Novel Drug Delivery Systems

  • Abstract
  • Literature Map
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon
Take notes icon Take Notes

Concepts and System Design for the Rate-Controlled Drug Delivery Fundamentals of Rate-Controlled Drug Delivery Oral Drug Delivery and Delivery Systems Mucosal Drug Delivery: Potential Routes for Noninvasive Systemic Administration Nasal Drug Delivery and Delivery Systems Ocular Drug Delivery and Delivery Systems Transdermal Drug Delivery and Delivery Systems Parenteral Drug Delivery and Delivery Systems Vaginal Drug Delivery and Delivery Systems Intrauterine Drug Delivery and Delivery Systems Systemic Delivery of Peptide-Based Pharmaceuticals Regulatory Considerations in Controlled Drug Delivery

Similar Papers
  • PDF Download Icon
  • Research Article
  • Cite Count Icon 591
  • 10.1186/s40824-020-00190-7
Recent advances in polymeric drug delivery systems
  • Jun 6, 2020
  • Biomaterials Research
  • Yong Kiel Sung + 1 more

BackgroundPolymeric drug delivery systems have been achieved great development in the last two decades. Polymeric drug delivery has defined as a formulation or a device that enables the introduction of a therapeutic substance into the body. Biodegradable and bio-reducible polymers make the magic possible choice for lot of new drug delivery systems. The future prospects of the research for practical applications has required for the development in the field.Main bodyNatural polymers such as arginine, chitosan, dextrin, polysaccharides, poly (glycolic acid), poly (lactic acid), and hyaluronic acid have been treated for polymeric drug delivery systems. Synthetic polymers such as poly (2-hydroxyethyl methacrylate), poly(N-isopropyl acrylamide)s, poly(ethylenimine)s, dendritic polymers, biodegradable and bio-absorbable polymers have been also discussed for polymeric drug delivery. Targeting polymeric drug delivery, biomimetic and bio-related polymeric systems, and drug-free macromolecular therapeutics have also treated for polymeric drug delivery. In polymeric gene delivery systems, virial vectors and non-virial vectors for gene delivery have briefly analyzed. The systems of non-virial vectors for gene delivery are polyethylenimine derivatives, polyethylenimine copolymers, and polyethylenimine conjugated bio-reducible polymers, and the systems of virial vectors are DNA conjugates and RNA conjugates for gene delivery.ConclusionThe development of polymeric drug delivery systems that have based on natural and synthetic polymers are rapidly emerging to pharmaceutical fields. The fruitful progresses have made in the application of biocompatible and bio-related copolymers and dendrimers to cancer treatment, including their use as delivery systems for potent anticancer drugs. Combining perspectives from the synthetic and biological fields will provide a new paradigm for the design of polymeric drug and gene delivery systems.

  • PDF Download Icon
  • Research Article
  • 10.11603/2312-0967.2016.3.6822
СУЧАСНИЙ СТАН СТВОРЕННЯ, ВИРОБНИЦТВА ТА ДОСЛІДЖЕННЯ ТАБЛЕТОВАНИХ ЛІКАРСЬКИХ ПРЕПАРАТІВ. Повідомлення 24. Осмотичні системи вивільнення та доставки лікарських речовин: розробка, характеристика та їх класифікація
  • Oct 28, 2016
  • Фармацевтичний часопис
  • M B Demchuk + 3 more

Проведено огляд літературних джерел щодо розробки та дослідження осмотичних систем вивільнення та доставки лікарських речовин

  • Book Chapter
  • 10.1201/b14196-10
Vaginal Drug Delivery and Delivery Systems
  • Oct 31, 1991

Vaginal Drug Delivery and Delivery Systems

  • Research Article
  • Cite Count Icon 5
  • 10.1016/j.medengphy.2022.103859
A comparison between the effect of systemic and coated drug delivery in osteoporotic bone after dental implantation.
  • Sep 1, 2022
  • Medical Engineering & Physics
  • Mehran Ashrafi + 2 more

A comparison between the effect of systemic and coated drug delivery in osteoporotic bone after dental implantation.

  • Book Chapter
  • Cite Count Icon 5
  • 10.1201/b14196-9
Parenteral Drug Delivery and Delivery Systems
  • Oct 31, 1991

Parenteral Drug Delivery and Delivery Systems

  • Research Article
  • Cite Count Icon 21
  • 10.4155/tde.10.43
Crossing Barriers From blood-to-brain and academia-to-industry
  • Oct 1, 2010
  • Therapeutic Delivery
  • Pieter J Gaillard

Crossing Barriers From blood-to-brain and academia-to-industry

  • Research Article
  • Cite Count Icon 137
  • 10.1080/03639040802026012
Polymers for Mucoadhesive Drug Delivery System: A Current Status
  • Jan 1, 2008
  • Drug Development and Industrial Pharmacy
  • G S Asane + 5 more

To overcome the relatively short gastrointestinal (GI) time and improve localization for oral controlled or sustained release drug delivery systems, bioadhesive polymers that adhere to the mucin/epithelial surface are effective and lead to significant improvement in oral drug delivery. Improvements are also expected for other mucus-covered sites of drug administration. Bioadhesive polymers find application in the eye, nose, and vaginal cavity as well as in the GI tract, including the buccal cavity and rectum. This article lays emphasis mainly on mucoadhesive polymers, their properties, and their applications in buccal, ocular, nasal, and vaginal drug delivery systems with its evaluation methods.

  • Research Article
  • Cite Count Icon 13
  • 10.1002/adfm.202108838
Advances in Drug Delivery and Theranostics
  • Oct 1, 2021
  • Advanced Functional Materials
  • Joseph Kost + 2 more

Drug delivery systems (DDS) have been the focus of intense research for several decades. Many approaches and strategies have been employed over the years, further expanding this field. For example, the advancements towards targeted drug delivery (TDD) enabled the use of DDS for diagnostic purposes. In addition, DDS research has provided the foundation for tissue engineering and theranostic systems (therapeutic systems with diagnostic properties). Drug delivery research has yielded many successes over the years with a significant amount of therapeutic and diagnostic products out in the market. Nevertheless, many challenges still remain. Herein, in this special edition, we asked various experts to review recent advancements in their field of expertise and report their latest findings. The special edition is well balanced and is comprised of 60% reviews and 40% research articles. One may find up-to-date reviews on advancements made in biomaterials, noninvasive drug delivery, drug conjugations, biosensors, diagnostics, implantable and ingestible devices, nanomaterials, cancer treatment, and endosome-derived vesicles. Additionally, research articles are provided, describing advanced new designs of microneedles (MNs), approaches to enhance tissue engineering capabilities, biomaterials, and DDS. The global market of protein- and nucleotide- based pharmaceutics accounted for $643 million in 2016, and is anticipated to reach over $8000 million by 2028. However, the use of these therapeutics is hindered by issues of immunogenicity, high molecular weight, fast renal clearance, and enzymatic degradation. For these reasons, to date, monoclonal antibodies (mAbs) are administered only via injection. Considering that, Angsantikul et al. propose the use of ionic liquid and eutectic solvent for the oral delivery of mAbs (article number 2002912). Their system reduced the mucosal viscosity and enhanced the paracellular transport of TNFα antibody in vitro. Additionally, Rondon and colleagues review the latest advancements in polymer chemistry and protein engineering in order to overcome part of these limitations (article number 2101633). Another approach to overcome these limitations is by using antibody-drug conjugates (ADCs). Accordingly, Firer and Luboshits review the recent developments employed in ADCs for the treatment of hematological malignancies (article number 2100032). They focus on the important link between the biology of the ADC and clinical efficacy, highlighting newer developments that strengthen this link to provide long-term clinical benefits. One of the most important purposes of drug delivery is achieving TDD. Dacoba and colleagues provide an overview on the concepts of passive and active targeting while exploring current venues for nanotechnology to solve the problems associated with drug delivery (article number 2009860). TDD is especially important for cancer therapy since killing cancerous cells is quite facile, but killing only cancerous cells is extremely challenging. Fu et al. review the latest strategies employed to overcome the barriers of chimeric antigen receptor T cells therapy in solid tumors (article number 2009489). Brain therapy is another challenging route for drug delivery requiring specific TDD system. To this end, Buaron et al. have developed a novel pectic galactan-based gene therapy approach that targets reactive gliosis via specific carbohydrate interaction between galactan and Gal-3 (article number 2100643). Their biocompatible pectin galatcan-plasmid DNA complexes were selectively transfected to glial cells in cortical lesions. Moreover, Avital et al. report their interesting application for nanosized DDS—foliar delivery of siRNA for treating grapevine leafroll associated virus-3 (GLRaV-3) infection that causes major economic losses (article number 2101003). By exploiting a lipid-modified polyethylenimine carrier, they show that a single dose can knock down GLRaV-3 titer, and multiple doses keeps the viral titer at baseline, which triggers the recovery of the vine and berries. Another important aspect of drug delivery research is the development of noninvasive drug administration routes. Rahamim and Azagury review the origins of biomimetic, bioinspired, and bioengineered noninvasive DDS and achievements made in the last decade (article number 2102033). Additionally, Zhang et al. review advances in DDS that access the ear through the tympanic membrane (article number 2008701). Transdermal drug delivery is one of the most used noninvasive drug delivery routes. An exciting approach for transdermal drug delivery is microneedles (MNs). Puigmal and colleagues propose applying MNs array to treat severe burns that simultaneously sample immune cells in the interstitial fluid to diagnose the response (article number 2100128). Their MNs design enables the local delivery of pharmaceutics—the chemokine CCL22 and the cytokine IL-2—thus increasing local immuno-suppression. They found that the immune cell population in the allograft and MN were similar so they can be harvested from the MN for downstream analysis. Moreover, Li et al. have also proposed an improved MNs design where they use a biphasic dissolvable MN patch with water-insoluble backing in order to tackle insufficient drug delivery with MN (article number 2103359). Their new design enables a drug delivery efficiency of >90% into the skin within 5 min. Biomaterials are the building blocks of drug delivery, diagnostics, and tissue engineering research. Therefore, there is an ever-growing need for novel biomaterials with new functionalities and improved properties. To this end, Arun et al. present an exclusive coverage of biocompatible injectable pasty or liquid polymers without the use of any solvent for drug delivery and regenerative medicine applications (article number 2010284). Moreover, Khait et al. review novel biomaterial-based strategies used to modulate the immune response post ischemic stroke while providing their perspective on the potential clinical translation of these therapies (article number 2010674). Additionally, Redenski et al. developed a new composite tissue made of soft-tissue matrices and decellularized bone for bone defect repair (article number 2008687). The use of their novel tissue composite supported a long-term bone defect repair, as well as muscle defect bridging. These aforementioned applications and additional applications use cell-based therapeutics. The major obstacles of cell-based therapeutics are their low yields (i.e., difficult to scale-up), insufficient drug loading, and inconsistencies. For this reason, Guo et al. have developed a scaled-up and facile magnetic-based extrusion method for preparing endosome-derived vesicles (article number 2008326). An additional application of diagnostics and therapeutics is implantable and ingestible devices. In this special edition, Yang and colleagues provide an up-to-date review on the state-of-the-art of powering technologies for implantable and ingestible electronics—one of the greatest challenges for ingestible devices (article number 2009289). Welch et al. have focused their review on the complex hierarchical nano-structures and nano-materials used in biosensors and diagnostic technologies (article number 2104126). Additionally, they discuss their unique advantages and clinical applications while proposing future directions. In this special edition Nakonechny and Nisnevitch provide an up-to-date review focused on ultrasound applications used to combat infections caused by microorganisms, and to promote the local release of antimicrobial drugs from liposomes and medical implants (article number 2011042). Precise and well-controlled scaffolds are highly desired for tissue engineering and regenerative medicine purposes. For example, Dubay et al. review the recent achievements of single-cell microgels and their potential alternatives, which are used when single cell resolution is needed, for example—modular bio-inks and 3D cellular microenvironments (article number 2009946). Another challenge for implantable devices is a foreign body response (FBR). Kutner et al. review the recent advantageous technologies used to overcome the FBR effect via surface modifications and localized DDS (article number 2010929). One such surface modification is reported by Israeli et al. who developed a general and versatile technology to engineer light-responsive protein-based biomaterials (article number 2011276). These novel biomaterials—consist of azobenzene containing elastin-like polypeptides—are capable of forming self-assembled nanostructures and exhibit a reversible, light-mediated phase transition, with up to a 12 °C difference in the transition temperature. We are certain that this assemblage of reviews and research papers on the use of DDS for therapeutic and diagnostic purposes is of high interest for anyone working in this field. It provides up-to-date reviews on state-of-the-art topics and research papers with promising results to further propel drug delivery research. Understanding what has been done in the past, while learning of new approaches and techniques, is crucial for any scholar who wishes to advance their personal research. Joseph Kost D.Sc. is a University Distinguished Professor, he holds The Abraham and Bessie Zacks Chair in Biomedical Engineering and was the Dean of the Faculty of Engineering Sciences at Ben-Gurion University of the Negev (BGU). He is a member of AIMBE, NAE, CRS, and the Israel Academy of Sciences and Humanities. His research interests are in the fields of biomedical engineering, biomaterials science, controlled drug delivery, gene therapy, and ultrasound. Edith Mathiowitz is a full Professor of Medical Science and Engineering at Brown University, Department of Department of Pathology and Laboratory Medicine. She Is an AIMBE, CRS, and NAI fellow member. She founded and directed the ABC/Biotechnology Graduate Program at Brown. Her interdisciplinary research is focused on developing smart oral bioadhesive delivery systems and novel insights in polymer morphology. Her laboratory serves as an incubator for several start-up companies such as Spherics, Perosphere, and Therapyx. Aharon (Roni) Azagury is an Assistant Professor in the Department of Chemical and Biotechnology Engineering in Ariel University. He received his PhD in chemical engineering from BGU. He is a member of the CRS, ICRS, and NAI societies. His current research focuses on developing novel noninvasive biomimetic and bioinspired drug delivery systems.

  • Book Chapter
  • Cite Count Icon 16
  • 10.1016/b978-0-12-819659-5.00010-0
Chapter 10 - Polymers in Vaginal Drug Delivery: Recent Advancements
  • Oct 9, 2020
  • Applications of Polymers in Drug Delivery
  • Manisha S Lalan + 2 more

Chapter 10 - Polymers in Vaginal Drug Delivery: Recent Advancements

  • Research Article
  • Cite Count Icon 115
  • 10.3109/03639045.2011.623355
Vaginal mucoadhesive drug delivery systems
  • Oct 15, 2011
  • Drug Development and Industrial Pharmacy
  • Raphaela Regina De Araújo Pereira + 1 more

Background: The vaginal mucosal cavity is a feasible, safe, very attractive site for drug delivery and highly dynamic with respect to absorption of drugs, their metabolism and their elimination. Compared with other mucosal application sites, the vagina has the following advantages as, a fall in the incidence and severity of gastrointestinal side effects, avoidance of the inconvenience caused by pain, tissue damage and risk of infections which are associated with parenteral routes, ease of self-insertion and removal of the dosage form is possible. In addition, a prolonged contact of a delivery system with the vaginal mucosa may be achieved more easily than at other absorption sites like rectum or intestinal mucosa. Mucoadhesive systems provide intimate contact between a dosage form and the vaginal mucosa, which may result in high concentration in a local area and hence high drug flux through the vaginal mucosa. The efficacy of vaginal mucoadhesive drug delivery systems (DDS) is affected by the biological environment and the properties of the polymer and the drug.Objective: This article reviews systematically some relevant citations regarding the environment, strategies for vaginal drug delivery, evaluation, and utilization of the main polymers.Conclusion: We provide a review of several vaginal mucoadhesive DDS currently in developmental stages or available in the market, immunization via the vagina and special emphasis on the challenges and difficulties associated with delivery of drugs via the vaginal route.

  • Single Book
  • Cite Count Icon 21
  • 10.1385/1592594271
Drug Delivery Systems in Cancer Therapy
  • Sep 8, 2003
  • Dennis M Brown

Part I: Pharmacological Considerations for Drug Delivery Systems in Cancer Medicine Systemically Administered Drugs Reginald B. Ewesuedo and Mark J. Ratain Regional Administration of Antineoplastic Drugs Maurie Markman Theoretical Analyses and Simulations of Anticancer Drug Delivery Ardith W. El-Kareh and Timothy W. Secomb Part II: Technologies Available for Use in Cancer Drug Delivery Systems Biopolymers for Parenteral Drug Delivery in Cancer Treatment Wolfgang Friess Hydrogels in Cancer Drug Delivery Systems Sung-Joo Hwang, Namjin Baek, Haesun Park, and Kinam Park Microparticle Drug Delivery Systems Duane T. Birnbaum and Lisa Brannon-Peppas Polyethylene Glycol Conjugation of Protein and Small Molecule Drugs: Past, Present, and Future Robert G. L. Shorr, Michael Bentley, Simon Zhsao, Richard Parker, and Brendan Whittle Emulsions As Anticancer Delivery Systems S. Esmail Tabibi Part III. Current Applications: Products Approved or in Advanced Clinical Development Liposomal Drug Delivery Systems for Cancer Therapy Daryl C. Drummond, Dmitri Kirpotin, Christopher C. Benz, John W. Park, and Keelung Hong Gliadel(R): A New Method for the Treatment of Malignant Brain Tumors Francesco DiMeco, Henry Brem, Jon D. Weingart, and Alessandro Olivi Intralesional Chemotherapy with Injectable Collagen Gel Formulations Elaine K. Orenberg Sustained-Release Drug Delivery with DepoFoam Sankaram B. Mantripragada and Stephen B. Howell Cancer Vaccines Susanne Osanto Part IV. Future Directions: Novel Cancer Drug Targets and Delivery Systems Gene Therapy of Cancer Susanne Osanto Progress in Antisense Technology Stanley T. Crooke Tumor Vaccines Francesco M. Marincola Diagnosis and Treatment of HumanDisease Using Telomerase As a Novel Target Lynne W. Elmore and Shawn E. Holt Index

  • Research Article
  • Cite Count Icon 79
  • 10.1517/17425240903338055
Nanoparticle-based vaginal drug delivery systems for HIV prevention
  • Dec 18, 2009
  • Expert Opinion on Drug Delivery
  • Rama Mallipeddi + 1 more

Importance of the Field: Several strategies are being investigated for the prevention of heterosexual transmission of HIV. Of these, topical vaginal drug delivery systems, microbicides, are being actively pursued. HIV prevention by means of a topical microbicide has several drug delivery challenges. These challenges include the vaginal mucosal barriers and potential degradation of the drugs in the vaginal lumen due to pH and enzymes present. Also, new drugs being evaluated as microbicides have specific mechanisms of action, which in some cases require drug targeting to a specific site of action. Nanoparticles provide a delivery strategy for targeted or controlled delivery to the vagina which can be applied in the field of HIV prevention.Areas covered in the review: This review summarizes nanoparticulate systems and their use in mucosal delivery to date. The sexual transmission of HIV along with the various targets to prevent transmission are discussed as well as the potential opportunities, challenges and advantages in using a nanoparticle-based approach for microbicidal drug delivery.What the reader will gain: This review provides a general understanding of vaginal drug delivery, its challenges, and nanoparticulate delivery systems. Additionally, insight will be gained as to the limited existing application of this technology to the field of HIV prevention.Take home message: To date, few studies have been published that exploit nanoparticle-based microbicidal delivery to the vagina. The use of nanoparticles for vaginal drug delivery provides an approach to overcome the existing barriers to success.

  • Research Article
  • Cite Count Icon 2
  • 10.22270/jddt.v5i1.873
SITE SPECIFIC DRUG DELIVERY THROUGH NASAL ROUTE USING BIOADHESIVE POLYMERS
  • Jan 15, 2015
  • Journal of Drug Delivery and Therapeutics
  • Devesh Kapoor + 4 more

This review explains some aspects of mucoadhesion related to the nasal drug delivery system. On the first count, the theories of the adhesion of mucoadhesive polymers to the mucosa epithelium are described. Secondly, the characteristics and application of several widely used mucoadhesive polymers in nasal drug delivery are presented. The nasal mucosa provides a potentially good route for systemic drug delivery. One of the most important features of the nasal route is that it avoids first-pass hepatic metabolism, thereby reducing metabolism. The application of mucoadhesive polymers in nasal drug delivery systems has gained to promote dosage form residence time in the nasal cavity as well as improving intimacy of contact with absorptive membranes of the biological system. The aspiration of any drug delivery system is to endow with a therapeutic amount of drug to the proper site in the body to achieve promptly & then uphold the desired drug concentration. That is why the drug delivery system should deliver drug at a state dictated by the needs of the body over a specified period of treatment. This idealized objective points to the two aspects most important to drug delivery, namely, spatial placement relates to targeting a drug to a specific organ or tissue while temporal delivery refers to the control of rate of drug delivery to the target tissue. Over the last few decades, the relevance of mucoadhesive polymers in nasal drug delivery systems has gained significance among pharmaceutical scientists as a means of promoting dosage form residence time in the nasal cavity as well as for improving intimacy of contact with absorptive membranes of the biological system. In addition, the improved paracellular absorption subsequent the swelling of the mucoadhesive polymers on the nasal membranes provides an important way for the absorption of the macromolecules through the nasal cavity. Keywords: Nasal route, Mucoadhesive polymers, Paracellular absorption,

  • Book Chapter
  • Cite Count Icon 30
  • 10.1007/978-3-319-66417-0_2
Functionalization of Tamarind Gum for Drug Delivery
  • Oct 26, 2017
  • Amit Kumar Nayak + 1 more

Tamarind gum is a plant polysaccharide extracted from seed endosperm of the plant, Tamarindus indica Linn. (Family: Fabaceae). It is a neutral, nonionic, and branched polysaccharide having water solubility, hydrophilic, gel-forming, and mucoadhesive properties. In addition, tamarind gum is biodegradable, biocompatible, noncarcinogenic, and nonirritant. Tamarind gum is employed as a potential biopolymer in the fields of pharmaceutical, cosmetic, and food applications. In the recent years, it is widely tested and employed in various drug delivery applications as effective pharmaceutical excipients. Tamarind gum is being exploited in the formulation of oral, colon, ocular, buccal, and nasal drug delivery systems. Though tamarind gum is extensively used in various drug delivery formulations, it has some potential drawbacks such as unpleasant odor, dull color, poor solubility in water, tendency of fast degradability in aqueous environment. To overcome these restrictions, tamarind gum has been functionally derivatized through chemical treatment with a variety of functional groups such as carboxymethyl, acetal, hydroxyl alkyl, thiol, polymer grafting, etc. Recently, various functionally derivatized tamarind gums hold a great promise as potential pharmaceutical excipients in different kinds of improved drug delivery systems mainly because of its improved stability (lower degradability). These functionally derivatized tamarind gums hold enhanced mechanical behavior as well as competence in prolonged period-controlling drug releases. The present chapter contends with a broad review of different kinds of functionalizations of tamarind gum for their use in the development of various improved drug delivery systems. The first part includes sources, compositions, properties and uses of tamarind gum. Then, the latter part contains a comprehensive review of different functionalizations of tamarind gum in drug delivery.

  • Research Article
  • Cite Count Icon 2
  • 10.5731/pdajpst.2019.010728
Use of a Predictive Regression Model for Estimating Hold-Up Volume for Biologic Drug Product Presentations.
  • Nov 15, 2019
  • PDA journal of pharmaceutical science and technology
  • Shyam B Mehta + 5 more

A drug delivery system is designed to administer a therapeutic dose according to its label claim. Upon delivery of a parenteral drug product, the volume remaining inside the container that cannot be extracted at the end of drug administration is called the hold-up volume (HUV) and is primarily considered product wastage. To meet the label claim, every drug product container is filled with a slight excess volume. For early-stage products in clinical phase, for which material availability is often a limitation, excess volume in drug product containers has to be determined experimentally using several grams of product. In such scenarios, established models that can predict HUV in primary drug product containers would be valuable for product development. The objective of this study was to determine HUV with 95% confidence intervals across various container closures and drug delivery systems by using aqueous PEG 400 solution mimicking the viscosity of biologic drug products. ISO 2R, 6R, and 10R vials and single-use hypodermic syringes attached to a Luer lock needle (25 gauge, 1½ in.) were used to mimic parenteral drug product container and delivery systems for determination of HUV. Glass prefilled syringes in 1 mL and 2.25 mL configurations were also used to determine HUV with 95% confidence intervals. A linear regression model was developed for determination of HUV as a function of viscosity and as a function of container closure and a needle-based delivery system. This model predicting HUV was confirmed by using monoclonal antibodies of varying formulations and viscosities for container closure and delivery systems tested in this study. The model provided here can be used to determine HUV for a particular container closure for a drug solution with known viscosity that can subsequently be used to evaluate fill volume specifications and label claim for a dosage form.

Save Icon
Up Arrow
Open/Close
  • Ask R Discovery Star icon
  • Chat PDF Star icon

AI summaries and top papers from 250M+ research sources.