[PDF] Clinical Decision Support For Pharmacogenomic Precision Medicine eBook

Author : Beth Devine
Publisher : Academic Press
Page : 300 pages
File Size : 11,27 MB
Release : 2022-06-14
Category : Medical
ISBN : 0128244542

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Clinical Decision Support for Pharmacogenomic Precision Medicine: Foundations and Implementation offers overviews, methods and strategies for translating genomic medicine to clinical practice. The book's authors explore incorporating pharmacogenetics into electronic health records, CDS methods and infrastructure for delivery, economic evaluation, the hospital administrations’ role and needs in integration, and patient counseling aspects. The book empowers clinicians, researchers, translational scientists, and data and IT experts to effectively navigate the complex landscape of CDS for pharmacogenomic precision medicine. Illustrative case studies of existing gene networks include CSER, eMERGE, the IGNITE network, DIGITIZE, the CDS Learning Network (RTI), ClinGen, Ubiquitous and CDS Hooks. Offers an applied, case-driven discussion of CDS for pharmacogenomic precision medicine Illustrates key concepts, contemporary developments, and future directions using examples of existing gene networks Features contributions from leading voices in precision medicine and clinical decision support

Author : M. Schwab
Publisher : Karger Medical and Scientific Publishers
Page : 148 pages
File Size : 15,47 MB
Release : 2010-06-25
Category : Medical
ISBN : 3805594992

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In recent years, there have been major developments in the fields of pharmacogenetics and pharmacogenomics, with the potential to make drug treatments in psychiatric medicine more effective. However, improvements in drug efficacy and tolerability, as well as finding the optimal dosage, can only be realized if in vivo mechanisms of drug action and ADME (absorption, distribution, metabolism, excretion) processes (pharmacokinetics) of psychopharmacological agents are better understood. In this volume, current progress and perspectives in pharmacogenetic testing of drug-metabolizing enzymes, drug transporters and other drug targets involved in the response to psychotropic agents are described extensively. This provides a timely overview of what has been achieved in the area of psychiatric pharmacogenomics alongside some promising directions and perspectives for future research.Psychiatrists, general medical doctors as well as pharmacologists and clinical pharmacologists will find new insights into the development and applications of pharmacogenomics in psychiatry.

Author : Paul Cerrato
Publisher : Taylor & Francis
Page : 164 pages
File Size : 37,93 MB
Release : 2020-01-06
Category : Business & Economics
ISBN : 1000055558

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This book takes an in-depth look at the emerging technologies that are transforming the way clinicians manage patients, while at the same time emphasizing that the best practitioners use both artificial and human intelligence to make decisions. AI and machine learning are explored at length, with plain clinical English explanations of convolutional neural networks, back propagation, and digital image analysis. Real-world examples of how these tools are being employed are also discussed, including their value in diagnosing diabetic retinopathy, melanoma, breast cancer, cancer metastasis, and colorectal cancer, as well as in managing severe sepsis. With all the enthusiasm about AI and machine learning, it was also necessary to outline some of criticisms, obstacles, and limitations of these new tools. Among the criticisms discussed: the relative lack of hard scientific evidence supporting some of the latest algorithms and the so-called black box problem. A chapter on data analytics takes a deep dive into new ways to conduct subgroup analysis and how it’s forcing healthcare executives to rethink the way they apply the results of large clinical trials to everyday medical practice. This re-evaluation is slowly affecting the way diabetes, heart disease, hypertension, and cancer are treated. The research discussed also suggests that data analytics will impact emergency medicine, medication management, and healthcare costs. An examination of the diagnostic reasoning process itself looks at how diagnostic errors are measured, what technological and cognitive errors are to blame, and what solutions are most likely to improve the process. It explores Type 1 and Type 2 reasoning methods; cognitive mistakes like availability bias, affective bias, and anchoring; and potential solutions such as the Human Diagnosis Project. Finally, the book explores the role of systems biology and precision medicine in clinical decision support and provides several case studies of how next generation AI is transforming patient care.

Author : Maher Khelifi
Publisher :
Page : 42 pages
File Size : 46,66 MB
Release : 2015
Category :
ISBN :

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The use of pharmacogenomics (PGx)in clinical practice is still facing several challenges in reaching full adoption. PGx is an emerging field that aims to deploy genetic information to target drug therapy. To incorporate this science into clinical practice, many support the use of Pharmacogenomics Clinical Decision Support Systems (PGx-CDS) for medication prescriptions. This interest emerged with the new guidelines developed to incorporate genetics to optimize drug dosage and reduce adverse events. In my thesis, I investigate the development of PGx-CDS to (1) identify challenges and barriers of the implementation of PGx-CDS in clinical settings, (2) develop a new design approach of CDS with functional characteristics that can improve the adoption of Pharmacogenomics guidelines and improve patient safety, and (3) create design guidelines and recommendations. Through this work, I aim to study the implementation of PGx-CDS and develop design features that can overcome the challenges of its adoption in clinical settings.

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
Page : 145 pages
File Size : 47,99 MB
Release : 2017-11-17
Category : Medical
ISBN : 0309462630

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Those involved in the drug development process face challenges of efficiency and overall sustainability due in part to high research costs, lengthy development timelines, and late-stage drug failures. Novel clinical trial designs that enroll participants based on their genetics represent a potentially disruptive change that could improve patient outcomes, reduce costs associated with drug development, and further realize the goals of precision medicine. On March 8, 2017, the Forum on Drug Discovery, Development, and Translation and the Roundtable on Genomics and Precision Health of the National Academies of Sciences, Engineering, and Medicine hosted the workshop Enabling Precision Medicine: The Role of Genetics in Clinical Drug Development. Participants examined successes, challenges, and possible best practices for effectively using genetic information in the design and implementation of clinical trials to support the development of precision medicines, including exploring the potential advantages and disadvantages of such trials across a variety of disease areas. This publication summarizes the presentations and discussions from the workshop.

Author : Erika Cecchin
Publisher :
Page : 208 pages
File Size : 32,73 MB
Release : 2020
Category :
ISBN : 9783039367313

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Pharmacogenomics is one of the emerging approaches to precision medicine, tailoring drug selection and dosing to the patient's genetic features. In recent years, several pharmacogenetic guidelines have been published by international scientific consortia, but the uptake in clinical practice is still poor. Many coordinated international efforts are ongoing in order to overcome the existing barriers to pharmacogenomic implementation. On the other hand, existing validated pharmacogenomic markers can explain only a minor part of the observed clinical variability in the therapeutic outcome. New investigational approaches are warranted, including a study of the pharmacogenomic role of the immune system genetics and of previously neglected rare genetic variants, reported to account for a large part of inter-individual variability in drug metabolism. In this book, we have collected a series of articles covering many aspects of pharmacogenomics. These include clinical implementation of pharmacogenomics in clinical practice, development of tools or infrastructures to support this process, research of new pharmacogenomics markers to increase drug efficacy and safety, and the impact of rare genetic variants in pharmacogenomics.

Author : Yui-Wing Francis Lam
Publisher : Academic Press
Page : 515 pages
File Size : 35,64 MB
Release : 2013-02-12
Category : Science
ISBN : 0123983037

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Pharmacogenomics: Challenges and Opportunities in Therapeutic Implementation includes discussions and viewpoints from the academic, regulatory, pharmaceutical, clinical, socio-ethical and economic perspectives. Each chapter presents an overview of the potential or opportunity within the areas discussed and also outlines foreseeable challenges and limitations in moving pharmacogenomics into drug development and direct therapeutic applications. This edited book contains review questions for a more in-depth analysis of the implications of pharmacogenomics and discussion points to generate ideas on best to move the field forward. Clinical pearls and case studies are used to illustrate real-life experiences and both successful and unsuccessful applications. Tables, figures, and annotations are included throughout the book to facilitate understanding and further reference. Multi-contributed book and chapters are written by contributors who are experts in their field Provides perspectives from those involved in all aspects of pharmacogenomics—including academic, regulatory, economic, industry and medical—to illustrate how all of the pieces fit together and where the challenges may be Includes case studies of both successful and unsuccessful applications so readers can consider the potential and challenges in moving the science into drug development and direct therapeutic applications Chapters contain discussion questions and clinical pearls and enable readers to reflect on how to move pharmacogenomics forward and apply these observations and useful tips to their own work and research

Author : Ernst R. Berndt
Publisher : University of Chicago Press
Page : 361 pages
File Size : 43,51 MB
Release : 2019-04-22
Category : Business & Economics
ISBN : 022661123X

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Personalized and precision medicine (PPM)—the targeting of therapies according to an individual’s genetic, environmental, or lifestyle characteristics—is becoming an increasingly important approach in health care treatment and prevention. The advancement of PPM is a challenge in traditional clinical, reimbursement, and regulatory landscapes because it is costly to develop and introduces a wide range of scientific, clinical, ethical, and socioeconomic issues. PPM raises a multitude of economic issues, including how information on accurate diagnosis and treatment success will be disseminated and who will bear the cost; changes to physician training to incorporate genetics, probability and statistics, and economic considerations; questions about whether the benefits of PPM will be confined to developed countries or will diffuse to emerging economies with less developed health care systems; the effects of patient heterogeneity on cost-effectiveness analysis; and opportunities for PPM’s growth beyond treatment of acute illness, such as prevention and reversal of chronic conditions. This volume explores the intersection of the scientific, clinical, and economic factors affecting the development of PPM, including its effects on the drug pipeline, on reimbursement of PPM diagnostics and treatments, and on funding of the requisite underlying research; and it examines recent empirical applications of PPM.

Author : Terrence Adam
Publisher : Springer Nature
Page : 349 pages
File Size : 24,39 MB
Release : 2019-09-17
Category : Medical
ISBN : 3030186261

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This book adopts an integrated and workflow-based treatment of the field of personalized and precision medicine (PPM). Outlined within are established, proven and mature workflows as well as emerging and highly-promising opportunities for development. Each workflow is reviewed in terms of its operation and how they are enabled by a multitude of informatics methods and infrastructures. The book goes on to describe which parts are crucial to discovery and which are essential to delivery and how each of these interface and feed into one-another. Personalized and Precision Medicine Informatics provides a comprehensive review of the integrative as well as interpretive nature of the topic and brings together a large body of literature to define the topic and ensure that this is the key reference for the topic. It is an unique contribution that is positioned to be an essential guide for both PPM experts and non-experts, and for both informatics and non-informatics professionals.