required for cation termination.


Assuntos
Limoninas , Cátions , Limoninas/síntese química , Estereoisomerismo
16.
Nature ; 626(7997): 45-57, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38297170

RESUMO

The linear production and consumption of plastics today is unsustainable. It creates large amounts of unnecessary and mismanaged waste, pollution and carbon dioxide emissions, undermining global climate targets and the Sustainable Development Goals. This Perspective provides an integrated technological, economic and legal view on how to deliver a circular carbon and plastics economy that minimizes carbon dioxide emissions. Different pathways that maximize recirculation of carbon (dioxide) between plastics waste and feedstocks are outlined, including mechanical, chemical and biological recycling, and those involving the use of biomass and carbon dioxide. Four future scenarios are described, only one of which achieves sufficient greenhouse gas savings in line with global climate targets. Such a bold system change requires 50% reduction in future plastic demand, complete phase-out of fossil-derived plastics, 95% recycling rates of retrievable plastics and use of renewable energy. It is hard to overstate the challenge of achieving this goal. We therefore present a roadmap outlining the scale and timing of the economic and legal interventions that could possibly support this. Assessing the service lifespan and recoverability of plastic products, along with considerations of sufficiency and smart design, can moreover provide design principles to guide future manufacturing, use and disposal of plastics.


Assuntos
Poluição Ambiental , Objetivos , Plásticos , Reciclagem , Desenvolvimento Sustentável , Biomassa , Dióxido de Carbono/análise , Dióxido de Carbono/química , Dióxido de Carbono/metabolismo , Poluição Ambiental/economia , Poluição Ambiental/legislação & jurisprudência , Poluição Ambiental/prevenção & controle , Poluição Ambiental/estatística & dados numéricos , Combustíveis Fósseis , Aquecimento Global/prevenção & controle , Gases de Efeito Estufa/análise , Plásticos/síntese química , Plásticos/economia , Plásticos/metabolismo , Plásticos/provisão & distribuição , Reciclagem/economia , Reciclagem/legislação & jurisprudência , Reciclagem/métodos , Reciclagem/tendências , Energia Renovável , Desenvolvimento Sustentável/economia , Desenvolvimento Sustentável/legislação & jurisprudência , Desenvolvimento Sustentável/tendências , Tecnologia/economia , Tecnologia/legislação & jurisprudência , Tecnologia/métodos , Tecnologia/tendências
17.
J Org Chem ; 89(3): 1858-1863, 2024 02 02.
Artigo em Inglês | MEDLINE | ID: mdl-38215471

RESUMO

Salpratone A (1), a novel abietane diterpenoid containing a unique cis-fused A/B ring, was isolated from Salvia prattii. Bioactivity studies showed that 1 has potent activity in inhibiting platelet aggregation induced by multiple agonists as well as antithrombotic efficacy in the FeCl3-induced rat in vivo thrombosis model. Furthermore, a bioinspired synthesis of 1 from the abundant natural product ferruginol was achieved in 6 steps with a 22% overall yield. The key steps include a stereoselective allyl oxidation and a subsequent regioselective Meinwald rearrangement.


Assuntos
Abietanos , Salvia , Animais , Ratos , Salvia/química , Abietanos/síntese química
18.
Nature ; 625(7995): 508-515, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37967579

RESUMO

Recent years have seen revived interest in computer-assisted organic synthesis1,2. The use of reaction- and neural-network algorithms that can plan multistep synthetic pathways have revolutionized this field1,3-7, including examples leading to advanced natural products6,7. Such methods typically operate on full, literature-derived 'substrate(s)-to-product' reaction rules and cannot be easily extended to the analysis of reaction mechanisms. Here we show that computers equipped with a comprehensive knowledge-base of mechanistic steps augmented by physical-organic chemistry rules, as well as quantum mechanical and kinetic calculations, can use a reaction-network approach to analyse the mechanisms of some of the most complex organic transformations: namely, cationic rearrangements. Such rearrangements are a cornerstone of organic chemistry textbooks and entail notable changes in the molecule's carbon skeleton8-12. The algorithm we describe and deploy at https://HopCat.allchemy.net/ generates, within minutes, networks of possible mechanistic steps, traces plausible step sequences and calculates expected product distributions. We validate this algorithm by three sets of experiments whose analysis would probably prove challenging even to highly trained chemists: (1) predicting the outcomes of tail-to-head terpene (THT) cyclizations in which substantially different outcomes are encoded in modular precursors differing in minute structural details; (2) comparing the outcome of THT cyclizations in solution or in a supramolecular capsule; and (3) analysing complex reaction mixtures. Our results support a vision in which computers no longer just manipulate known reaction types1-7 but will help rationalize and discover new, mechanistically complex transformations.


Assuntos
Algoritmos , Técnicas de Química Sintética , Ciclização , Redes Neurais de Computação , Terpenos , Cátions/química , Bases de Conhecimento , Terpenos/química , Técnicas de Química Sintética/métodos , Produtos Biológicos/síntese química , Produtos Biológicos/química , Reprodutibilidade dos Testes , Soluções
19.
Nature ; 625(7993): 41-50, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38093018

RESUMO

Gene expression is regulated by transcription factors that work together to read cis-regulatory DNA sequences. The 'cis-regulatory code' - how cells interpret DNA sequences to determine when, where and how much genes should be expressed - has proven to be exceedingly complex. Recently, advances in the scale and resolution of functional genomics assays and machine learning have enabled substantial progress towards deciphering this code. However, the cis-regulatory code will probably never be solved if models are trained only on genomic sequences; regions of homology can easily lead to overestimation of predictive performance, and our genome is too short and has insufficient sequence diversity to learn all relevant parameters. Fortunately, randomly synthesized DNA sequences enable testing a far larger sequence space than exists in our genomes, and designed DNA sequences enable targeted queries to maximally improve the models. As the same biochemical principles are used to interpret DNA regardless of its source, models trained on these synthetic data can predict genomic activity, often better than genome-trained models. Here we provide an outlook on the field, and propose a roadmap towards solving the cis-regulatory code by a combination of machine learning and massively parallel assays using synthetic DNA.


Assuntos
Genômica , Aprendizado de Máquina , Modelos Genéticos , Sequências Reguladoras de Ácido Nucleico , DNA/síntese química , DNA/genética , DNA/metabolismo , Sequências Reguladoras de Ácido Nucleico/genética , Fatores de Transcrição/metabolismo
20.
Nature ; 623(7985): 77-82, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37914946

RESUMO

When searching for the ideal molecule to fill a particular functional role (for example, a medicine), the difference between success and failure can often come down to a single atom1. Replacing an aromatic carbon atom with a nitrogen atom would be enabling in the discovery of potential medicines2, but only indirect means exist to make such C-to-N transmutations, typically by parallel synthesis3. Here, we report a transformation that enables the direct conversion of a heteroaromatic carbon atom into a nitrogen atom, turning quinolines into quinazolines. Oxidative restructuring of the parent azaarene gives a ring-opened intermediate bearing electrophilic sites primed for ring reclosure and expulsion of a carbon-based leaving group. Such a 'sticky end' approach subverts existing atom insertion-deletion approaches and as a result avoids skeleton-rotation and substituent-perturbation pitfalls common in stepwise skeletal editing. We show a broad scope of quinolines and related azaarenes, all of which can be converted into the corresponding quinazolines by replacement of the C3 carbon with a nitrogen atom. Mechanistic experiments support the critical role of the activated intermediate and indicate a more general strategy for the development of C-to-N transmutation reactions.


Assuntos
Carbono , Técnicas de Química Sintética , Nitrogênio , Quinazolinas , Quinolinas , Carbono/química , Nitrogênio/química , Quinazolinas/síntese química , Quinazolinas/química , Quinolinas/química , Oxirredução , Desenho de Fármacos , Preparações Farmacêuticas/síntese química , Preparações Farmacêuticas/química
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