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1.
Carbohydr Polym ; 337: 122143, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38710552

ABSTRACT

Cyclodextrins (CDs) are essential in the pharmaceutical industry and have long been used as food and pharmaceutical additives. CD-based interlocked molecules, such as rotaxanes, polyrotaxanes, catenanes, and polycatenanes, have been synthesized and have attracted considerable attention in supramolecular chemistry. Among them, CD polyrotaxanes have been employed as slide-ring materials and biomaterials. CD polycatenanes are new materials; therefore, to date, no examples of applied research on CD polycatenanes have been reported. Consequently, we expect that applied research on CD polycatenanes will accelerate in the future. This review article summarizes the syntheses and structural analyses of CD polyrotaxanes and polycatenanes to facilitate their applications in the pharmaceutical industry. We believe that this review will promote further research on CD-based interlocked molecules.


Subject(s)
Cyclodextrins , Poloxamer , Rotaxanes , Rotaxanes/chemistry , Rotaxanes/chemical synthesis , Cyclodextrins/chemistry , Cyclodextrins/chemical synthesis , Catenanes/chemistry , Catenanes/chemical synthesis , Biocompatible Materials/chemistry , Biocompatible Materials/chemical synthesis
2.
Curr Drug Targets ; 25(6): 416-430, 2024.
Article in English | MEDLINE | ID: mdl-38213164

ABSTRACT

BACKGROUND: Tablet formulation could be revolutionized by the integration of modern technology and established pharmaceutical sciences. The pharmaceutical sector can develop tablet formulations that are not only more efficient and stable but also patient-friendly by utilizing artificial intelligence (AI), machine learning (ML), and materials science. OBJECTIVES: The primary objective of this review is to explore the advancements in tablet technology, focusing on the integration of modern technologies like artificial intelligence (AI), machine learning (ML), and materials science to enhance the efficiency, cost-effectiveness, and quality of tablet formulation processes. METHODS: This review delves into the utilization of AI and ML techniques within pharmaceutical research and development. The review also discusses various ML methodologies employed, including artificial neural networks, an ensemble of regression trees, support vector machines, and multivariate data analysis techniques. RESULTS: Recent studies showcased in this review demonstrate the feasibility and effectiveness of ML approaches in pharmaceutical research. The application of AI and ML in pharmaceutical research has shown promising results, offering a potential avenue for significant improvements in the product development process. CONCLUSION: The integration of nanotechnology, AI, ML, and materials science with traditional pharmaceutical sciences presents a remarkable opportunity for enhancing tablet formulation processes. This review collectively underscores the transformative role that AI and ML can play in advancing pharmaceutical research and development, ultimately leading to more efficient, reliable and patient-centric tablet formulations.


Subject(s)
Artificial Intelligence , Tablets , Humans , Machine Learning , Technology, Pharmaceutical/methods , Neural Networks, Computer , Drug Compounding/methods
4.
Biomater Adv ; 153: 213533, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37392520

ABSTRACT

In the biomedical field, 3D printing has the potential to deliver on some of the promises of personalized therapy, notably by enabling point-of-care fabrication of medical devices, dosage forms and bioimplants. To achieve this full potential, a better understanding of the 3D printing processes is necessary, and non-destructive characterization methods must be developed. This study proposes methodologies to optimize the 3D printing parameters for soft material extrusion. We hypothesize that combining image processing with design of experiment (DoE) analyses and machine learning could help obtaining useful information from a quality-by-design perspective. Herein, we investigated the impact of three critical process parameters (printing speed, printing pressure and infill percentage) on three critical quality attributes (gel weight, total surface area and heterogeneity) monitored with a non-destructive methodology. DoE and machine learning were combined to obtain information on the process. This work paves the way for a rational approach to optimize 3D printing parameters in the biomedical field.


Subject(s)
Hydrogels , Printing, Three-Dimensional , Machine Learning
5.
Biotechniques ; 75(1): 343-352, 2023 07.
Article in English | MEDLINE | ID: mdl-37291856

ABSTRACT

The Rhode Island IDeA Network of Biomedical Research Excellence Molecular Informatics Core at the University of Rhode Island Information Technology Services Innovative Learning Technologies developed virtual and augmented reality applications to teach concepts in biomedical science, including pharmacology, medicinal chemistry, cell culture and nanotechnology. The apps were developed as full virtual reality/augmented reality and 3D gaming versions, which do not require virtual reality headsets. Development challenges included creating intuitive user interfaces, text-to-voice functionality, visualization of molecules and implementing complex science concepts. In-app quizzes are used to assess the user's understanding of topics, and user feedback was collected for several apps to improve the experience. The apps were positively reviewed by users and are being implemented into the curriculum at the University of Rhode Island.


Subject(s)
Augmented Reality , Virtual Reality , Learning , Technology , User-Computer Interface
6.
An. R. Acad. Nac. Farm. (Internet) ; 89(2): 1-14, Abril - Junio 2023.
Article in Spanish | IBECS | ID: ibc-223523

ABSTRACT

La profesión farmacéutica tiene un ámbito de intervención único en el área de la salud, donde el farmacéutico se pude encontrar en todos los dominios relacionados con el acceso a la atención sanitaria, en sus más variados niveles. Todo este alcance se basa en una formación académica amplia, donde el conocimiento científico y los saberes confieren habilidades que se reflejan de manera directa sobre la profesión y la práctica farmacéutica. La práctica profesional del farmacéutico es muy diversa y se puede observar en diversas circunstancias, desde el contacto directo con el paciente, con la persona, como en la farmacia comunitaria, farmacia hospitalaria, laboratorio de análisis clínicos, en residencias de ancianos, hasta en situaciones de mayor resguardo, como en el laboratorio o en la investigación científica y clínica. Esta amplia gama de actividad del farmacéutico, apoyada en relaciones laborales individuales o integrada en equipos de salud multidisciplinares, requiere de él un comportamiento asertivo y una conciencia (bio)ética que le permita responder a las diferentes demandas que enfrenta en su vida diaria. Es importante, pues, reflexionar sobre los conceptos y presupuestos que la ética o la bioética tienen en su vida profesional, en el área de la salud y las ciencias de la vida, y, por qué no, en la vida personal de cada uno. (AU)


The pharmaceutical profession has a unique scope of intervention in the area of health, where the pharmacist can be found in all domains related to access to health care, at its most varied levels. All this scope is based on a broad academic training, where scientific knowledge and expertise confer skills that are directly reflected on the pharmaceutical profession and practice. The professional practice of the pharmacist is very diverse and can be observed in various circumstances, from direct contact with the patient, with the person, as in community pharmacy, hospital pharmacy, clinical analysis laboratory, palliative or continuous care, in nursing homes, to in more reserved situations, such as in the laboratory or in scientific and clinical research. This wide range of activity of the pharmacist, supported by individual labor relations or integrated into multidisciplinary health teams, requires from him an assertive behavior and a (bio)ethical awareness that allows him to respond to the different demands he faces in his daily life. It is important, therefore, to reflect on the concepts and assumptions that ethics or bioethics have in the professional life of pharmacist, in the area of health and life sciences, and in the personal life of each one. (AU)


Subject(s)
Humans , Pharmacists , Bioethics , Drug and Narcotic Control
7.
Farm. hosp ; 47(3): t133-t138, Mayo - Junio 2023. tab
Article in English, Spanish | IBECS | ID: ibc-221603

ABSTRACT

La farmacia y las ciencias farmacéuticas abarcan una serie de disciplinas diferentes. La farmacia práctica se ha definido como «la disciplina científica que estudia los diferentes aspectos de la práctica de la farmacia y su impacto en los sistemas sanitarios, el uso de los medicamentos y la atención al paciente». Así pues, los estudios sobre la farmacia práctica abarcan tanto elementos de farmacia clínica como de farmacia social. Como cualquier otra disciplina científica, la farmacia práctica clínica y social difunde los resultados de la investigación mediante revistas científicas. Los editores de revistas de farmacia clínica y farmacia social tienen un papel en la promoción de la disciplina mediante la mejora de la calidad de los artículos publicados. Al igual que ha ocurrido en otras áreas sanitarias (medicina y enfermería), un grupo de editores de revistas de farmacia práctica clínica y social se reunió en Granada, España, para debatir cómo las revistas podrían contribuir a fortalecer la farmacia práctica como disciplina. El resultado de esa reunión se recogió en esta Declaración de Granada, que comprende 18 recomendaciones agrupadas en 6 temas: el uso adecuado de la terminología, los resúmenes con impacto, las revisiones por pares requeridas, la dispersión de revistas, un uso más eficaz y prudente de los indicadores bibliométricos de revistas y artículos y la selección por parte de los autores de la revista de farmacia práctica más adecuada para presentar sus trabajos. © 2023 Los Autores. Publicado por Elsevier Inc, Springer Nature, Brazilian Society of Hospital Pharmacy and Health Services, Elsevier Inc, Royal Pharmaceutical Society, Biomedcentral, Sociedad Española de Farmacia Hospitalaria (S.E.F.H), Pharmaceutical Care España Foundation, European Association of Hospital Pharmacists, Faculty of Pharmacy. (AU)


Pharmacy and pharmaceutical sciences embrace a series of different disciplines. Pharmacy practice has been defined as “the scientific discipline that studies the different aspects of the practice of pharmacy and its impact on health care systems, medicine use, and patient care”. Thus, pharmacy practice studies embrace both clinical pharmacy and social pharmacy elements. Like any other scientific discipline, clinical and social pharmacy practice disseminates research findings using scientific journals. Clinical pharmacy and social pharmacy journal editors have a role in promoting the discipline by enhancing the quality of the articles published. As has occurred in other health care areas (i.e., medicine and nursing), a group of clinical and social pharmacy practice journal editors gathered in Granada, Spain to discuss how journals could contribute to strengthening pharmacy practice as a discipline. The result of that meeting was compiled in these Granada Statements, which comprise 18 recommendations gathered into six topics: the appropriate use of terminology, impactful abstracts, the required peer reviews, journal scattering, more effective and wiser use of journal and article performance metrics, and authors’ selection of the most appropriate pharmacy practice journal to submit their work. © 2023 The Author(s) Published by Elsevier Inc, Springer Nature, Brazilian Society of Hospital Pharmacy and Health Services, Elsevier Inc, Royal Pharmaceutical Society, Biomedcentral, Sociedad Española de Farmacia Hospitalaria (S.E.F.H), Pharmaceutical Care España Foundation, European Association of Hospital Pharmacists, Faculty of Pharmacy. (AU)


Subject(s)
Humans , Biopharmaceutics , Pharmaceutical Research , Terminology as Topic , Periodicals as Topic
8.
Farm Hosp ; 47(3): T133-T138, 2023.
Article in English, Spanish | MEDLINE | ID: mdl-37198084

ABSTRACT

Pharmacy and pharmaceutical sciences embrace a series of different disciplines. Pharmacy practice has been defined as "the scientific discipline that studies the different aspects of the practice of pharmacy and its impact on health care systems, medicine use, and patient care". Thus, pharmacy practice studies embrace both clinical pharmacy and social pharmacy elements. Like any other scientific discipline, clinical and social pharmacy practice disseminates research findings using scientific journals. Clinical pharmacy and social pharmacy journal editors have a role in promoting the discipline by enhancing the quality of the articles published. As has occurred in other health care areas (i.e., medicine and nursing), a group of clinical and social pharmacy practice journal editors gathered in Granada, Spain to discuss how journals could contribute to strengthening pharmacy practice as a discipline. The result of that meeting was compiled in these Granada Statements, which comprise 18 recommendations gathered into six topics: the appropriate use of terminology, impactful abstracts, the required peer reviews, journal scattering, more effective and wiser use of journal and article performance metrics, and authors' selection of the most appropriate pharmacy practice journal to submit their work. © 2023 The Author(s) Published by Elsevier Inc, Springer Nature, Brazilian Society of Hospital Pharmacy and Health Services, Elsevier Inc, Royal Pharmaceutical Society, Biomedcentral, Sociedad Española de Farmacia Hospitalaria (S.E.F.H), Pharmaceutical Care España Foundation, European Association of Hospital Pharmacists, Faculty of Pharmacy.


Subject(s)
Pharmacies , Pharmacy Service, Hospital , Pharmacy , Humans , Spain , Pharmacists
9.
J Pharm Sci ; 112(7): 1997-2003, 2023 07.
Article in English | MEDLINE | ID: mdl-37137440

ABSTRACT

With the anticipated health challenges brought by demographic and technological changes, ensuring capacity in underlying workforce in place is essential for addressing patients' needs. Therefore, a timely identification of important drivers facilitating capacity building is important for strategic decisions and workforce planning. In 2020, internationally renowned pharmaceutical scientists (N = 92), largely from the academia and pharmaceutical industry, with mostly pharmacy and pharmaceutical sciences educational background were approached (through a questionnaire) for their considerations on influencing drivers to facilitate meeting current capacity in pharmaceutical sciences research. From a global view, based on the results of the questionnaire, the top drivers were better alignment with patient needs as well as strengthening education - both through continuous learning and deeper specialisation. The study also showed that capacity building is more than simply increasing the influx of graduates. Pharmaceutical sciences are being influenced by other disciplines, and we can expect more diversity in scientific background and training. Capacity building of pharmaceutical scientists should allow flexibility for rapid change driven by the clinic and need for specialised science and it should be underpinned by lifelong learning.


Subject(s)
Capacity Building , Pharmacy , Humans , Drug Industry/methods , Pharmaceutical Preparations
10.
Farm Hosp ; 47(3): 133-138, 2023.
Article in English, Spanish | MEDLINE | ID: mdl-36963994

ABSTRACT

Pharmacy and pharmaceutical sciences embrace a series of different disciplines. Pharmacy practice has been defined as "the scientific discipline that studies the different aspects of the practice of pharmacy and its impact on health care systems, medicine use, and patient care". Thus, pharmacy practice studies embrace both clinical pharmacy and social pharmacy elements. Like any other scientific discipline, clinical and social pharmacy practice disseminates research findings using scientific journals. Clinical pharmacy and social pharmacy journal editors have a role in promoting the discipline by enhancing the quality of the articles published. As has occurred in other health care areas (i.e., medicine and nursing), a group of clinical and social pharmacy practice journal editors gathered in Granada, Spain to discuss how journals could contribute to strengthening pharmacy practice as a discipline. The result of that meeting was compiled in these Granada Statements, which comprise 18 recommendations gathered into six topics: the appropriate use of terminology, impactful abstracts, the required peer reviews, journal scattering, more effective and wiser use of journal and article performance metrics, and authors' selection of the most appropriate pharmacy practice journal to submit their work.


Subject(s)
Pharmacies , Pharmacy Service, Hospital , Pharmacy , Humans , Spain
11.
Ther Deliv ; 14(1): 17-29, 2023 01.
Article in English | MEDLINE | ID: mdl-36919692

ABSTRACT

Aim: Major challenges to islet transplantation in Type 1 diabetes include host-inflammation, which results in failure to maintain survival and functions of transplanted islets. Therefore, this study investigated the applications of encapsulating the bile acid ursodeoxycholic acid (UDCA) with transplanted islets within improved nano-gel systems for Type 1 diabetes treatment. Materials & methods: Islets were harvested from healthy mice, encapsulated using UDCA-nano gel and transplanted into the diabetic mice, while the control group was transplanted encapsulated islets without UDCA. The two groups' survival plot, blood glucose, and inflammation and bile acid profiles were analyzed. Results & conclusion: UDCA-nano gel enhanced survival, glycemia and normalized bile acids' profile, which suggests improved islets functions and potential adjunct treatment for insulin therapy.


In this study, we explore the delivery of insulin producing cells that may benefit those with Type 1 diabetes. Cells were delivered to mice in a protective matrix. The matrix contained unique components, such as bile acids, that allowed for sustained reduction in glucose levels. This process may represent a novel diabetes treatment that could be an alternative to traditional insulin therapies.


Subject(s)
Diabetes Mellitus, Experimental , Diabetes Mellitus, Type 1 , Islets of Langerhans Transplantation , Mice , Animals , Bile Acids and Salts/therapeutic use , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/surgery , Diabetes Mellitus, Experimental/drug therapy , Insulin/therapeutic use , Islets of Langerhans Transplantation/methods , Blood Glucose
12.
Comput Biol Med ; 153: 106515, 2023 02.
Article in English | MEDLINE | ID: mdl-36610217

ABSTRACT

Transgelin-2 (TG2) is a novel promising therapeutic target for the treatment of asthma as it plays an important role in relaxing airway smooth muscles and reducing pulmonary resistance in asthma. The compound TSG12 is the only reported TG2 agonist with in vivo anti-asthma activity. However, the dynamic behavior and ligand binding sites of TG2 and its binding mechanism with TSG12 remain unclear. In this study, we performed 12.6 µs molecular dynamics (MD) simulations for apo-TG2 and TG2-TSG12 complex, respectively. The results suggested that the apo-TG2 has 4 most populated conformations, and that its binding of the agonist could expand the conformation distribution space of the protein. The simulations revealed 3 potential binding sites in 3 most populated conformations, one of which is induced by the agonist binding. Free energy decomposition uncovered 8 important residues with contributions stronger than -1 kcal/mol. Computational alanine scanning for the important residues by 100 ns conventional MD simulation for each mutated TG2-TSG12 complexes demonstrated that E27, R49 and F52 are essential residues for the agonist binding. These results should be helpful to understand the dynamic behavior of TG2 and its binding mechanism with the agonist TSG12, which could provide some structural insights into the novel mechanism for anti-asthma drug development.


Subject(s)
Anti-Asthmatic Agents , Molecular Dynamics Simulation , Anti-Asthmatic Agents/pharmacology , Muscle Proteins/agonists , Muscle Proteins/metabolism , Binding Sites , Drug Discovery , Protein Binding , Molecular Docking Simulation
14.
Front Public Health ; 10: 954025, 2022.
Article in English | MEDLINE | ID: mdl-35958832

ABSTRACT

In response to a University of California systemwide initiative to expand the knowledge base of climate change, two half-day workshops were held for faculty in the College of Health Sciences at the UC Irvine. In the first workshop, 20 participants who teach in the Schools of Nursing, Medicine, Pharmacy, and Pharmaceutical Science, or the Program in Public Health convened to explore concepts of sustainability, theoretical models of curriculum integration, challenges to adding new competencies into professional training, and strategies for integrating climate change modules and case studies into the curricula. The second half-day workshop was held a year after the first workshop to review how faculty members have modified their syllabus to integrate climate change information with varying degrees of success. A case study is presented regarding an asynchronous fully online course Introduction to Global Health, which is open to enrollment by students from all campuses of the University of California. The outcomes revealed preferential adoption of models of curriculum integration which minimized disruption of the sequence of topics in pre-existing courses. These include, for example, the use of longitudinal climate datasets for quantitative analysis of disease outcomes, and description of episodic events involving extreme weather conditions to explore differences in social determinants of vulnerability to climate change impacts in different populations. Integration of climate change as a distinct topic seems easier in elective courses in comparison with required courses designed to cover pre-established professional knowledge, competencies, and skills. The emergent requirement for interprofessional training in the health sciences provides an opportunity for the development of a cross-cutting competency domain including climate change as a unifying theme in a stand-alone course or set of courses in a sequenced model of curriculum integration.


Subject(s)
Climate Change , Curriculum , Humans
15.
J Pharm Sci ; 111(12): 3196-3205, 2022 12.
Article in English | MEDLINE | ID: mdl-35841999

ABSTRACT

This publication represents the first to report global information on characteristics and requirements of doctoral programs in the pharmaceutical sciences in schools/colleges of Pharmacy. Survey responses (140 responses) were received from doctoral programs in 23 countries, with the greatest number of responses obtained from Japan, followed by India and the United States. Program characteristics and requirements, and student and faculty information, including graduate placement, in programs in Asia, North America, Europe, Africa and Australia were compared. Survey responses indicated differences in entrance requirements for doctoral programs with minimum requirements being a bachelor's degree, pharmacy degree or master's degree, including a M.Phil. degree. Programs differed widely in size in all geographical areas, but there was a similar emphasis on core educational learning outcomes (core competencies) and Ph.D. graduation requirements including qualifying examinations, thesis defense with internal and external reviewers and requirements for peer-reviewed publications. Additionally, three-quarters of programs indicated that there was external review of their programs every 2-4 or 5-7 years. Female students and female faculty mentors represented about 50% of students/faculty in programs in most geographical areas. Placement of students after graduation indicated that the highest percentage went into the pharmaceutical industry in Asia (predominantly India) and North America, with a lower percentage in Europe, Africa and Australia.


Subject(s)
Education, Pharmacy , Female , Humans , Africa , Europe , Surveys and Questionnaires , United States , North America , Asia
16.
J Pharm Innov ; 17(4): 1360-1372, 2022.
Article in English | MEDLINE | ID: mdl-35096194

ABSTRACT

Objective: The study quantitatively investigated the related research progress in pharmaceutical sciences/pharmacy education from a bibliometric angle and provided feasible suggestions to facilitate the development of pharmaceutical sciences/pharmacy postgraduate education. Methods: Bibliometric analysis was conducted using the database of Web of Science Core Collection. The literature published in 1985-2021 was screened and selected. The overall profile description, citation analysis, and research hotspot mining were performed using the citation report of Clarivate Analytics, bibliometrics online platform, and VOSviewer software. The bibliometric results and profiles were plotted and illustrated. Results: The bibliometric analysis of 485 papers of interest showed that the research frontier was continuously expanding; especially the institutions from the USA were the main contributors. The numbers of citing papers have been ascending, and a considerable part of citations were from the areas other than the education research. Mining results showed that the in-school and residency education of pharmacy postgraduates was a research hotspot, as well as interprofessional training and new education styles for Coronavirus Disease 2019 (COVID-19) therapy were the emerging trends in the field. Conclusion: Through the analysis of the studies, it was found that encouraging relevant research programs, establishing financial supports, and launching specified publication sources could be helpful to boost the development of pharmaceutical sciences/pharmacy postgraduate education. Besides, the results suggested that this was a less discussed topic and was worthy for the investigators to pay more attention to such an issue. Supplementary Information: The online version contains supplementary material available at 10.1007/s12247-021-09611-z.

17.
J Pharm Sci ; 111(5): 1318-1324, 2022 05.
Article in English | MEDLINE | ID: mdl-34634318

ABSTRACT

Historical antecedents of pharmaceutical sciences are sound on product orientation based on (analytical) chemistry, drug delivery and basic pharmacology. Over the last decades we have seen a transition towards a stronger disease orientation. This raises questions on whether, how and to what extent unmet medical need (UMN) is important in priority setting, funding and impact in pharmaceutical sciences. An online survey in 2020 collected perspectives of internationally recognised pharmaceutical scientists (N = 92), mainly from academia and industry, on drivers and influencing factors in pharmaceutical sciences. The study offers a unique global perspective, demonstrating a solid command of the global needs in pharmaceutical sciences. The survey revealed that UMN is currently seen as one of the three most important drivers, also in addition to emerging trends in science and opportunities driven by collaboration. There are expectations that UMN's impact becomes more influential. This was consistent for both industry and academic respondents. The majority of respondents also indicated that anticipated lessons learned from COVID-19 will strengthen the impact of UMN on science and leadership. This is important as prioritisation of research towards UMN can address the clinical needs where needed the most.


Subject(s)
COVID-19 Drug Treatment , Pharmacy , Humans , Pharmaceutical Preparations , Surveys and Questionnaires
18.
Curr Pharm Teach Learn ; 13(11): 1484-1491, 2021 11.
Article in English | MEDLINE | ID: mdl-34799063

ABSTRACT

BACKGROUND AND PURPOSE: The purpose of this study was to assess impact on knowledge, communication skills, and self-confidence of an oral presentation through integrated learning within a pharmaceutical sciences course and a pharmacy practice course within the first year of a three-year, accelerated pharmacy curriculum. EDUCATIONAL ACTIVITY AND SETTING: First-year, first-quarter students were assigned to research, prepare, and give an oral presentation of an immunology topic pertaining to an autoimmune disease or an immune deficiency. In addition to assessments of content (immunology) and delivery (communications), students completed a 15-item, four-point Likert scale anonymous post-presentation survey, which provided an opportunity for the students to provide feedback about the assignments. Students were also encouraged to provide subjective feedback. FINDINGS: A total of 140 students (88%) completed the survey. Results indicated favorable student response to the assignments. On average, students viewed this activity as a positive experience (total mean = 1.44 (95.71%)). Furthermore, students strongly agreed that the activity helped with public speaking and reinforced basic immune system concepts. Analysis of student responses and comments indicated positive reaction to active learning and self-directed learning. SUMMARY: Overall results indicated an improvement in student confidence in ability to communicate specific material learned in a pharmaceutical sciences course. Curricular integration through oral presentations is one approach to increase student knowledge of pharmaceutical sciences and improve confidence and student self-awareness of personal communication skills.


Subject(s)
Education, Pharmacy , Pharmacy , Students, Pharmacy , Communication , Educational Measurement , Humans
19.
Bioimpacts ; 11(3): 227-233, 2021.
Article in English | MEDLINE | ID: mdl-34336611

ABSTRACT

Introduction: To be fully functional, pharmaceutical, and biomedical research centers need to be transformed to become innovative research and development (R & D) hubs. Such transformation, however, is a dynamic complex matter. Methods: To establish an innovative R & D hub, a simple and concise manifesto is conceptualized for the nonlinear dynamic transformation towards an innovative research hub to reinforce the transition of the 2nd generation R & D centers. Results: Interdisciplinary research is the most demanded field of research to overcome various multi-sided health issues. To become an innovative R & D hub, pharmaceutical centers must function as a small-scale physical infrastructure to support the inter-communication of scientists and provide specific technological needs to promote the related innovation and entrepreneurship with advanced business plans and prototypes. Given that a success paradigm within an unorderly surrounding setting has already been condemned to fail, the orderly integration of nested systems and groups should be carefully implemented towards a shared vision with formal and tacit agreements among all parties, including academia, industry, and finance team. Conclusion: To achieve a fully functional innovative R & D hub, a "know-how" approach with the systems thinking mindset within all the parties is of paramount necessity. The healthier the order of the whole working system is, the more effective will be the encompassed entitles and players. However, systems should have several checkpoints to enhance clarity and evade discrepancy and divergence. Since the medication is a highly trusted and needed public enterprise, the drug discovery and development paradigm should be practiced at the highest speed with maximum transparency and accountability.

20.
Trends Pharmacol Sci ; 42(9): 745-757, 2021 09.
Article in English | MEDLINE | ID: mdl-34238624

ABSTRACT

3D printing (3DP) is a progressive technology capable of transforming pharmaceutical development. However, despite its promising advantages, its transition into clinical settings remains slow. To make the vital leap to mainstream clinical practice and improve patient care, 3DP must harness modern technologies. Machine learning (ML), an influential branch of artificial intelligence, may be a key partner for 3DP. Together, 3DP and ML can utilise intelligence based on human learning to accelerate drug product development, ensure stringent quality control (QC), and inspire innovative dosage-form design. With ML's capabilities, streamlined 3DP drug delivery could mark the next era of personalised medicine. This review details how ML can be applied to elevate the 3DP of pharmaceuticals and importantly, how it can expedite 3DP's integration into mainstream healthcare.


Subject(s)
Artificial Intelligence , Pharmaceutical Preparations , Drug Delivery Systems , Humans , Machine Learning , Printing, Three-Dimensional , Technology, Pharmaceutical
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