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Carbon Nanomaterial-Incorporated Supramolecular Drug Delivery 135
dimensions, with lengths spanning from 5 to 100 mm and diameters ranging from 5 to 100 nm [41].
Carbon nanofibers (CNFs) possess a distinctive combination of structural char­acteristics, characterized by many infinitesimal and slender pores, rendering them highly suitable for the sequestration of minute organic molecules [42]. This concept’s underlying principle posits that the graphite platelets’ nonpolar basal regions comprising the nanofiber structure are highly susceptible to establishing a robust interaction with the organic impurity. Nonetheless, the adsorption of water molecules is unlikely to occur at these specific sites, resulting in the material serving as a discerning adsorbent [43]. The capacity to customize the structural attributes of carbon nanofibers (CNFs) in a manner that confers upon the final product the distinc­tive dual characteristics of elevated surface area, conventionally linked with active carbon, and a remarkable degree of crystalline perfection, akin to graphite, thereby engendering high electrical conductivity, renders these materials highly suitable for deployment as support media [44].

2.3 Graphene

Graphene is a two-dimensional material of carbon atoms arranged in a hexag­onal lattice configuration. An important turning point in science was reached in 2004 with the isolation and characterization of graphene. Graphene has attracted significant attention and generated great interest since its initial discovery, mostly due to its exceptional qualities and potential for diverse applications. The emer­gence of novel quasi-particles is observed due to the intricate interaction between electrons and graphene. This course’s key components of highest importance are graphene nanoribbons and quantum dots. The particles demonstrate ballistic trans­port, a phenomenon in which electrons can travel distances of up to one micrometer without encountering any scattering events [45]. Graphene demonstrates exceptional electrical conductivity. The substance demonstrates a reduced degree of solubility in aqueous solutions. As a result, several modifications have been introduced to generate chemically modified graphene derivatives, such as layered graphene oxide (GO) and graphene oxide. The application of graphene oxide (GO) and its derivatives in sol– gel chemistry has been extensively utilized, particularly in producing biocompatible nanocomposites [46].
Graphene (Fig. 1) and its related substances have been widely employed in advanced medicine and drug delivery. Applying polymer surface modification to graphene nanomaterials is a common technique utilized to enhance their compat­ibility with biological systems. Graphene nanomaterials exhibit responsiveness toward various stimuli, including but not limited to magnetic fields, electric fields, radiation, temperature, and pH. The regulation of drug release was achieved through the management of stimuli that are internal as well as external. These stimuli enhance the bioavailability of drugs, facilitate their crossing of biological barriers, and mitigate their adverse effects [47].
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Fig. 1 Schematic overview of various applications of graphene. Reproduced with permission from Elsevier [48]

2.4 Carbon Quantum Dots

Carbon quantum dots (CQDs) are nanoscale carbon nanoparticles with dimensions ranging from 1 to 10 nm (nm). In contrast to graphene or carbon nanotubes (CNTs), these structures possess zero-dimensional characteristics. They exhibit pronounced fluorescence and distinctive characteristics in optics, electronics, and chemistry. The applications, such as optoelectronics, sensing, bioimaging, and drug delivery, have garnered considerable interest [49]. The techniques utilized for synthesizing CQDs can be categorized into two distinct classifications: “bottom-up” and “top­down” methodologies. These objectives may be attained by employing chemical, electrochemical, or physical methods. Top-down strategies cover a range of tech­niques, including arc discharge, laser ablation, and electrochemical approaches, which are employed to break down carbon materials into carbon nanoparticles [50]. Contrarily, bottom-up strategies include template strategies, thermal pathways, pyrolytic processes, hydrothermal and aqueous methods, supported synthetic tech­niques, reverse micelle techniques, microwave-assisted strategies, and substance oxidation [51].
Carbon Nanomaterial-Incorporated Supramolecular Drug Delivery 137

2.5 Fullerene

Fullerenes are carbonaceous compounds with a distinctive molecular architec­ture characterized by carbon atoms’ cage-shaped or spherical configuration [52].
2
Fullerenes are special compounds with unusual features due to their sp structure. These molecules, like C
and C76, have a cage-like shape that is unusually
60
carbon
symmetrical for their size. The synthetic fullerene that is most frequently encoun­tered is C
, consisting of a total of 60 carbon atoms that are organized in a pattern
60
of 12 pentagons and 20 hexagons. These carbon atoms are interconnected by single bonds (C5–C5) and double bonds (C5=C6). It is worth mentioning that each fullerene structure consists of ‘n’ hexagons, wherein the number of carbon atoms is equal to 2n + 20. The concentration of C
has a dual behavior among reactive oxygen species (ROS), which allows it to
C
60
operate differently depending on the context [53]. For instance, C
and C70, formed at 1000°C, increases over time.
60
can produce
60
oxygen upon being exposed to ultraviolet (UV) rays, making it an appealing option for photodynamic therapy (PDT) [54].

2.6 Carbon Nanohorns

A special type of carbon nanostructure known as a carbon nanohorn (CNH) (Fig. 2) is distinguished by its horn-like morphology. The carbon nanomaterials, including graphene, fullerenes, and carbon nanotubes (CNTs), belong to the same family as the subject in question [55]. Curved graphene sheets are stacked into a conical or horn-like structure to make CNHs. These objects have a porous surface of graphene edges and a hollow interior. CNHs come in various diameters, typically between a few nanometers and several micrometers in diameter [56]. One of its key charac­teristics is the high surface area that carbon nano horns possess due to their distinct form. The huge surface area of these materials makes them highly appealing for several applications, such as energy storage, catalysis, drug administration, and sensors [57]. Various methods, including arc discharge, laser ablation, and chem­ical vapor deposition (CVD), can be employed to synthesize carbon–nitrogen hybrid materials (CNHs). These techniques enable the control of the final CNHs’ size, shape, and surface characteristics.

2.7 Carbon Nano-Onions

Carbon nano-onions (CNOs) are a specific class of fullerene characterized by the arrangement of graphitic layers in a quasi-spherical or polyhedral configuration, exhibiting a remarkably s mall interlayer gap. Distances between graphitic layers (0.335 nm) and graphitic planes (0.334 nm) are quite close to one another [59].
138 N. T. Tuli et al.
Fig. 2 Functionalization of carbon nanohorns. Reproduced with permission from John Wiley and Sons [58]
Production methods for carbon nanoparticles have been documented extensively. Nevertheless, the prevailing methodologies employed in the production of these materials encompass arc discharge conducted between two electrodes immersed in a water medium, pyrolysis, ion implantation, chemical vapor deposition (CVD), thermal annealing of ultra-dispersed nanodiamonds, thermal annealing of ultra­dispersed nanodiamonds and electron-beam irradiation. The size, form, polyhe­dral arrangement, and core composition (whether dense or hollow) of the resulting nanostructures exhibit variations contingent upon the specific preparation procedure employed for the onion-like structures. The distinct multilayered architecture of carbon nano onions (CNO) is because each layer comprises very few carbon atoms. Size and properties can vary since the number of layers might range from very few to very many [60].
Carbon Nanomaterial-Incorporated Supramolecular Drug Delivery 139

2.8 Nano-Diamond

Carbon atoms are arranged into tiny diamond-like nanostructures called carbon nanodiamonds. These entities are sometimes known as diamond nanoparticles or nanodiamonds. Typically, their dimensions span from only a few nanometers to several tens of nanometers. Diamond is a special kind of carbon with outstanding qualities like extreme hardness, high thermal conductivity, and superior optical qual­ities. These characteristics are improved even more at the nanoscale and provide extra benefits for a variety of applications [61]. Carbon nanodiamonds can be produced using several methods, such as high-pressure techniques, chemical vapor deposition (CVD), high-temperature (HPHT) treatment, and high-pressure tech­niques, explosion-based processes. Nanodiamonds made using each technique have unique properties, such as the size of particles, functionalization of the surface, and crystal quality. These nanoparticles find extensive utilization across diverse domains, such as medicinal applications, quantum sensing and computation, energy storage, mechanical reinforcement, and optical applications [62].

3 Supramolecular Chemistry in Drug Delivery

3.1 Principles of Supramolecular Chemistry

Supramolecular chemistry studies (supra)molecular phenomena between inorganic, organic, and physical chemistry. It is commonly described as the “molecular science of information encoding and processing” [63]. Using this concept to create massive ensembles of molecules, supramolecular chemistry bridges the gap between the picometer size of molecules and the nanoscale world. Thus, the principles of nanotechnology’s chemical “bottom-up” approach must be understood. Supramolec­ular interactions constitute the foundation of many fundamental biological processes, including cell division, signal transmission, biocatalysis, memory formation, and data processing. Simple self-assembly mechanisms are responsible for most of the construction of enzymes, membranes, viruses, and many other complex structures with physiologically important activities [64]. Metallo phthalocyanines and metallo­porphyrins are outstanding precursors in supramolecular chemistry, and their rapid evolution led to assemblies with varied topologies and features (electro-, photo- and catalytic capabilities, etc.) [65]. The fundamental principles of host–guest chem­istry are revealed by the “lock and key” interaction between enzymes and the chemicals that support them. Most drug-receptor interactions in medicine occur at the supramolecular level [66]. Supramolecular medicine was developed due to the convergence of molecular assembly and supramolecular chemistry, two domains that have traditionally worked in silos [67]. It can be defined as developing supramolec­ular formulations of diagnostic and therapeutic substances for disease diagnosis, prevention, and treatment. After progressing from the development, we have arrived
140 N. T. Tuli et al.
at the stage where we can create adaptable materials, morphing with spatiotem­porally sensitive features [68]. Supramolecular chemistry’s fundamental principles and concepts encompass several terms, such as non-covalent contact, molecular recognition, and self-assembly.
3.1.1 Non-covalent Interactions
Reversible development and disassembly of supramolecular aggregates rely on noncovalent interactions among the molecular ingredients of the building. Small (binding energy 1–10 kcal/mol) non-covalent interactions include solvent effects (e.g., hydrophobicity), stacking, dispersion, cation interactions, and dipole–dipole, whereas large (binding energy 10–90 kcal/mol) noncovalent interactions include coordinative and electrostatic interactions. Inductive and dispersive attractive forces form a weak covalent bond. Electrostatic interactions are compelling due to the attrac­tive force between oppositely charged dipoles or ions. Hydrogen-connected arrays have a high degree of stability due to the cumulative effect of multiple hydrogen bridges despite the individual binding energy of each bridge being very moderate [69]. Within supramolecular chemistry, the contact of metal coordination is regarded as a “noncovalent” interaction, although often encompassing a substantial cova­lent element in the binding process. Both “stability” and “lability” are required in ligand–metal interaction. Sometimes, it is referred to as “Metallo supramolecular chemistry,” this field studies molecules that contain metal ions. Recently, reversible covalent bonds like esterification, disulfide, or imine synthesis have been integrated into the dynamic combinatorial chemistry framework, expanding supramolecular chemistry capabilities [64].
3.1.2 Molecular Recognition
Molecular recognition occurs when two molecules interact because their electronic and geometric characteristics are complementary. The lock and key principle, as seen in Fig. 3, involves the insertion of a solid substrate into a solid receptor, analogous to fitting a key into a lock. This model oversimplifies molecular recognition events and does not represent the real thing perfectly. Dynamic behavior with rapidly balancing forms is a common feature of molecules. A flexible molecular species chooses a single geometry after interacting with other species. The classic lock and key principle defines the interplay between pieces, which is determined by their preorganization (form) and stiffness. When examining the distinctions between molecular recognition and supramolecular chemistry compared to many examples in traditional “covalent chemistry,” entropy emerges as a pivotal factor. The concept of the lock-and-key model served as the foundational principle for the field of host–guest chemistry. The discovery that metal cations serve as templates to produce crown ethers and that the ethers can selectively complex the cations led to a rich new study area. The complementarity of species is not the only factor in a host’s ability to selectively bind
Carbon Nanomaterial-Incorporated Supramolecular Drug Delivery 141
Fig. 3 The lock and key principle, wherein the lock governs a receptor while the grooves complement the key, corresponding to the substrate. Reproduced with permission from ACS [70]
its molecular guests. The oxygen donors in crown ethers typically take an “outward” conformation, where they can interact with polar solvents. When introducing a cation, the donor atoms must rearrange themselves to face the enclosed metal ion. As a result, the lock and key idea cannot be taken at face value but rather must be evaluated with other “induced-fit-mechanisms.”
Host-guest chemistry now studies the interaction of cations, neutral compounds, and anions. Ion pairs are useful for extracting harmful wastes or enriching valuable compounds from mixes. Host-guest chemistry also affects modern sensor technolo­gies. In supramolecular chemistry, molecular identification pertains to the initial interactions between host and guest molecules, particularly those involving simple crown cryptand-type compounds. However, this phenomenon also affects other biological processes when a receptor and substrate interact.
3.1.3 Self-Assembly
Rigorous self-assembly holds paramount importance in supramolecular chemistry, but directed (templated) self-assembly is also frequently observed. The process of strict self-assembly promptly results in the formation of a precisely defined aggregate. The use of templates or alternative mechanisms for species control in guided self­assembly. In ideal scenarios, self-assembly has a cooperative nature. The aggregate acquired exhibits thermodynamic stability, surpassing other species with differing structures and compositions. Self-assembled aggregates depend heavily on compo­nent geometry. Symmetry allows incommensurate binding sites or building block geometries to develop huge container-type molecules that resemble Platonian or Archimedean solids [71]. In an ideal instance, two or more molecular components should aggregate due to an alteration in enthalpy, corresponding to bond energy provided by bond formation. Entropy should discourage aggregation since only one species is created from many, resulting in a highly ordered aggregate. Environmental variables like solvents must be addressed. Dissociating solvent molecules from single units during aggregation makes oligomerization entropically favorable. The enthalpy contribution is reduced to the differential between solvent molecules and complimen­tary moieties. Most assemblies have small thermodynamic differences. Secondary stabilizing factors, including conformational constraints, templating, and others, help produce one well-defined species.
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Figure 4 depicts the host’s four binding pockets, focusing on a central guest binding pocket. Biological systems like substrates and enzymes comprise host-guest complexes. Large (usually macrocyclic) ligands host metal cations in coordination chemistry. A host with a stable molecular cavity and sites for binding guests can accommodate guests both in solution and in the solid state. Solid-state architectures and solutions will likely be equivalent. Solid-state inclusion compounds behave as crystalline solids since their guest remains trapped in a cavity created by a hole in the host lattice [70].
Fig. 4 The development of a supramolecular structure utilizing the following molecular building pieces (binding positions shown as circles): a host-guest complexity, b lattice inclusiveness, and c corresponding molecule self-assembly. Reproduced with permission from ACS [70]
Carbon Nanomaterial-Incorporated Supramolecular Drug Delivery 143
3.2 Advantages of Using Supramolecular Structures in Drug
Delivery
Supramolecular interactions, which can be tuned and reversed, give materials ranging from nano- through macroscopic sizes to provide a wide range of desirable charac­teristics. Supramolecular biomaterials provide many advantages over conventional biomaterials, some of which are described below (mechanical tunability, modularity, biomimicry, and responsiveness).
3.2.1 Mechanical Tunability
The traditional network concept of polymeric gels enables modification of distance or crosslink density to tune the mechanical characteristics of covalently polymeric substances. The concepts discussed can be effectively utilized in the develop­ment of supramolecular polymers. Adjusting the ratio of self-assembling subunits or including a molecular identification pattern in the polymer framework makes it possible to manipulate the material properties with relative ease. The macro­scopic features of polymeric systems can be controlled by rationally designing recognition patterns that use diverse and synergistic supramolecular interactions [72]. Supramolecular interactions are constantly changing and limited by associ­ation/dissociation timeframes. Whether via supramolecular motif stacking or inter­changing molecular recognition, the lifespan of a bonded complex and active and inactive contacts might affect the material’s behavior. Hence, the mechanical charac­teristics of supramolecular materials are influenced by various parameters, including the polymer’s molecular weight (or the effective length of a one-dimensional assembly), the manner of binding, the valency and spacing of interacting units, and both the kinetics and thermodynamics of the binding process. The generation of anisotropy can be achieved through the precise alignment of the components of mate­rials, while the cytocompatibility can be modified by adjusting the binding forces. These capabilities apply to materials with long-range directionality.
3.2.2 Modularity
Systems can be built by conjugating several capabilities, including supramolecular interaction specificity, without affecting thermodynamics, self-assembly, or kine­matics. This enables the development of modular and universally applicable material platforms assembled in a “mix and match” fashion without altering the fundamental material characteristics. Supramolecular materials, such as stacking and polymeric cross-linking motifs, have a modular structure that allows fine-tuned manipulation of composition, bioactivity, functioning, and “multiplexing” signals or targeting groups. Maintaining the character of the supramolecular motif is essential when adopting a mix-and-match strategy; this includes ensuring that all molecules share
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the same equilibrium constant Keq. This strategy has been used for nanoparticles, two-dimensional substrates, and hydrogels to create biomaterials with many func­tions [73]. Modularity in the supramolecular design allows for easy adaptation to various targeting ligands or bioactive epitopes through straightforward adjustments to the formulation ratios of individual components. Large proteins are built using peptide-linked-sheet motifs as linear fiber-building elements (Fig. 5).
Fig. 5 Hydrogels and nanostructures made of recombinant proteins. a Recombinant proteins (fluo­rescent proteins) with a -sheet-fibrillating domain and short oligopeptides can form self-assembling peptide nanostructures with gradated and ratiometric protein integration. b Mixing GFP, dsRed, and eGFP ratio-metrically gives the hydrogel a progressive color. Mutating the sheet-fibrillating fusion domain (Tmut) changes hydrogel color, showing that this domain is important for protein inclusion. Reproduced with permission from Nature Materials [74]