Pharmaceutical Industry Research Articles

Synthetic Development in Inulin Modification and its Applications

: Inulin is a naturally occurring polydisperse and flexible polysaccharide. It is a non-toxic, biocompatible, water-soluble, biodegradable, and affordable polymer. Furthermore, because of its unique properties, inulin has piqued the interest of many researchers. Studies have revealed that inulin demonstrates a broad range of biological activities such as antioxidant, antifungal, antibacterial, anticancer, antidiabetic, and immunological modulating properties in the pharmaceutical industry. Inulin has been demonstrated to function as a sweetener, fat replacer, water-holding agent, thickener, texture modifier, and browning agent in dairy and bakery food items. Inulin has produced EMF, a biofuel that is one of the most desirable gasoline substitutes. Today, inulin is widely used in the chemical, food, and pharmaceutical industries. Chemical modification of inulin is an important methodology for expanding its applications in a variety of fields. This article discusses the numerous synthesis methods used to modify the inulin structure, including conventional and non-conventional methods such as microwave and ultrasonication, as well as the diverse applications of inulin and its derivatives in several industries. This review article seeks to explore the current state of research on synthetic modifications of inulin and its wide array of applications.

Immunization against COVID-19: A Comprehensive Review on the Leading Vaccines

Abstract: The global impact of coronavirus disease (COVID-19) has prompted researchers and scientists to develop effective vaccines to contain the spread of the pandemic. This has led to the deployment of a range of vaccines from different pharmaceutical companies across the globe in a very short span of time. The current article provides a comprehensive record of all the vaccines developed against coronavirus with a specific focus on the mode of action and administration of the vaccines. The article also dwells on the composition, possible side effects and criteria for the choice of individuals for the administration of the vaccines. Vaccines against COVID-19 have been broadly categorized as mRNA vaccines, adenoviral vector-based vaccines and inactivated vaccines. Among the mRNA vaccines, the Pfizer vaccine and Moderna vaccines gained significant popularity. The Oxford Astro Zeneca vaccine and Sputnik V were the most effective viral vector vaccines. Inactivated vaccines such as Covaxin and Sinovac were also significant contributions to contain the pandemic. The review discusses the efficiency of vaccines against the variants of SARS CoV2. The review will provide a clear-cut idea about all kinds of exciting vaccines against COVID-19. At present, where the immediate crisis of the pandemic has been successfully contained, this article acts as a resource for future public health endeavors, policy makers, health care professionals and the general public to understand the diversity of COVID-19 vaccines.

Revolutionizing Skin Cancer Treatment: The Rise of PD-1/PDL-1 and CTLA-4 as Key Therapeutic Targets.

Skin cancer is a significant health concern, affecting millions of individuals globally on an annual basis. According to data from the World Health Organization, it stands as the most prevalent form of cancer within the white population. Current treatments for skin cancer typically involve a combination of chemotherapy, radiation therapy, and surgery. However, these methods often come with drawbacks, such as side effects and potential scarring. Therefore, there is a growing need for alternative treatments that can offer effective results with fewer adverse effects, driving ongoing research in skin cancer therapy. The advancement of immune checkpoint inhibitors has been facilitated by a more profound comprehension of the interplay between tumors and the immune system, along with the regulatory mechanisms governing T-cells. As cancer treatment continues to evolve, immunotherapy is emerging as a powerful strategy, leading to a growing interest in the role of immunological checkpoints in skin cancer. Various types of immune checkpoints and their expression, including PD-1, PDL-1, CTLA-4, lymphocyte activation gene 3, and B7-H3, along with their blockers and monoclonal antibodies, have been established for various cancers. PD-1, PDL-1, and CTLA-4 are crucial immune system regulators, acting as brakes to prevent T-- cell overactivation and potential autoimmunity. However, tumors can exploit these checkpoints to evade immune detection. Inhibiting these immune checkpoints can enhance the body's ability to recognize and attack cancer cells. This review focuses on the characteristics of PD-1, PDL-1, and CTLA-4 immune checkpoints, their mechanism of action, and their role in skin cancer. Additionally, it summarizes the ongoing clinical trials sponsored or conducted by various pharmaceutical companies and provides insights into the latest patent data.

Automation of Drug Discovery through Cutting-edge In-silico Research in Pharmaceuticals: Challenges and Future Scope.

The rapidity and high-throughput nature of in silico technologies make them advantageous for predicting the properties of a large array of substances. In silico approaches can be used for compounds intended for synthesis at the beginning of drug development when there is either no or very little compound available. In silico approaches can be used for impurities or degradation products. Quantifying drugs and related substances (RS) with pharmaceutical drug analysis (PDA) can also improve drug discovery (DD) by providing additional avenues to pursue. Potential future applications of PDA include combining it with other methods to make insilico predictions about drugs and RS. One possible outcome of this is a determination of the drug potential of nontoxic RS. ADME estimation, QSAR research, molecular docking, bioactivity prediction, and toxicity testing all involve impurity profiling. Before committing to DD, RS with minimal toxicity can be utilised in silico. The efficacy of molecular docking in getting a medication to market is still debated despite its refinement and improvement. Biomedical labs and pharmaceutical companies were hesitant to adopt molecular docking algorithms for drug screening despite their decades of development and improvement. Despite the widespread use of "force fields" to represent the energy exerted within and between molecules, it has been impossible to reliably predict or compute the binding affinities between proteins and potential binding medications.

Opportunities and Challenges for Use of Minipigs in Nonclinical Pharmaceutical Development: Results of a Follow-Up IQ DruSafe Survey

Minipigs are valid nonrodent species infrequently utilized for pharmaceutical research and development (R&D) compared with dogs or nonhuman primates (NHPs). A 2022 IQ DruSafe survey revealed a modest increase in minipig use by pharmaceutical companies compared with a prior 2014 survey, primarily in the development of oral small molecules and parenteral protein molecules. Some companies considered using minipigs more often due to NHP shortages and regional ethical concerns with using NHPs and dogs. However, for most pharmaceutical companies, minipigs still represent ≤5% of their nonrodent animal use. Key challenges noted by companies to wider adoption of minipigs were high test article requirement, limited historical control data, and lack of relevant reagents or assays. Additionally, some companies expressed uncertainties about contract research organization (CRO) capabilities and experience, a perception not shared by respondent CROs. These latest survey results indicate persistence of many concerns previously identified in 2014. Several case studies are included to illustrate areas of expanded minipig use as well as the challenges that hinder broader adoption. Ongoing, focused, and industry-wide initiatives to address the identified or perceived challenges may lead to more frequent or routine consideration of minipigs as a test species in pharmaceutical R&D.

Construction of rhodamine-based fluorescent sensor for fast, on-site quantitative detection of hazardous salicylic acid in practical sample analysis

Salicylic acid (SA) is widely used in food storage, preservatives, additives, healthcare, and the pharmaceutical industry. However, various poisoning symptoms are frequently reported upon ingestion of a large amount of SA. Therefore, discovering new tools for sensing SA with fast, simple, and portable performance is imperative. Herein, five rhodamine-based fluorescent sensors were constructed, and investigated their SA detection profiles. Probe 1 was excellent selective with a rapid response, highly sensitive (LOD = 2.5 μM), good interference resistance, and unaided eye recognition. The spray experiment and paper-based test strips indicating that probe 1 enables to the on-site and quantitatively detect SA on actual food surfaces by using a smartphone identifying the RGB values. The sensing performance was validated in soil samples, water, and various agricultural food samples. Overall, the constructed SA sensor can function as a promising, convenient, and affordable tool for point-of-care detection of SA in diversiform environmental samples.

Encapsulation of Antarctic krill peptide by polysaccharide-based nanoparticles: Preparation, characterization, evaluation of stability and hypoglycemic activity

The aim of this study was to construct a chitosan quaternary ammonium salt (HTCC)/sodium alginate (SA) nanoparticle delivery system for the encapsulation of Antarctic krill peptide (AKP), with the goal of enhancing its stability and post-digestive hypoglycemic activity. Additionally, the effect of the content and encapsulation sequence of HTCC/SA on the structure and properties of AKP-loaded nanoparticles (AKP-loaded NPs) was investigated. As the content of the outermost wall material (HTCC) increased, the particle size of nanoparticles initially increased and then decreased. Concurrently, the zeta potential showed a trend of increase, ranging from -38.77 to 46.07 mV. When SA was used as the outermost wall material, the nanoparticles exhibited a smaller particle size (240.1 nm) and better dispersibility. Electrostatic interaction and hydrogen bonding were the major forces involved in the formation of AKP-loaded NPs. X-ray diffraction revealed that AKP was successfully encapsulated in an amorphous state. Scanning electron microscopy showed that AKP-loaded NPs had an elliptical or blocky appearance. Moreover, AKP-loaded NPs demonstrated good storage and temperature stability, while nanoparticles with HTCC in the outermost layer (HTCC:SA=2:1) showed good pH and ionic stability. During simulated digestion, AKP-loaded NPs inhibited the release of AKP in gastric fluid. Consequently, the hypoglycemic activity of digested AKP-loaded NPs was remarkably higher than unencapsulated AKP. Notably, the nanoparticles with HTCC in the outermost layer provided superior hypoglycemic activity. In summary, the polysaccharide-based delivery system exhibited great potential to improve the stability and post-digestive hypoglycemic activity of AKP, broadening its applications in the food and pharmaceutical industries.

Characterization of bioactive compounds, antioxidants and antimicrobial properties of Allagoptera leucocalyx

Allagoptera leucocalyx is a non-studied tropical fruit distributed in the Bolivian Chiquitania region. This study aimed to investigate its bioactive compounds as well as its antioxidant and antimicrobial properties to encourage its consumption and explore potential applications in various industries. The bioactive compounds: polyphenols, flavonoids, and anthocyanins were determined by the Folin-Ciocalteu, AlCl3, and differential pH methods. Antioxidant activity was assessed by the DPPH● and ABTS● assays, while antimicrobial activity by turbidimetry and antibiogram. The highest results obtained revealed significant levels of polyphenols (209 ± 12 mg GAE/100 g), and flavonoids (7.9 ± 0.1 mg QE/100 g). Moreover, the fruit exhibit antioxidant activity (9.3 ± 0.2 μmol Trolox/g by ABTS● and 5.9 ± 0.2 μmol Trolox/g by DPPH●) and antimicrobial activity against Shigella sp. In conclusion, these promising findings suggest that this fruit could be utilized in the development of new products within the cosmetic, food, and pharmaceutical industries.

Starch-based encapsulation to enhance probiotic viability in simulated digestion conditions

This research aims to meet the demand for efficient delivery systems in the food, nutraceutical, and pharmaceutical industries. The study involved the synthesis of starch-based nanoparticles for potential application in the encapsulation of Lactobacillus rhamnosus. Various techniques such as zeta sizer, Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), and scanning electron microscopy (SEM) were used to characterize the encapsulated probiotics in microbeads. The results showed 85.00 % encapsulation efficiency of beads. Microscopic analysis revealed that the probiotics accumulated within the wall material and formed small, smooth polygonal granules on the capsule surface. XRD analysis confirmed the presence of amorphous humps and some crystallinity of nanoparticles in the capsules. Moreover, encapsulation significantly improved probiotic viability under simulated gastrointestinal conditions. This study highlights the potential of starch-based nanoparticles to enhance the stability and viability of probiotics, demonstrating their potential applications across various industrial sectors. Further research should focus on investigating the long-term stability and functional efficacy of encapsulated probiotics in microbeads for real-world applications.

Manganese Oxide-Doped Graphitic Carbon Nitride-Based 2D Material as Nanozyme for the Colorimetric Sensing of Ascorbic Acid

Ascorbic acid is a key player in the human body, pharmaceutical industry, and food industry. It is involved in many physiological processes, and its deficiency or excess amount is linked to many pathological conditions, which makes it essential to monitor its concentration. In the current work, graphitic carbon nitride (g-C3N4) and manganese oxide-doped graphitic carbon nitride (g-C3N4@MnO2) were synthesized through the pyrolysis process. Various characterization techniques, including spectroscopic, diffraction, thermal, and imaging methods, were employed to analyse the material's structural, compositional, and morphological properties. The surface chemical state of the material through X-ray photoelectron spectroscopy confirmed that manganese was present in its tetravalent state, anchoring with nitrogen in the two-dimensional g-C3N4. The synthesized g-C3N4@MnO2 demonstrated intrinsic peroxidase-like activity visualized through the naked eye by the transformation of 3,3′,5,5′-tetramethylbenzidine (TMB) to oxiTMB and confirmed through a UV-Vis spectrophotometer. The detection of ascorbic acid was performed through the peroxidase inhibitory action of the analyte through a chromogenic substrate, which reduced the oxiTMB to a colorless form. Under the optimized conditions, the sensor system was able to detect the analyte in the linear range of 1 to 80µM with a 0.16μM LOD, 0.53µM LOQ, and an R2 value of 0.9982. The sensor system, along with its sensitivity and linearity, was very selective in the presence of various potential interfering species. The sensor was successfully employed for the sensing of ascorbic acid in real samples with excellent reproducibility. The proposed sensor can be used in diagnosis, pharmaceutical applications, and the food industry.

Numerical study of entropy production and EMHD effects in a peristaltic motion of Prandtl fluid with solid particles and porous medium

Particulate-fluid flow involving chemical reactions plays a crucial role in pharmaceutical manufacturing, catalytic converters, and combustion processes. This research focuses on the analysis of mass and thermal transfer, highlighting the influence of electroosmosis and magnetic forces on the flow of Prandtl fluid through a peristaltic porous micro-channel. In addition, the multiphase flow attitude, affected by chemical reactions, is extensively examined. The flow model is formulated by utilizing the lubrication theory estimation, integrating lengthy-wavelength and creeping flow approximation to simplify the considered problem. To further simplify the problem, Debye linearization is used, resulting in a set of two ordinary differential equations. The outcomes indicate that velocity drops with rising magnetic field, while it enhances with the Helmholtz-Smoluchowski velocity coefficient. Furthermore, thermal distribution increases with greater concentrations of solid fragments and greater magnetic field. These findings provide valuable insights into optimizing mass and thermal conveyance in peristaltic problems, with potential appliances spanning numerous industrial and biomedical areas.

Enrichment of polyphenols from Cinnamomum camphora seed kernel by macroporous adsorption resins and evaluation of its antioxidant and enzyme inhibitory activities

The Cinnamomum camphora seed kernel (CCSK) has potential as a natural source of bioactive phenolics. However, there is limited information on the recovery and characteristics of polyphenols from the by-product of CCSK after oil extraction. In this study, an efficient macroporous adsorption resin technology was established to enrich polyphenols from CCSK (CCSK-P). HJ-18 resin was found as the most appropriate adsorbent because of its highest adsorption/desorption capacity for CCSK-P. The pseudo-second-order kinetic and Freundlich isotherm models better described the whole adsorption process. The adsorption process was spontaneous, physical, and dominated by multilinear intraparticle diffusion. The optimum enrichment procedure of CCSK-P on HJ-18 resin was as follows: for adsorption, loading flow rate and sample volume were 1.5 BV/h, and 4.79 BV, respectively; for desorption, the eluent type, elution flow rate and volume were 80% ethanol, 3.0 BV/h and 8 BV, respectively. After one-step large-scale enrichment, the total polyphenol content of CCSK-P was increased 7.11-fold with a recovery of 81.07%. Moreover, enriched CCSK-P showed significantly higher scavenging ability against DPPH radical and ABTS radical and higher inhibitory activity against α-amylase and α-glucosidase. In conclusion, CCSK-P was well enriched by HJ-18 resin and exhibited good antioxidant and enzyme inhibition activity, which may be applied in the food, cosmetic and pharmacy industries. This study provides a meaningful guidance for the industrial enrichment of polyphenols from CCSK.

Bacteriocin CM175, a new high molecular weight and phage associated protein produced by Pediococcus pentosaceus CM175

Bacteriocins are proteins with antimicrobial capacity produced by different bacteria. Developing bacteriocin-based technologies could be an effective strategy to address current problems in the pharmaceutical and food industries, including limited therapeutic options against superbug infections, foodborne diseases, and food spoilage microorganisms. The lactic acid bacteria Pediococcus pentosaceus are known producers of bacteriocins. Particularly, Ped. pentosaceus strain CM175 has been reported to produce an uncharacterized bacteriocin-like inhibitory substance (BLIS) with an interesting antibacterial spectrum against Gram-positive and -negative pathogenic bacteria. The objective of the present study was to explore whether the BLIS produced by CM175 contains at least one bacteriocin, and identify it. Our results showed that the CM175 strain produced a non-previously characterized antimicrobial protein of 49 kDa identified by mass spectrometry as a phage-related protein, named bacteriocin CM175. Through fluorescence and transmission electron microscopies, it was demonstrated that bacteriocin CM175 damages the cell membrane integrity of Listeria monocytogenes through a non-lytic mechanism. Bacteriocin CM175 is the first high molecular weight and phage protein-like bacteriocin reported in Ped. pentosaceus. The results of this study open the possibility of exploring various applications directly related to the antimicrobial potential of bacteriocin CM175, including the development of antibiotics, and disinfectants.

Physicochemical and processing properties and in vitro fecal fermentation characteristics of Prunus cerasifera Ehrhart polysaccharide

Prunus cerasifera Ehrhart fruit polysaccharide (PCP) was obtained after determining the optimal extraction conditions for complex enzyme-assisted hot buffer extraction based on single-factor experiments and response surface methodology, followed by characterization of its physicochemical, processing, rheological, and biological properties. PCP was a thermally stable carbohydrate with acidic functional groups and a molecular weight of 1398.69 kDa, exhibiting smooth, dense flake and honeycomb network microstructures. PCP had favorable hygroscopicity, moisturizing properties, water and oil-holding capacity, proemulsification capability, and in vitro antioxidant activity. The apparent viscosity of PCP in an aqueous system was dependent on concentration and temperature and was altered by the variety and amount of metal ions added; its aqueous solutions exhibited strong viscosity and hydrogel-forming tendencies at suitable concentrations, along with excellent hydrogel properties after gelation. Furthermore, PCP favored the growth of beneficial gut microbiota and associated microbes responsible for producing essential short-chain fatty acids. Overall, PCP displayed high potential as a multifunctional additive for applications in the food, pharmaceutical, and cosmetic industries.

Degradation of (1→3)(1→6)-α-D-dextran by ultrasound: Molecular weight, viscosity and kinetics

The (1→3)(1→6)-α-D-dextran (alternating dextran) produced by Leuconostoc citreum SK24.002 is a novel functional exopolysaccharide, and its low molecular weight derivatives have potential applications in the food, pharmaceutical, and chemical industries. In this work, we used sonication, a green polysaccharide disruption method, to study the degradation process of this dextran by changing the intensity and duration of the sonication treatment and the concentration of the dextran solution. The molecular weight and viscosity of the dextran products were measured with a high-performance size exclusion column chromatography–multi-angle laser light scattering–refractive index system and by rheometry, respectively. The degradation efficiency of dextran was directly affected by the duration and intensity of the ultrasonic treatment and the concentration of the dextran solution. The polydispersity index fluctuated as the duration of the sonication treatment increased. The combination of a high intensity (672 W/cm2) and long (120 min) sonication treatment and a low solution concentration (3 g dextran/100 mL) was most effective for reducing the apparent and complex viscosities of dextran. The storage modulus of dextran was always slightly larger than its loss modulus, indicating that it formed a gel-like structure. The second-order kinetic model (1/Mwt - 1/Mw0 = kt) was the best fit to explain the degradation dynamics of dextran by sonication at intensities of 168 W/cm2–834 W/cm2 and with dextran solution concentrations of 1 g/100 mL – 7 g/100 mL. Our findings show that sonication is an effective way to reduce the molecular weight of alternating dextran.

Review on Hydrogel Based Systems and their use in Drug Delivery for Wound Healing & Wound Management

Abstract: The largest organ of the human body, the skin, shields the body from the outside environment. Despite having a great capacity for regeneration, major skin abnormalities cannot heal on their own and must be covered with artificial skin. In recent years, significant advancements have been achieved in the area of skin tissue engineering to create novel skin replacements. Because of their porous as well as moisturized polymeric structural composition, hydrogels are one of the choices with the greatest ability to imitate the natural skin microenvironment. Naturally derived polymers, synthesized polymers, polymerizable synthetic monomolecules, as well as mixtures of natural and synthesized polymers, can all be used to create hydrogels. They can be used to assist in the regeneration as well as repair of the wounded dermis, epidermis or else both by dressing various wounds permanently or temporarily. Hydrogels possess distinct properties like lightweight, stretchable, biocompatible, and biodegradable; they have the potential to be incorporated as flexible solutions for the care of chronic wounds. Additionally, these characteristics make hydrogels appropriate for use in the pharmaceutical and medical industries. Physical, chemical, and hybrid bonding are all involved in the creation of hydrogels. Several processes, including solution casting, solution mixing, bulk crosslinking polymerization, the free radical mechanism, radiation therapy, and the development of interpenetrating networks, are used to create the bonding. This review primarily focuses on the type of wounds with phases in wound healing and the many kinds of hydrogels based on cross-linking, ionic charge, physical properties, source etc., and it also describes potential fabrication techniques for hydrogel design in biomedical applications, drug delivery as well as wound management hydrogel systems. Hydrogel-based systems for wound recovery and management are described, as well as current research & future prospective of hydrogel-based drug delivery systems in wound healing for topical applications.

Automation of Biochemical Assays Using an Open-sourced, Inexpensive Robotic Liquid Handler.

High Throughput Screening is crucial in pharmaceutical companies for efficient testing in drug discovery and development. Our Vaccines Analytical Research and Development Department (V-AR&D) extensively uses Robotic Liquid Handlers in their High Throughput Analytics (HTA) group for assay development and sample screening. However, these instruments are expensive and require extensive training. Opentrons' OT-2 liquid handler offers a more affordable option (< $10,000) with Python programming language and open-source flexibility, reducing training requirements. OT-2 allows broadening of testing capabilities and method transfer without significant capital investments. Two biochemical assays were conducted to assess OT-2′s performance, and it demonstrated accurate pipetting with low covariance compared to Tecan-EVO liquid handlers. Though OT-2 has some limitations such as lack of a crash detection system and limited deck space, it is a cost-effective, medium-throughput, and accurate liquid handling tool suitable for early-stage development and method transfer.

Cubosomes hydrogel containing silver based organometallic compounds for enhanced wound healing of burns: In vitro and in vivo studies

The aim of this study is to investigate the treatment of burn wounds and bacterial infections, specifically focusing on silver(I) N-heterocyclic carbene (Ag-NHC) loaded into cubosomes. Ag-NHC is an organometallic complex of silver (Ag) and can be considered an active pharmaceutical ingredient for the topical treatment of burns. A novel nanoparticle system, cubosome dispersions, was formulated using high pressure homogenization methods with different concentrations of lipid phase glyceryl monooleate (GMO), surfactants such as poloxamer 407 (F-127), and polyvinyl alcohol (PVA). The optimized formulation (U6) was characterized by in vitro drug release profile (90.54 ± 1.17 %), particle size (126.7 ± 0.98 nm), zeta potential (−21.6 ± 6.83 mV), entrapment efficiency (89.30 ± 1.46 %), and morphology as observed by transmission electron microscopy (TEM). The U6 formulation was incorporated into a hydrogel containing Carbopol 940 to form a cubosomal hydrogel (cubogel). The cubogel was characterized by the in vitro release of Ag-NHC (92 %), entrapment efficiency (>90 %), pH (5.3), viscosity (1.2 cP), spreadability, and TEM. From the in vitro drug release pattern, it was concluded that the U6 formulation showed slow and sustained drug release over 24 h, and demonstrated superior burn healing compared to marketed products. The in vivo wound healing study revealed that the cubogel demonstrated a superior burn healing rate compared to commercially available products (Quench® and Clotrimazole®). The in vivo histopathological results showed that the prepared cubogel was effective in treating second-degree burns, with no side effects or skin irritation, compared to commercial products. Additionally, Ag-NHC-loaded cubogel facilitated sustained release for treating burn wounds without any bacterial infections. The current findings provide a strong basis for the initiating phase 0 clinal trials, highlighting significant potential for the further research to benefit the pharmaceutical industry.

The Impact of Carrageenan on Pharmascience

Abstract: Carrageenan (CG) a sulfated polysaccharide (SP) is produced using a variety of seaweeds from the Rhodophyceae family. This type of seaweed is available in areas, like the Atlantic Ocean close to Great Britain, Europe, and North America. Carrageenan has been permitted for the use as food items with the European additive E-number E407. Carrageenan is a widely used polysaccharide derived from red seaweed and is known for its various applications in the chemical, biological, and pharmaceutical fields. It delves into its versatile applications across various sub areas, spanning from the food to the pharmaceutical industry. A significant emphasis is placed on the intricate roles of carrageenan in pharmaceutical science, where it serves as both a drug carrier agent and an active ingredient, owing to its noteworthy biological activity. This review aims to provide a comprehensive overview of carrageenan's versatile applications, with a focus on its chemical properties, biological activities, and pharmaceutical uses. The pharmaceutical applications of carrageenan are further categorized into various subparts, including its role in treating diseases and its use in drug delivery systems, such as topical, oral, nasal, and unconventional routes. The review also incorporates the most recent developments in clinical trials involving carrageenan and its updated applications, drawing from authoritative sources. This comprehensive analysis aims to offer readers a clear understanding of carrageenan's multifaceted nature and its evolving significance in diverse industries.

Comprehensive applications of the artificial intelligence technology in new drug research and development.

Target-based strategy is a prevalent means of drug research and development (R&D), since targets provide effector molecules of drug action and offer the foundation of pharmacological investigation. Recently, the artificial intelligence (AI) technology has been utilized in various stages of drug R&D, where AI-assisted experimental methods show higher efficiency than sole experimental ones. It is a critical need to give a comprehensive review of AI applications in drug R &D for biopharmaceutical field. Relevant literatures about AI-assisted drug R&D were collected from the public databases (Including Google Scholar, Web of Science, PubMed, IEEE Xplore Digital Library, Springer, and ScienceDirect) through a keyword searching strategy with the following terms [("Artificial Intelligence" OR "Knowledge Graph" OR "Machine Learning") AND ("Drug Target Identification" OR "New Drug Development")]. In this review, we first introduced common strategies and novel trends of drug R&D, followed by characteristic description of AI algorithms widely used in drug R&D. Subsequently, we depicted detailed applications of AI algorithms in target identification, lead compound identification and optimization, drug repurposing, and drug analytical platform construction. Finally, we discussed the challenges and prospects of AI-assisted methods for drug discovery. Collectively, this review provides comprehensive overview of AI applications in drug R&D and presents future perspectives for biopharmaceutical field, which may promote the development of drug industry.