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Total synthesis

Total synthesis is the complete chemical construction of a complex , typically a , from simpler, commercially available starting materials in a laboratory setting. This process involves designing and executing a sequence of chemical reactions to assemble the target 's carbon skeleton, functional groups, and , often requiring innovative strategies to overcome challenges in , selectivity, and yield. It represents a pinnacle of synthetic , where chemists replicate or modify nature's intricate architectures to verify structures, probe biological mechanisms, or generate analogs for therapeutic use. The field traces its origins to Friedrich Wöhler's groundbreaking synthesis of in 1828, which demonstrated that organic compounds could be created from inorganic precursors and shattered the vitalist theory. Early milestones included Emil Fischer's synthesis of glucose in 1890 and Robert Robinson's biomimetic construction of in 1917, marking the shift toward more complex targets. The mid-20th century ushered in the "Woodward Era," highlighted by R.B. Woodward's total synthesis of in 1944—a critical antimalarial —and in 1954, which showcased unprecedented control over polycyclic alkaloid frameworks. Subsequent eras, led by E.J. Corey (e.g., prostaglandins in 1969) and (e.g., taxol in 1994), expanded the scope to even larger molecules like (achieved by multiple groups including Evans, Nicolaou, and Boger in 1998–1999) and everninomicin (1999), incorporating advanced techniques such as and convergent assembly. Beyond academic achievement, total synthesis serves as a for new reaction methodologies and reagents, accelerating innovations in that underpin pharmaceuticals, , and . It confirms ambiguous structures derived from isolation, enables scalable production when natural sources are scarce, and facilitates the creation of modified derivatives to optimize —exemplified by taxol analogs for cancer therapy. Despite challenges like lengthy step counts and low overall yields, ongoing advances in , , and computational design continue to make total synthesis more accessible and impactful.

Fundamentals

Definition and Scope

Total synthesis refers to the complete chemical construction of a complex molecule from simple, commercially available starting materials through a planned sequence of chemical reactions. This process typically targets intricate structures that are challenging to isolate or modify from natural sources, emphasizing the assembly of the molecular framework. The scope of total synthesis primarily encompasses organic molecules derived from natural sources, such as terpenoids (including steroids), alkaloids (e.g., ), polyketides, peptides, and , which exhibit structural diversity originating from , microbes, and marine organisms. These targets are pursued to replicate the full architecture, including correct at multiple chiral centers, precise transformations, and optimization of overall synthetic yield to ensure practicality. While the field occasionally extends to non-natural targets like pharmaceuticals or , it explicitly excludes partial syntheses, which modify pre-existing complex intermediates, and semi-syntheses, which rely on scaffolds for derivatization. Central to total synthesis is its role in validating proposed molecular structures through unambiguous construction and facilitating structure-activity relationship () studies by enabling the preparation of analogs for biological evaluation. serves as a foundational planning tool in this domain, though detailed strategies are explored separately.

Aims and Objectives

Total synthesis pursues a variety of aims across academic, industrial, and scientific domains, each driven by the challenge of constructing complex molecules from simple precursors. In , it exemplifies synthetic ingenuity by enabling chemists to devise creative routes that showcase innovative problem-solving and aesthetic elegance in molecular assembly. These endeavors often prioritize brevity and efficiency, as seen in pursuits of streamlined pathways that minimize steps while maximizing strategic bond formations. Beyond demonstration, total synthesis fosters the invention of new methodologies, pushing the frontiers of reaction design and selectivity to tackle ever-more intricate targets. It also serves as a vital ground, equipping graduate students and researchers with expertise in planning, execution, and optimization of multi-step sequences. Industrially, total synthesis addresses practical needs by enabling the large-scale production of natural products that are scarce or costly to extract from biological sources, thereby supplying materials for therapeutic development and clinical trials. For instance, it facilitates the creation of pharmaceutical agents like analogs, which have advanced cancer treatments. A key objective is the of structural analogs to explore structure-activity relationships, optimizing potency, , or profiles for candidates. Ultimately, these efforts to establish scalable, cost-effective processes that align with manufacturing demands, bridging laboratory innovation with commercial viability. From a scientific perspective, total synthesis validates structures, offering unambiguous proof when isolation yields insufficient material for advanced . It illuminates biosynthetic pathways by replicating or altering proposed mechanisms, revealing enzymatic efficiencies and evolutionary adaptations in nature. In , synthesized compounds act as probes or tools, enabling studies of protein interactions, signaling cascades, and disease mechanisms that would otherwise be inaccessible. A central debate in the field revolves around the balance between elaborate, prestige-driven syntheses that emphasize molecular complexity and more pragmatic approaches focused on applicability and scalability. This tension is highlighted in concepts like the "ideal synthesis," which advocates for concise, waste-minimizing routes using only constructive reactions to achieve both intellectual rigor and real-world utility.

Historical Development

Early Milestones

The foundational milestone in total synthesis occurred in 1828 when synthesized from inorganic precursors, specifically by heating to produce the organic compound , thereby challenging the prevailing theory of that posited organic molecules could only be produced by living organisms. This breakthrough, detailed in Wöhler's publication in Annalen der Physik und Chemie, marked the birth of by demonstrating that organic compounds could be constructed in the laboratory without biological intervention. In the late 19th and early 20th centuries, total synthesis expanded to natural products, with achieving the first synthesis of glucose in 1890 through a multi-step process starting from , which confirmed the compound's and while highlighting early challenges in controlling chiral centers. This work laid groundwork for carbohydrate chemistry. Shortly thereafter, Gustaf Komppa reported the total synthesis of in 1903 via a sequence involving condensation of diethyl with 3,3-dimethylpentanoic acid to form camphoric acid, followed by and , representing one of the first commercial-scale syntheses of a complex . In 1901, Jokichi Takamine isolated and purified adrenaline (epinephrine) from adrenal glands, enabling its use as a pharmaceutical and paving the way for subsequent synthetic efforts, though full total synthesis came later in 1904 by Friedrich Stolz. By the mid-20th century, total synthesis had evolved to tackle more intricate molecules, exemplified by Robert B. Woodward and William E. Doering's 1944 synthesis of , a 17-step process from 7-hydroxyquinoline that yielded the antimalarial and demonstrated the feasibility of assembling polycyclic structures with precise . Woodward further advanced the field with his 1954 total synthesis of , a 29-step linear sequence culminating in the formation of the alkaloid's heptacyclic framework through a key intramolecular , underscoring the power of strategic bond-forming reactions despite low overall yields. Concurrently, du Vigneaud achieved the first synthesis of a polypeptide in 1953 by assembling oxytocin—a nine-amino-acid with a bridge—using carbodiimide-mediated coupling, which not only confirmed its structure but also earned him the 1955 for pioneering techniques. These early efforts introduced core concepts in total synthesis, including the shift toward multi-step sequences that required careful planning to manage complexity and yield, as seen in the progression from Wöhler's single transformation to elaborate routes. Stereocontrol emerged as a persistent challenge, with use of chiral resolutions and reliance on asymmetric inductions highlighting the need for methods to dictate molecular handedness in natural products. Additionally, the distinction between linear strategies—building sequentially as in —and convergent approaches—assembling fragments late-stage as hinted in —began to influence synthetic design, optimizing efficiency for increasingly demanding targets.

Modern Advances

The formalization of in the late marked a pivotal advancement in total synthesis, enabling chemists to systematically deconstruct complex target molecules into simpler precursors through logical disconnection strategies. developed this methodology, which introduced concepts like transform-directed retrosynthesis and the use of synthons to guide synthetic planning, revolutionizing the design of multi-step routes. His work culminated in the 1990 , recognizing its profound impact on efficiency and creativity. Building on these foundations, the and saw remarkable achievements in the total synthesis of highly complex natural products, demonstrating the feasibility of constructing intricate molecular architectures. The collaborative effort by Robert B. Woodward and completed the first total synthesis of in 1972, involving over 90 steps and showcasing innovative ring-forming strategies for its macrocycle. Similarly, in 1994, and Robert A. Holton independently achieved the total synthesis of taxol (), a diterpenoid anticancer agent with a unique ring and skeleton, through convergent assemblies exceeding 30 steps. That same year, Yoshito Kishi's group reported the total synthesis of , a marine toxin with 115 stereocenters and over 70 contiguous carbons, highlighting advanced stereocontrol in polyketide-like chains. These milestones underscored the growing capability to tackle molecules of unprecedented complexity, often requiring hundreds of person-years of effort. The late 20th and early 21st centuries witnessed the rise of asymmetric catalysis, which dramatically enhanced the enantioselectivity of total syntheses. In 2001, the was awarded to William S. Knowles, Ryoji Noyori, and K. Barry Sharpless for their pioneering work on chirally catalyzed and oxidation reactions, enabling the production of enantiopure compounds from prochiral substrates with high efficiency. These methods, such as Noyori's ruthenium-based and Sharpless's epoxidation, became integral to syntheses, reducing reliance on chiral auxiliaries and improving overall step . From 2000 to 2025, total synthesis evolved through the integration of , , and C-H activation, allowing milder conditions, greater selectivity, and shorter routes to complex targets. , employing small organic molecules like derivatives or alkaloids, facilitated asymmetric transformations in syntheses such as those of polyketides and alkaloids, often at without metals. , leveraging visible light and transition-metal complexes (e.g., Ru or Ir polypyridyls), enabled radical-mediated bond formations under ambient conditions, as seen in late-stage functionalizations of terpenoids and heterocycles. C-H activation complemented these by directly functionalizing inert C-H bonds, streamlining routes to alkaloids and via - or rhodium-catalyzed processes. Notable applications include Dale L. Boger's 2020 next-generation total synthesis of vancomycin aglycon, a , achieved in 17 steps using atropselective couplings and peripheral modifications for enhanced activity against resistant bacteria. Likewise, Larry E. Overman's earlier ingenol synthesis (adapted in subsequent works) incorporated tandem cyclizations, while recent advances integrated these catalytic modes for scalability. Concurrently, AI-assisted planning tools like RXN, launched in 2018, have accelerated retrosynthetic design by predicting reaction outcomes with neural networks trained on vast datasets, aiding multi-step planning for pharmaceuticals. Flow chemistry has further boosted scalability, enabling continuous multistep processes for analogs, as exemplified in automated syntheses of complex heterocycles from 2015 onward. For instance, in 2024, Phil S. Baran's group reported the total synthesis of (−)-cylindrocyclophane A, employing asymmetric C-H borylation to streamline the construction of its unique framework. These innovations have collectively reduced synthetic steps, improved yields, and expanded access to bioactive molecules up to 2025.

Synthetic Strategies

Retrosynthetic Analysis

is a systematic technique for planning by deconstructing a target molecule into simpler precursor structures through a series of hypothetical bond-breaking steps known as disconnections, which generate idealized fragments called synthons. This reverse-engineering approach, pioneered by E.J. Corey, transforms the synthetic problem into a search for feasible forward reactions without presupposing available starting materials. By working backward from the target, chemists identify potential synthetic routes that align with known reactivity patterns. The core principles of revolve around transform-based reasoning, where synthetic reactions are inverted to define retrosynthetic transforms, and interconversions (FGI) that adjust molecular functionality to enable disconnections. Transforms are guided by the presence of retrons—structural subunits in the target that match the reverse of a synthetic reaction—and emphasize simplifying transformations to reduce molecular complexity efficiently. Key rules include avoiding early branch points in the retrosynthetic tree to prevent and prioritizing disconnections that lead to stable, commercially available . In designing routes, distinguishes between linear synthesis, where precursors are assembled sequentially in a single chain, and convergent synthesis, which involves of subfragments that are coupled late-stage to minimize steps and improve overall . strategies are integral, temporarily masking reactive functionalities during disconnections to allow selective transformations, while stereochemical considerations ensure that chiral centers are either preserved through stereospecific synthons or introduced via asymmetric disconnections that align with the target's . Basic disconnection types facilitate this planning; for instance, carbonyl reverses the natural electrophilicity of a carbonyl carbon to nucleophilic reactivity, enabling synthons like acyl anions via dithiane or equivalents, as conceptualized by D. Seebach. Aldol equivalents, such as enolate-aldolhyde disconnections, target β-hydroxy carbonyl patterns by inverting the aldol addition, allowing construction of C-C bonds in complex frameworks. Computational tools enhance these efforts: Corey's (Logic and Heuristics Applied to Synthetic Analysis) program, developed in the , automates retrosynthetic exploration using heuristic rules and a database of transforms to generate pathways. Modern tools, like AI-driven platforms such as SynRoute, employ on to predict multi-step routes with high accuracy for drug-like molecules. As of 2025, advanced generative models like RSGPT, pre-trained on billions of datapoints, further improve retrosynthetic planning with state-of-the-art accuracy in template-free predictions.

Key Methodologies

Total synthesis relies on a suite of classical methodologies for constructing carbon-carbon bonds, which form the backbone of complex molecular architectures. The Wittig reaction, involving the nucleophilic attack of a phosphonium ylide on a carbonyl compound to form an alkene and triphenylphosphine oxide, proceeds via a betaine intermediate that collapses to the oxaphosphetane, influencing stereoselectivity based on ylide stabilization—non-stabilized ylides favor Z-alkenes, while stabilized ones yield E-alkenes predominantly. This method's utility in total synthesis stems from its ability to introduce double bonds with controlled geometry, often achieving >90% E-selectivity in semi-stabilized cases through lithium salt-free conditions. Complementing this, the aldol reaction unites an enolate donor with a carbonyl acceptor to forge β-hydroxy carbonyls, guided by the Zimmerman-Traxler transition state that dictates stereoselectivity: chair-like conformations lead to syn or anti products depending on enolate geometry (Z-enolates favor syn aldols with diastereoselectivities up to 20:1). In synthetic applications, Lewis acid-mediated variants enhance efficiency by accelerating enolate formation and improving facial selectivity in chiral environments. The Diels-Alder reaction, a [4+2] cycloaddition between a diene and dienophile, occurs concertedly through a suprafacial transition state, enforcing stereospecificity where endo approaches dominate due to secondary orbital interactions, yielding cyclohexenes with diastereoselectivities often exceeding 95:5. These classical tools address early-stage complexity building by providing convergent, stereocontrolled access to carbocycles and functionalized chains essential for polyketide and alkaloid frameworks. Modern techniques have revolutionized total synthesis through asymmetric catalysis, enabling enantioselective transformations that minimize and step count. The exemplifies this, converting allylic alcohols to epoxy alcohols using tert-butyl hydroperoxide (t-BuOOH), titanium(IV) isopropoxide, and a chiral diethyl tartrate ligand; the mechanism involves directed oxygen delivery from the allylic hydroxyl, achieving >95% via a Ti-peroxo intermediate that favors one face of the . \text{allylic alcohol} + t\text{-BuOOH} \xrightarrow{\text{Ti(O$i$Pr)}_4, \text{DET}} \text{epoxy alcohol} This kinetic resolution and asymmetric induction have been pivotal in synthesizing chiral building blocks for natural products like taxol precursors. Organocatalysis, such as the proline-catalyzed aldol, employs L-proline as a bifunctional catalyst to generate enamines from ketones, which add to aldehydes with enantio- and diastereoselectivities up to 99:1, proceeding through an enamine-imine tautomerism that mimics enzymatic active sites. Transition-metal catalysis further expands options, with the Suzuki-Miyaura cross-coupling linking organoboronic acids and halides via a Pd(0)/Pd(II) cycle: oxidative addition of the halide, transmetalation with the boronate, and reductive elimination form biaryls, often with >98% yields and stereoretention for vinyl substrates. \text{Ar-B(OH)}_2 + \text{Ar'-X} \xrightarrow{\text{Pd catalyst, base}} \text{Ar-Ar'} + \text{HX} + \text{H}_2\text{O} This reaction's tolerance for aqueous conditions and functional groups has streamlined late-stage aryl couplings in alkaloid total syntheses. Advanced approaches integrate biological and physical innovations to tackle selectivity in complex settings. Chemoenzymatic methods leverage enzymatic resolutions, such as lipase-catalyzed kinetic resolutions of racemic alcohols or esters, achieving up to 99% ee by selective acylation of one enantiomer, often combined with chemical steps for scalable chiral pool access in terpenoid syntheses. Photoredox catalysis employs visible-light-activated catalysts like Ru(bpy)₃²⁺ to drive C-H functionalizations, such as α-amino C-H arylation via single-electron transfer and radical addition, enabling mild, site-selective modifications with yields >80% and minimal overoxidation. Flow chemistry facilitates continuous processing by pumping reagents through microreactors, enhancing heat/mass transfer for exothermic reactions like organometallic additions, reducing residence times to seconds and improving overall yields by 20-50% in multi-step sequences through inline purification. These methodologies integrate within multi-step total syntheses to enhance selectivity and efficiency, often following retrosynthetic planning to align reaction sequences that cascade stereocontrol—e.g., an asymmetric catalysis step sets propagated through subsequent C-C formations, minimizing protecting groups and achieving step economies of 30-50% via convergent assembly. Such orchestration addresses challenges like epimerization in long sequences by employing orthogonal catalysts that operate under mild conditions, ensuring in constructing polyfunctional targets.

Notable Total Syntheses

Classic Examples

One of the earliest landmark achievements in total synthesis was the formal synthesis of by Robert B. Woodward and William von E. Doering in 1944, reported in a series of publications culminating in 1945. This 17-step route began with 7-hydroxy and constructed the core cinchona framework, culminating in the preparation of d-quinotoxine, an advanced intermediate known from prior work to convert to quinine in three additional steps via the unverified Rabe-Kindler degradation and cyclization sequence. Key transformations included the assembly of the ring system through a series of alkylations and reductions, with formation achieved via initial isoquinoline modification and subsequent ring adjustments to establish the characteristic 6-methoxyquinoline moiety. Stereocontrol was achieved non-selectively, yielding a at the key C-8 and C-9 centers, reflecting the era's limitations in asymmetric induction; the overall yield to d-quinotoxine was approximately 1%, underscoring the inefficiency but highlighting innovative use of protecting groups and functional group interconversions. This work demonstrated early strategic retrosynthesis for alkaloid scaffolds, relying on classical condensations and hydrogenations to build complexity from aromatic precursors. The total synthesis of by Woodward in 1954 stands as a pinnacle of mid-20th-century , comprising a 29-step sequence that assembled the intricate heptacyclic from commercially available materials like 3,4-dimethoxyphenyl methyl ketone. Commencing with a to form 2-veratrylindole, the route employed biomimetic strategies inspired by proposed biosynthetic pathways, including the construction of the tryptamine-like subunit and elaboration of the quaternary C-7 center via enamine alkylation. Critical steps involved multiple cyclizations, such as the to forge the E ring and a stereoselective intramolecular Michael addition to establish the complex cage-like structure, culminating in and deprotection to yield (±)-. at the seven chiral centers was controlled through substrate-directed epimerizations and selective reductions, though the synthesis produced the racemate; the overall yield was less than 0.1%, with only milligrams obtained after laborious purifications. This synthesis exemplified convergent assembly of polycyclic systems, integrating radical and ionic processes to mimic nature's efficiency while pioneering tactics like the use of methoxycarbonium ions for ring closure. The total synthesis of vitamin B12 (), completed in through a collaborative effort between Woodward's Harvard group and Albert Eschenmoser's team at , represented an unprecedented feat, involving over 100 steps to construct the corrin macrocycle and incorporate the central ion. The Harvard approach focused on the eastern (A/B/C) fragment via biogenetic-type cyclizations, while the ETH route emphasized the western (A/D) portion using thioether contractions; occurred at the corphin stage, where the two asymmetric subunits were linked via iminoester condensation and sulfide extrusion to form the direct A/D bond characteristic of s. Key features included the stereocontrolled assembly of the contracted with nine asymmetric centers, metal coordination achieved by inserting Co2+ into the corrin followed by axial with dimethylbenzimidazole, and resolution of stereoisomeric mixtures (e.g., separating cobyrinate from neocobyrinate) using . Yields were exceedingly low, with final product obtained in quantities after ~95 steps to heptamethylbisnorcobyrinate alone, reflecting the scale of the challenge. This dual-team illustrated scalable fragment coupling for megasyntheses and advanced understanding of corrin stereodynamics. These classic syntheses highlight the evolution of total synthesis in the mid-20th century, with route lengths escalating from 17 steps for quinine's formal pathway to 29 for and over 100 for vitamin B12, accompanied by overall yields dropping to trace levels due to accumulating inefficiencies in classical transformations. Lessons in emphasized the need for epimerization-resistant designs and chromatographic resolutions, as seen in B12's handling of multiple epimers, while convergence strategies—evident in B12's fragment merger and 's polycycle builds—foreshadowed modular approaches to manage complexity. Collectively, they established benchmarks for tackling architectures, prioritizing strategic bond disconnections over yield optimization.

Recent Achievements

One of the landmark achievements in the was the total synthesis of (Taxol), an anticancer drug, independently reported by and Robert A. Holton in 1994. Nicolaou's route involved a 30-step sequence featuring a challenging macrocyclization to form the eight-membered B-ring and subsequent attachment of the complex side chain, achieving the natural product in low overall yield but demonstrating innovative use of radical cyclizations and . Holton's convergent approach, also approximately 37 steps, emphasized asymmetric and esterification strategies for side-chain incorporation, enabling scalable production that contributed to Taxol's commercial availability. These syntheses highlighted the feasibility of constructing densely functionalized polycyclic structures, paving the way for analog development in . In the same year, Yoshito Kishi's group completed the total synthesis of , the largest non-polymeric known at the time with 64 stereocenters and a molecular weight exceeding 2,600 Da. The 113-step synthesis from simple precursors relied on a hybrid strategy combining partial synthesis of a key fragment with full construction of others, using stereocontrolled aldol reactions and the novel Nozaki-Hiyama-Kishi coupling for C-C bond formation across the massive carbon skeleton. This monumental effort not only confirmed palytoxin's structure but also underscored the limits of classical , influencing subsequent work on complex marine toxins through modular assembly techniques. The late 1990s and 2000s saw continued progress with the synthesis of brevetoxin A by Nicolaou in 1998, a polycyclic ether toxin featuring 10 fused rings and responsible for red tide . The 66-step route employed sulfone anion chemistry for ring closures and selective manipulations to weave the 44-carbon with 30 oxygen atoms, yielding the target in multigram quantities suitable for biological studies. For , a critical against , reported a total synthesis of the aglycon in 1999 using atropselective macrocyclization via aryl chloride arylation, followed by glycosylation. Dale L. Boger advanced this in 2001 with a biomimetic approach incorporating oxidative coupling, and by 2017, his group synthesized pocket-modified analogs via single-atom replacements (e.g., at residue 4) to enhance binding affinity against resistant strains, reducing steps to under 40 while improving yields to 0.5%. In , the group of Troels J. Jorgensen achieved a concise total synthesis of ingenol, the core of (Picato), an FDA-approved treatment for , using a 14-step route from (+)- with pinacol coupling and oxidative dearomatization to form the strained and inside-out trans-fused rings. From 2020 to 2025, syntheses have emphasized efficiency and innovation, such as Hirama's updated routes to CTX3C in ongoing refinements, building on his 2001 total synthesis with improved protective group strategies for the 3-nm-long ladder polyether, enabling preparation of congeners like CTX1B for . Analogs of discodermolide, a microtubule-stabilizing anticancer agent, saw renewed interest in 2022 with desymmetrization approaches to stereogenic centers, shortening routes to 25 steps and facilitating studies on modifications. Notably, a next-generation total synthesis of aglycon by Dale L. Boger in 2020 was completed in 17 steps with 5% overall yield, exemplifying AI-assisted design trends in modular assembly for resistant analogs. Over this period, trends in total synthesis have shifted toward shorter routes under 20 steps, as seen in modular assemblies using , with overall yields often exceeding 5% through atom-economical reactions like cross-coupling. Higher yields stem from asymmetric methods and protecting-group-free strategies, while is prioritized via biocatalytic steps and renewable feedstocks, reducing waste in large-scale preparations of pharmaceuticals.

Challenges and Future Directions

Current Limitations

Despite significant advances, total synthesis continues to face efficiency challenges, with many routes requiring over 20 steps for complex natural products, resulting in overall yields often below 1% for intricate targets like . These lengthy sequences generate substantial waste, as solvents and reagents are consumed in excess, amplifying material inefficiency and increasing costs. Selectivity issues persist, particularly in achieving precise diastereocontrol during the assembly of polyketides and polyethers, where reactions frequently produce mixtures of diastereoisomers that demand chromatographic separation to isolate the desired product. Additionally, the reliance on to manage compatibility introduces further inefficiencies, as their selective installation and deprotection add steps and reduce yields in multi-stage syntheses. Scalability remains a major barrier, with laboratory-scale protocols often failing to translate to industrial production due to purification difficulties for polar, complex intermediates and the high cost of rare reagents or catalysts. While multigram quantities have been achieved in select cases, such as the 59 g synthesis of minovincine, broader access to sufficient material for biological evaluation or commercialization is limited by these factors. Environmental concerns are pronounced, as organic solvents account for more than 70% of in typical syntheses, and hazardous reagents like triflic anhydride or contribute to and disposal challenges. Furthermore, accessing specific stereoisomers often requires extra transformations, such as epimerization, complicating routes and underscoring the need for more divergent asymmetric methods. In recent years, computational tools leveraging (AI) and (ML) have revolutionized route prediction in total synthesis, enabling automated and optimization of synthetic pathways. Systems like ASKCOS, an suite developed at , integrate ML models for retrosynthesis prediction, feasibility assessment, and condition recommendation, with its 2025 update incorporating advanced modules for scalable planning of complex molecules. Similarly, IBM's RXN for Chemistry platform has seen enhancements, including the integration of quantum chemical data to improve the reliability of reaction and retrosynthesis predictions, as demonstrated in 2023 studies on organic transformations like . These tools reduce the time required for route design from weeks to hours, facilitating the exploration of vast chemical spaces for drug-like compounds. Emerging applications of further augment these capabilities by simulating reaction mechanisms at unprecedented accuracy, particularly for challenging transition states in . For instance, (VQE)-based methods extended in 2024 allow for the modeling of on noisy intermediate-scale quantum (NISQ) devices, providing insights into barriers that classical simulations struggle with for large molecules. This approach holds promise for designing novel reactions in total synthesis, such as stereoselective bond formations, by predicting outcomes beyond current computational limits. Biocatalysis and hybrid chemoenzymatic methods are gaining traction for forging key carbon-carbon (C-C) bonds with high selectivity, addressing limitations in traditional catalysis. Engineered enzymes, evolved through , have enabled direct C-C bond formation via oxidative cross-coupling, as shown in 2022 studies where variants catalyzed biaryl synthesis with turnover numbers exceeding 1,000 under mild aqueous conditions. techniques, refined in recent protocols, enhance enzyme selectivity by iteratively mutating active sites and screening variants, achieving enantiomeric excesses over 99% for non-natural substrates in synthetic routes. These advancements allow integration of biocatalysts into multi-step syntheses, combining enzymatic with chemical versatility. Sustainable practices are increasingly embedded in total synthesis through principles, emphasizing waste minimization and renewable feedstocks. Biocatalysts and continuous processing align with these tenets by enabling reactions at ambient temperatures with minimal use; for example, immobilized enzymes in reactors have boosted yields in pharmaceutical intermediates by up to 50% while reducing . Metal-free activation strategies, such as organocatalytic or photoredox-free methods, further promote by avoiding toxic metals, as evidenced in 2025 developments for C-H functionalization that achieve high without heavy metal residues. These approaches not only lower environmental impact but also scale efficiently for industrial applications. Looking ahead, total is poised to tackle "undruggable" targets—proteins like or previously deemed inaccessible—through innovative modalities such as covalent inhibitors and degraders, with 2025 strategies incorporating pseudo-natural products to enhance binding affinity. The of , including dendrimers for , benefits from iterative divergent-convergent routes that yield monodisperse structures with precise branching, as optimized in solid-phase methods for scalable production. Convergence with , particularly cell-free systems, enables on-demand assembly of complex natural products; 2024 reconstitutions of biosynthetic pathways in cell-free extracts have produced polyketides with yields rivaling microbial , blurring lines between chemical and biological . These trends signal a toward integrated, efficient, and eco-friendly pipelines by 2030.

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