Results for 'drug discovery '

943 found
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  1.  12
    Assay technologies facilitating drug discovery for ADP‐ribosyl writers, readers and erasers.Tuomo Glumoff, Sven T. Sowa & Lari Lehtiö - 2022 - Bioessays 44 (1):2100240.
    ADP‐ribosylation is a post‐translational modification catalyzed by writer enzymes – ADP‐ribosyltransferases. The modification is part of many signaling events, can modulate the function and stability of target proteins, and often results in the recruitment of reader proteins that bind to the ADP‐ribosyl groups. Erasers are integral actors in these signaling events and reverse the modification. ADP‐ribosylation can be targeted with therapeutics and many inhibitors against writers exist, with some being in clinical use. Inhibitors against readers and erasers are sparser and (...)
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  2.  48
    Can artificial intelligency revolutionize drug discovery?Jean-Louis Kraus - 2020 - AI and Society 35 (2):501-504.
    Artificial intelligency can bring speed and reliability to drug discovery process. It represents an additional intelligence, which in any case can replace the strategic and logic creative insight of the medicinal chemist who remains the architect and molecule master designer. In terms of drug design, artificial intelligency, deep learning machines, and other revolutionary technologies will match with the medicinal chemist’s natural intelligency, but for sure never go beyond. This manuscript tries to assess the impact of the artificial (...)
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  3.  45
    Rethinking epistemic incentives: How patient-centered, open source drug discovery generates more valuable knowledge sooner.Alexandra Bradner - 2013 - Episteme 10 (4):417-439.
    Drug discovery traditionally has occurred behind closed doors in for-profit corporations hoping to develop best-selling medicines that recoup initial research investment, sustain marketing infrastructures, and pass on healthy returns to shareholders. Only corporate Pharma has the man- and purchasing-power to synthesize the thousands of molecules needed to find a new drug and to conduct the clinical trials that will make the drug legal. Against this view, individual physician-scientists have suggested that the promise of applied genomics work (...)
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  4.  49
    Chance and the prepared mind in drug discovery.Sunny Auyang - manuscript
    Chance and accidents play important roles in scientific discoveries, but they are not blind luck. Serendipity is not merely stumbling on things unsought for, it is the ability to see significances and find values in the things stumbled upon. Without this ability, accidents do not lead to discoveries, as Pasteur observed: “Chance favors the prepared mind.” What are the characteristics of a prepared mind in science? How do chance and serendipity work in scientific research in general and drug (...) in particular? (shrink)
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  5. Exploring Regulatory Flexibility to Create Novel Incentives to Optimize Drug Discovery.Jacqueline A. Sullivan & E. Richard Gold - 2024 - Frontiers in Medicine 11 (Section on Regulatory Science).
    Efforts by governments, firms, and patients to deliver pioneering drugs for critical health needs face a challenge of diminishing efficiency in developing those medicines. While multi-sectoral collaborations involving firms, researchers, patients, and policymakers are widely recognized as crucial for countering this decline, existing incentives to engage in drug development predominantly target drug manufacturers and thereby do little to stimulate collaborative innovation. In this mini review, we consider the unexplored potential within pharmaceutical regulations to create novel incentives to encourage (...)
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  6.  30
    Response to Open Peer Commentaries on “Ethics of Clinical Science in a Public Health Emergency: Drug Discovery at the Bedside”.Sarah Jl Edwards - 2013 - American Journal of Bioethics 13 (9):W1-W3.
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  7.  88
    Multi-level complexities in technological development: Competing strategies for drug discovery.Matthias Adam - 2011 - In M. Carrier & A. Nordmann (eds.), Science in the Context of Application. Springer. pp. 67--83.
    Drug development regularly has to deal with complex circumstances on two levels: the local level of pharmacological intervention on specific target proteins, and the systems level of the effects of pharmacological intervention on the organism. Different development strategies in the recent history of early drug development can be understood as competing attempts at coming to grips with these multi-level complexities. Both rational drug design and high-throughput screening concentrate on the local level, while traditional empirical search strategies as (...)
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  8.  53
    PROTACs: An Emerging Targeting Technique for Protein Degradation in Drug Discovery.Shanshan Gu, Danrui Cui, Xiaoyu Chen, Xiufang Xiong & Yongchao Zhao - 2018 - Bioessays 40 (4):1700247.
    Proteolysis-targeting chimeric molecules represent an emerging technique that is receiving much attention for therapeutic intervention. The mechanism is based on the inhibition of protein function by hijacking a ubiquitin E3 ligase for protein degradation. The hetero-bifunctional PROTACs contain a ligand for recruiting an E3 ligase, a linker, and another ligand to bind with the protein targeted for degradation. Thus, PROTACs have profound potential to eliminate “undruggable” protein targets, such as transcription factors and non-enzymatic proteins, which are not limited to physiological (...)
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  9.  16
    Turning a Drug Target into a Drug Candidate: A New Paradigm for Neurological Drug Discovery?Steven D. Buckingham, Harry-Jack Mann, Olivia K. Hearnden & David B. Sattelle - 2020 - Bioessays 42 (9):2000011.
    The conventional paradigm for developing new treatments for disease mainly involves either the discovery of new drug targets, or finding new, improved drugs for old targets. However, an ion channel found only in invertebrates offers the potential of a completely new paradigm in which an established drug target can be re‐engineered to serve as a new candidate therapeutic agent. The L‐glutamate‐gated chloride channels (GluCls) of invertebrates are absent from vertebrate genomes, offering the opportunity to introduce this exogenous, (...)
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  10.  25
    The folic acid biosynthesis pathway in bacteria: evaluation of potential for antibacterial drug discovery.Alun Bermingham & Jeremy P. Derrick - 2002 - Bioessays 24 (7):637-648.
    The potential of the folic acid biosynthesis pathway as a target for the development of antibiotics has been acknowledged for many years and validated by the clinical use of several drugs. Recently, the crystal structures of all but one of the enzymes in the pathway from GTP to dihydrofolate have been determined. Given that structure‐based drug design strategies are now widely employed, these recent developments have prompted a re‐evaluation of the potential of each of the enzymes in the pathway (...)
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  11.  29
    Ethics of Clinical Science in a Public Health Emergency: Drug Discovery at the Bedside.Sarah Jl Edwards - 2013 - American Journal of Bioethics 13 (9):3-14.
    Clinical research under the usual regulatory constraints may be difficult or even impossible in a public health emergency. Regulators must seek to strike a good balance in granting as wide therapeutic access to new drugs as possible at the same time as gathering sound evidence of safety and effectiveness. To inform current policy, I reexamine the philosophical rationale for restricting new medicines to clinical trials, at any stage and for any population of patients (which resides in the precautionary principle), to (...)
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  12.  85
    Scientific discovery as a combinatorial optimisation problem: How best to navigate the landscape of possible experiments?Douglas B. Kell - 2012 - Bioessays 34 (3):236-244.
    A considerable number of areas of bioscience, including gene and drug discovery, metabolic engineering for the biotechnological improvement of organisms, and the processes of natural and directed evolution, are best viewed in terms of a ‘landscape’ representing a large search space of possible solutions or experiments populated by a considerably smaller number of actual solutions that then emerge. This is what makes these problems ‘hard’, but as such these are to be seen as combinatorial optimisation problems that are (...)
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  13. Discovery by serendipity: A new context for an old Riddle. [REVIEW]Pio García - 2008 - Foundations of Chemistry 11 (1):33-42.
    In the last years there has been a great improvement in the development of computational methods for combinatorial chemistry applied to drug discovery. This approach to drug discovery is sometimes called a “rational way” to manage a well known phenomenon in chemistry: serendipity discoveries. Traditionally, serendipity discoveries are understood as accidental findings made when the discoverer is in quest for something else. This ‘traditional’ pattern of serendipity appears to be a good characterization of discoveries where “luck” (...)
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  14.  15
    Microbial secondary metabolites play important roles in medicine; prospects for discovery of new drugs.Ronald Bentley - 1997 - Perspectives in Biology and Medicine 40 (3):364-394.
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  15. Remarks on logic for process descriptions in ontological reasoning: A Drug Interaction Ontology case study.Mitsuhiro Okada, Barry Smith & Yutaro Sugimoto - 2008 - In Okada Mitsuhiro, Smith Barry & Sugimoto Yutaro (eds.), InterOntology. Proceedings of the First Interdisciplinary Ontology Meeting, Tokyo, Japan, 26-27 February 2008. Tokyo: Keio University Press. pp. 127-138.
    We present some ideas on logical process descriptions, using relations from the DIO (Drug Interaction Ontology) as examples and explaining how these relations can be naturally decomposed in terms of more basic structured logical process descriptions using terms from linear logic. In our view, the process descriptions are able to clarify the usual relational descriptions of DIO. In particular, we discuss the use of logical process descriptions in proving linear logical theorems. Among the types of reasoning supported by DIO (...)
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  16.  66
    Parasite annexins – New molecules with potential for drug and vaccine development.Andreas Hofmann, Asiah Osman, Chiuan Yee Leow, Patrick Driguez, Donald P. McManus & Malcolm K. Jones - 2010 - Bioessays 32 (11):967-976.
    In the last few years, annexins have been discovered in several nematodes and other parasites, and distinct differences between the parasite annexins and those of the hosts make them potentially attractive targets for anti‐parasite therapeutics. Annexins are ubiquitous proteins found in almost all organisms across all kingdoms. Here, we present an overview of novel annexins from parasitic organisms, and summarize their phylogenetic and biochemical properties, with a view to using them as drug or vaccine targets. Building on structural and (...)
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  17.  57
    A call to restructure the drug development process: Government over-regulation and non-innovative late stage (phase III) clinical trials are major obstacles to advances in health care.Thomas C. Jones - 2005 - Science and Engineering Ethics 11 (4):575-587.
    The history of drug/vaccine development has included major advances guided primarily by risk/benefit analyses concerning the innovative agent, not by evidence-based clinical trials (Phase I–IV). Because the approval for new drugs is hindered under the present process, the system requires restructuring. The Phase I/II study period should be more flexible, using the “environment of knowledge” about the new agent, plus risk/benefit assessments. Phase III, as presently constructed, does not add new adverse events data, it provides a narrower profile of (...)
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  18.  18
    Patient-Driven Drug Development.Jessica Flanigan - 2017 - In Dien Ho (ed.), Philosophical Issues in Pharmaceutics: Development, Dispensing, and Use. Dordrecht: Springer.
    Patient-driven drug development is an emerging approach to pharmaceutical research that is forged in rare-disease communities and patient advocacy networks. Patients and their advocates increasingly engage in drug discovery and influence early-stage drug research as clinical trial participants or through compassionate-use programs. Some advocacy groups and patients also influence which therapies are developed by financing promising treatments that otherwise would not secure funding. Though some critics of patient-driven drug development worry about the ethical and scientific (...)
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  19.  17
    Government Support of Meaningful Drug and Device Innovation: Pathways and Challenges.Aaron S. Kesselheim - 2023 - Journal of Law, Medicine and Ethics 51 (S2):7-15.
    The US government supports drug innovation. It is therefore crucial that it distinguish between high-value and low-value innovation in purchasing expensive prescription drugs and medical devices and ensure the continued discovery of transformative drugs and that patient and taxpayer funds are not wasted.
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  20.  75
    Drug testing and productivity.Nicholas J. Caste - 1992 - Journal of Business Ethics 11 (4):301 - 306.
    In this article I attempt to examine the justification for the mandatory drug testing of employees. The justification commonly assumes the form of the productivity argument which states that an employer has a proprietary right to regulate the purchased time of the employee. Since the employer may be rightfully concerned with the employee''s productive output, so this argument goes, the employer retains the right to motivate production. By extension, the employee''s behavior outside of the workplace which affects his or (...)
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  21.  52
    The use of evidence of mechanisms in drug approval.Jeffrey Aronson, Adam La Caze, Michael Kelly, Veli-Pekka Parkkinen & Jon Williamson - forthcoming - Journal of Evaluation in Clinical Practice.
    The role of mechanistic evidence tends to be under-appreciated in current evidencebased medicine (EBM), which focusses on clinical studies, tending to restrict attention to randomized controlled studies (RCTs) when they are available. The EBM+ programme seeks to redress this imbalance, by suggesting methods for evaluating mechanistic studies alongside clinical studies. Drug approval is a problematic case for the view that mechanistic evidence should be taken into account, because RCTs are almost always available. Nevertheless, we argue that mechanistic evidence is (...)
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  22.  99
    Pathways to biomedical discovery.Paul Thagard - 2003 - Philosophy of Science 70 (2):235-254.
    A biochemical pathway is a sequence of chemical reactions in a biological organism. Such pathways specify mechanisms that explain how cells carry out their major functions by means of molecules and reactions that produce regular changes. Many diseases can be explained by defects in pathways, and new treatments often involve finding drugs that correct those defects. This paper presents explanation schemas and treatment strategies that characterize how thinking about pathways contributes to biomedical discovery. It discusses the significance of pathways (...)
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  23.  78
    Medical Innovation Then and Now: Perspectives of Innovators Responsible for Transformative Drugs.Shuai Xu & Aaron S. Kesselheim - 2014 - Journal of Law, Medicine and Ethics 42 (4):564-575.
    The discovery and development of new therapeutics has always been central to improving health worldwide. However, there is ongoing concern regarding the current state of medical innovation. Output from the pharmaceutical industry has been criticized for not being “transformative,” that is, offering substantial improvements in patient outcomes over existing therapeutics. While the cost of drug development continues to rise, breakthrough therapies remain elusive and one half of Phase 3 studies fail. Venture capital, a traditional source of funding for (...)
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  24.  10
    Mixed Neuropathologies, Neural Motor Resilience and Target Discovery for Therapies of Late-Life Motor Impairment.Aron S. Buchman & David A. Bennett - 2022 - Frontiers in Human Neuroscience 16.
    By age 85, most adults manifest some degree of motor impairment. However, in most individuals a specific etiology for motor decline and treatment to modify its inexorable progression cannot be identified. Recent clinical-pathologic studies provide evidence that mixed-brain pathologies are commonly associated with late-life motor impairment. Yet, while nearly all older adults show some degree of accumulation of Alzheimer’s disease and related dementias pathologies, the extent to which these pathologies contribute to motor decline varies widely from person to person. Slower (...)
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  25.  16
    Flipping and other astonishing transporter dance moves in fungal drug resistance.Stefanie L. Raschka, Andrzej Harris, Ben F. Luisi & Lutz Schmitt - 2022 - Bioessays 44 (7):2200035.
    In all domains of life, transmembrane proteins from the ATP‐binding cassette (ABC) transporter family drive the translocation of diverse substances across lipid bilayers. In pathogenic fungi, the ABC transporters of the pleiotropic drug resistance (PDR) subfamily confer antibiotic resistance and so are of interest as therapeutic targets. They also drive the quest for understanding how ABC transporters can generally accommodate such a wide range of substrates. The Pdr5 transporter from baker's yeast is representative of the PDR group and, ever (...)
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  26.  17
    Pharmaceutical drug design using dynamic connectionist ensemble Networks.Ajith Abraham, Crina Grosan & Stefan Tigan - 2008 - In S. Iwata, Y. Oshawa, S. Tsumoto, N. Zhong, Y. Shi & L. Magnani (eds.), Communications and Discoveries From Multidisciplinary Data. Springer. pp. 221--231.
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  27. Intervention, Causal Reasoning, and the Neurobiology of Mental Disorders: Pharmacological Drugs as Experimental Instruments.Jonathan Y. Tsou - 2012 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 43 (2):542-551.
    In psychiatry, pharmacological drugs play an important experimental role in attempts to identify the neurobiological causes of mental disorders. Besides being developed in applied contexts as potential treatments for patients with mental disorders, pharmacological drugs play a crucial role in research contexts as experimental instruments that facilitate the formulation and revision of neurobiological theories of psychopathology. This paper examines the various epistemic functions that pharmacological drugs serve in the discovery, refinement, testing, and elaboration of neurobiological theories of mental disorders. (...)
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  28.  41
    Mammalian synthetic biology – from tools to therapies.Dominique Aubel & Martin Fussenegger - 2010 - Bioessays 32 (4):332-345.
    Mammalian synthetic biology holds the promise of providing novel therapeutic strategies, and the first success stories are beginning to be reported. Here we focus on the latest generation of mammalian transgene control devices, highlight state‐of‐the‐art synthetic gene network design, and cover prototype therapeutic circuits. These will have an impact on future gene‐ and cell‐based therapies and help bring drug discovery into a new era. The inventory of biological parts that are essential for life on this planet is becoming (...)
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  29.  20
    Improved network performance via antagonism: From synthetic rescues to multi‐drug combinations.Adilson E. Motter - 2010 - Bioessays 32 (3):236-245.
    Recent research shows that a faulty or sub‐optimally operating metabolic network can often be rescued by the targeted removal of enzyme‐coding genes – the exact opposite of what traditional gene therapy would suggest. Predictions go as far as to assert that certain gene knockouts can restore the growth of otherwise nonviable gene‐deficient cells. Many questions follow from this discovery: What are the underlying mechanisms? How generalizable is this effect? What are the potential applications? Here, I approach these questions from (...)
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  30.  8
    When Patient Voices Get Lost in Evidence Hierarchies: A Testimony of Rare Adverse Events and Participatory Epistemic Injustice in Drug Safety Monitoring.Rani Lill Anjum, Christine Price & Elena Rocca - forthcoming - Social Epistemology.
    We explore an unsolved challenge in the era of evidence-based medicine (EBM): the recognition of the patient as an epistemic agent or ‘knower’. While patients are increasingly acknowledged as carriers of values and preferences, it seems more challenging to acknowledge them as carriers of important causal information. In contrast, the science of pharmacovigilance depends on patient testimonies as valuable sources of causal evidence. This incompatibility can give rise to cases of what has been called participatory epistemic injustice. We analyse the (...)
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  31.  36
    Side Effects in Medicine: Definitions and Discovery.Austin Due - 2022 - Dissertation, University of Toronto
    Side effects are a concern in medical decision making and a robust area of biomedical research. However, there is relatively little philosophical investigation into side effects as such, especially given that side effects are appealed to for various applications in philosophy of medicine. In addition, health authorities like the FDA, CDC, and WHO have contrary definitions of ‘side effect.’ Moreover, these definitions have clear counterexamples. This dissertation aims to provide a complete account of what side effects are. I posit that (...)
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  32.  30
    Inference to the best manipulation – a case study of qualitative reasoning in neuropharmacy.Alexander P. M. van den Bosch - 1999 - Foundations of Science 4 (4):483-495.
    How can new drug lead suggestions beinferred from neurophysiological models? This paperaddresses this question based on a case study ofresearch into Parkinson''s disease at the GroningenUniversity Department of Pharmacy. It is argued thatneurophysiological box-and-arrow models can beunderstood as qualitative differential equationmodels. An inference task is defined to helpunderstand and possibly aid the discovery andexplanation of new drug lead suggestions.
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  33.  28
    Disease modelling using induced pluripotent stem cells: Status and prospects.Oz Pomp & Alan Colman - 2013 - Bioessays 35 (3):271-280.
    The ability to convert human somatic cells into induced pluripotent stem cells (iPSCs) is allowing the production of custom‐tailored cells for drug discovery and for the study of disease phenotypes at the cellular and molecular level. IPSCs have been derived from patients suffering from a large variety of disorders with different severities. In many cases, disease related phenotypes have been observed in iPSCs or their lineage‐specific progeny. Several proof of concept studies have demonstrated that these phenotypes can be (...)
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  34.  2
    Ubiquitin‐Independent Degradation: An Emerging PROTAC Approach?Tiantian Li, Saskia A. Hogenhout & Weijie Huang - forthcoming - Bioessays:e202400161.
    Targeted protein degradation (TPD) has emerged as a highly promising approach for eliminating disease‐associated proteins in the field of drug discovery. Among the most advanced TPD technologies, PROteolysis TArgeting Chimera (PROTAC), functions by bringing a protein of interest (POI) into proximity with an E3 ubiquitin ligase, leading to ubiquitin (Ub)‐dependent proteasomal degradation. However, the designs of most PROTACs are based on the utilization of a limited number of available E3 ligases, which significantly restricts their potential. Recent studies have (...)
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  35.  15
    Governing mechanistic studies to understand human biology.Raymond MacAllister & Kristin Veighey - 2012 - Research Ethics 8 (4):212-215.
    Mechanistic studies may be defined as ‘an experiment, using an intervention in healthy subjects or patients, to better understand human biology and/or disease’. Such studies provide useful physiological insights into clinical conditions in humans and expand our knowledge of physiology in health and disease. Well-planned mechanistic studies are therefore a vital step in progressing drug discovery in humans. It is important in such studies that the rights and safety of research participants are preserved, while at the same time (...)
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  36.  3
    Propagating pluripotency – The conundrum of self‐renewal.Austin Smith - 2024 - Bioessays 46 (12):2400108.
    The discovery of mouse embryonic stem cells in 1981 transformed research in mammalian developmental biology and functional genomics. The subsequent generation of human pluripotent stem cells (PSCs) and the development of molecular reprogramming have opened unheralded avenues for drug discovery and cell replacement therapy. Here, I review the history of PSCs from the perspective that long‐term self‐renewal is a product of the in vitro signaling environment, rather than an intrinsic feature of embryos. I discuss the relationship between (...)
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  37.  35
    Missed Druggable Cancer Hallmark: Cancer–Stroma Symbiotic Crosstalk as Paradigm and Hypothesis for Cancer Therapy.Eugene Sverdlov - 2018 - Bioessays 40 (11):1800079.
    During tumor evolution, cancer cells use the tumor‐stroma crosstalk to reorganize the microenvironment for maximum robustness of the tumor. The success of immune checkpoint therapy foretells a new cancer therapy paradigm: an effective cancer treatment should not aim to influence the individual components of super complex intracellular interactomes (molecular targeting), but try to disrupt the intercellular interactions between cancer and stromal cells, thus breaking the tumor as a whole. Arguments are provided in favor of a hypothesis that such interactions include (...)
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  38.  29
    Bioindustry Ethics.David Finegold (ed.) - 2005 - Elsevier Academic Press.
    This book is the first systematic, detailed treatment of the approaches to ethical issues taken by biotech and pharmaceutical companies. The application of genetic/genomic technologies raises a whole spectrum of ethical questions affecting global health that must be addressed. Topics covered in this comprehensive survey include considerations for bioprospecting in transgenics, genomics, drug discovery, and nutrigenomics, as well as how to improve stakeholder relations, design ethical clinical trials, avoid conflicts of interest, and establish ethics advisory boards. The expert (...)
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  39.  13
    The Hill equation and the origin of quantitative pharmacology.Arpad Tosaki, Bela Juhasz, Balazs Varga, Adam Kemeny-Beke, Judit Zsuga & Rudolf Gesztelyi - 2012 - Archive for History of Exact Sciences 66 (4):427-438.
    This review addresses the 100-year-old Hill equation (published in January 22, 1910), the first formula relating the result of a reversible association (e.g., concentration of a complex, magnitude of an effect) to the variable concentration of one of the associating substances (the other being present in a constant and relatively low concentration). In addition, the Hill equation was the first (and is the simplest) quantitative receptor model in pharmacology. Although the Hill equation is an empirical receptor model (its parameters have (...)
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  40.  16
    Substance concentrations as conditions for the realization of dispositions.J. Hastings, L. Jansen, Stefan Schulz & C. Steinbeck - 2011 - In Ronald Cornet & Stefan Schulz (eds.), Semantic Applications in Life Sciences. Proceedings of the 4th International Workshop on Formal Biomedical Knowledge Representation, hosted by Bio-Ontologies 2010.
    Ontologies aim to represent what is general, by means of universal statements. In contrast, dispositional predications capture knowledge about what is likely to happen if a certain set of circumstances obtain, which is crucial in investigative research such as in drug discovery and systems biology, where entities which are constitutionally dissimilar can nevertheless have similar behavior in a biological context. While such dispositional properties are increasingly included in biomedical ontologies, the circumstances under which the dispositions are realized are (...)
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  41.  13
    Enrichment metrics for the identification of stabilizers of the telomeric G quartet using genetic algorithm.Melissa Correa & Santiago Solorzano - 2020 - Minerva 1 (1):13-23.
    In this study a combination of computer tools for coupling and virtual screening is detailed, in 108 active molecules and 3620 decoys to find stabilizers for G quadruplex. To have more precise results, combinations of coupling programs with fifteen energy scoring functions were applied. The validation and evaluation of the metrics was done with the CompScore genetic algorithm. The results showed an increase in BEDROC and EF of 50% compared to other strategies, as well as reflecting early recognition of active (...)
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  42.  21
    The therapeutic potential of antisense oligonucleotides.Harsh W. Sharma & Ramaswamy Narayanan - 1995 - Bioessays 17 (12):1055-1063.
    Specific inhibition of gene expression by antisense agents provides the basis for rational drug discovery based on molecular targets. Due to the specificity of Watson‐Crick base‐pair hybridization, antisense oligodeoxynucleotides have been used extensively in attempts to inhibit gene expression in both in vitro and in vivo models. Analogues modified from normal phosphodiester oligodeoxynucleotides have entered clinical trials against diseases including AIDS and cancer. Although the precise mechanism of action of these drugs has not been clarified, these oligodeoxynucleotides offer (...)
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  43.  22
    Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms.Sahar K. Hussin, Salah M. Abdelmageid, Adel Alkhalil, Yasser M. Omar, Mahmoud I. Marie & Rabie A. Ramadan - 2021 - Complexity 2021:1-15.
    Virtual screening is the most critical process in drug discovery, and it relies on machine learning to facilitate the screening process. It enables the discovery of molecules that bind to a specific protein to form a drug. Despite its benefits, virtual screening generates enormous data and suffers from drawbacks such as high dimensions and imbalance. This paper tackles data imbalance and aims to improve virtual screening accuracy, especially for a minority dataset. For a dataset identified without (...)
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  44.  71
    Advance directives to protect embryos?K. Devolder - 2005 - Journal of Medical Ethics 31 (9):497-498.
    The continuing debate about the use of human embryonic stem cell researchThere is a growing consensus among scientists worldwide that embryonic stem cell research will lead to the development of therapies for common diseases or conditions that affect millions of people, including neurological disease or injury, diabetes, and myocardial infarction. HES cells are also valuable tools in understanding early human developmental processes, cell division and differentiation mechanisms, drug discovery and toxicity testing, and for developing models of human diseases. (...)
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  45.  63
    Using Patent Data to Assess the Value of Pharmaceutical Innovation.Aaron S. Kesselheim & Jerry Avorn - 2009 - Journal of Law, Medicine and Ethics 37 (2):176-183.
    Only 19 new molecular entities and 3 biologics were approved by the Food and Drug Administration in 2007, the lowest rate in 24 years. This disappointing output occurred despite steady clinical trial and regulatory review times, the FDA maintaining high approval rates, and the pharmaceutical industry consistently reporting increasing revenues. A government report suggests that fewer new drug applications have been submitted to the FDA by the pharmaceutical industry in recent years. These data have rekindled the debate as (...)
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  46. The debate on the ethics of AI in health care: a reconstruction and critical review.Jessica Morley, Caio C. V. Machado, Christopher Burr, Josh Cowls, Indra Joshi, Mariarosaria Taddeo & Luciano Floridi - manuscript
    Healthcare systems across the globe are struggling with increasing costs and worsening outcomes. This presents those responsible for overseeing healthcare with a challenge. Increasingly, policymakers, politicians, clinical entrepreneurs and computer and data scientists argue that a key part of the solution will be ‘Artificial Intelligence’ (AI) – particularly Machine Learning (ML). This argument stems not from the belief that all healthcare needs will soon be taken care of by “robot doctors.” Instead, it is an argument that rests on the classic (...)
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  47.  94
    Prediction of Subcellular Localization of Apoptosis Protein Using Chou’s Pseudo Amino Acid Composition.Hao Lin, Hao Wang, Hui Ding, Ying-Li Chen & Qian-Zhong Li - 2009 - Acta Biotheoretica 57 (3):321-330.
    Apoptosis proteins play an essential role in regulating a balance between cell proliferation and death. The successful prediction of subcellular localization of apoptosis proteins directly from primary sequence is much benefited to understand programmed cell death and drug discovery. In this paper, by use of Chou’s pseudo amino acid composition , a total of 317 apoptosis proteins are predicted by support vector machine . The jackknife cross-validation is applied to test predictive capability of proposed method. The predictive results (...)
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  48.  25
    Logical Knowledge Representation of Regulatory Relations in Biomedical Pathways.Sine Zambach & Jens Ulrik Hansen - 2010 - In S. Khuri, L. Lhotská & N. Pisanti (eds.), Information Technology in Bio- and Medical Informatics, ITBAM 2010. ITBAM 2010. Lecture Notes in Computer Science, vol 6266. Springer.
    Knowledge on regulatory relations, in for example regulatory pathways in biology, is used widely in experiment design by biomedical researchers and in systems biology. The knowledge has typically either been represented through simple graphs or through very expressive differential equation simulations of smaller sections of a pathway. As an alternative, in this work we suggest a knowledge representation of the most basic relations in regulatory processes regulates, positively regulates and negatively regulates in logics based on a semantic analysis. We discuss (...)
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    Applying Ethics in the Handling of Dual Use Research: The Case of Germany.Una Jakob, Felicitas Kraemer, Florian Kraus & Thomas Lengauer - forthcoming - Research Ethics.
    With regard to the handling of dual use research, the dominant approach in Germany aimed at mitigating dual use risks emphasizes the freedom of research and the strengthening of academic self-regulation. This article presents this approach as one example for a framework for handling security-relevant research, underlines the need for awareness-raising about risks of security-relevant research, and, more generally, highlights some of the dilemmas researchers and legislators face when dealing with security-relevant research. The article furthermore presents the key questions developed (...)
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  50. Proceedings of the 4th World Conference on Research Integrity: Brazil, Rio de Janeiro. 31 May - 3 June 2015.Lex Bouter, Melissa S. Anderson, Ana Marusic, Sabine Kleinert, Susan Zimmerman, Paulo S. L. Beirão, Laura Beranzoli, Giuseppe Di Capua, Silvia Peppoloni, Maria Betânia de Freitas Marques, Adriana Sousa, Claudia Rech, Torunn Ellefsen, Adele Flakke Johannessen, Jacob Holen, Raymond Tait, Jillon Van der Wall, John Chibnall, James M. DuBois, Farida Lada, Jigisha Patel, Stephanie Harriman, Leila Posenato Garcia, Adriana Nascimento Sousa, Cláudia Maria Correia Borges Rech, Oliveira Patrocínio, Raphaela Dias Fernandes, Laressa Lima Amâncio, Anja Gillis, David Gallacher, David Malwitz, Tom Lavrijssen, Mariusz Lubomirski, Malini Dasgupta, Katie Speanburg, Elizabeth C. Moylan, Maria K. Kowalczuk, Nikolas Offenhauser, Markus Feufel, Niklas Keller, Volker Bähr, Diego Oliveira Guedes, Douglas Leonardo Gomes Filho, Vincent Larivière, Rodrigo Costas, Daniele Fanelli, Mark William Neff, Aline Carolina de Oliveira Machado Prata, Limbanazo Matandika, Sonia Maria Ramos de Vasconcelos & Karina de A. Rocha - 2016 - Research Integrity and Peer Review 1 (Suppl 1).
    Table of contentsI1 Proceedings of the 4th World Conference on Research IntegrityConcurrent Sessions:1. Countries' systems and policies to foster research integrityCS01.1 Second time around: Implementing and embedding a review of responsible conduct of research policy and practice in an Australian research-intensive universitySusan Patricia O'BrienCS01.2 Measures to promote research integrity in a university: the case of an Asian universityDanny Chan, Frederick Leung2. Examples of research integrity education programmes in different countriesCS02.1 Development of a state-run “cyber education program of research ethics” in (...)
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