The Role of Galcanezumab in Migraine Prevention: Existing Data and Future Directions
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Artificial Intelligence in Health Care: the Hope, the Hype, the Promise, the Peril
Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril Michael Matheny, Sonoo Thadaney Israni, Mahnoor Ahmed, and Danielle Whicher, Editors WASHINGTON, DC NAM.EDU PREPUBLICATION COPY - Uncorrected Proofs NATIONAL ACADEMY OF MEDICINE • 500 Fifth Street, NW • WASHINGTON, DC 20001 NOTICE: This publication has undergone peer review according to procedures established by the National Academy of Medicine (NAM). Publication by the NAM worthy of public attention, but does not constitute endorsement of conclusions and recommendationssignifies that it is the by productthe NAM. of The a carefully views presented considered in processthis publication and is a contributionare those of individual contributors and do not represent formal consensus positions of the authors’ organizations; the NAM; or the National Academies of Sciences, Engineering, and Medicine. Library of Congress Cataloging-in-Publication Data to Come Copyright 2019 by the National Academy of Sciences. All rights reserved. Printed in the United States of America. Suggested citation: Matheny, M., S. Thadaney Israni, M. Ahmed, and D. Whicher, Editors. 2019. Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril. NAM Special Publication. Washington, DC: National Academy of Medicine. PREPUBLICATION COPY - Uncorrected Proofs “Knowing is not enough; we must apply. Willing is not enough; we must do.” --GOETHE PREPUBLICATION COPY - Uncorrected Proofs ABOUT THE NATIONAL ACADEMY OF MEDICINE The National Academy of Medicine is one of three Academies constituting the Nation- al Academies of Sciences, Engineering, and Medicine (the National Academies). The Na- tional Academies provide independent, objective analysis and advice to the nation and conduct other activities to solve complex problems and inform public policy decisions. -
DRUGS REQUIRING PRIOR AUTHORIZATION in the MEDICAL BENEFIT Page 1
Effective Date: 08/01/2021 DRUGS REQUIRING PRIOR AUTHORIZATION IN THE MEDICAL BENEFIT Page 1 Therapeutic Category Drug Class Trade Name Generic Name HCPCS Procedure Code HCPCS Procedure Code Description Anti-infectives Antiretrovirals, HIV CABENUVA cabotegravir-rilpivirine C9077 Injection, cabotegravir and rilpivirine, 2mg/3mg Antithrombotic Agents von Willebrand Factor-Directed Antibody CABLIVI caplacizumab-yhdp C9047 Injection, caplacizumab-yhdp, 1 mg Cardiology Antilipemic EVKEEZA evinacumab-dgnb C9079 Injection, evinacumab-dgnb, 5 mg Cardiology Hemostatic Agent BERINERT c1 esterase J0597 Injection, C1 esterase inhibitor (human), Berinert, 10 units Cardiology Hemostatic Agent CINRYZE c1 esterase J0598 Injection, C1 esterase inhibitor (human), Cinryze, 10 units Cardiology Hemostatic Agent FIRAZYR icatibant J1744 Injection, icatibant, 1 mg Cardiology Hemostatic Agent HAEGARDA c1 esterase J0599 Injection, C1 esterase inhibitor (human), (Haegarda), 10 units Cardiology Hemostatic Agent ICATIBANT (generic) icatibant J1744 Injection, icatibant, 1 mg Cardiology Hemostatic Agent KALBITOR ecallantide J1290 Injection, ecallantide, 1 mg Cardiology Hemostatic Agent RUCONEST c1 esterase J0596 Injection, C1 esterase inhibitor (recombinant), Ruconest, 10 units Injection, lanadelumab-flyo, 1 mg (code may be used for Medicare when drug administered under Cardiology Hemostatic Agent TAKHZYRO lanadelumab-flyo J0593 direct supervision of a physician, not for use when drug is self-administered) Cardiology Pulmonary Arterial Hypertension EPOPROSTENOL (generic) -
Artificial Intelligence: the Key to Unlocking Novel Real-World Data?
Artificial Intelligence: The Key to Unlocking Novel Real-World Data? While Artificial intelligence stands to make significant contributions to clinical research due to its unparalleled ability to translate unstructured data into real-world evidence (RWE), significant challenges remain in achieving regulatory-grade evidence. By Michele Cleary 16 | March/April 2019 Value & Outcomes Spotlight Artificial intelligence (AI) is revolutionizing healthcare services. From improving disease detection to supporting treatment decision making, AI has become ubiquitous in care delivery. Now AI is poised to transform the drug and device development process, helping researchers refine the approval process and significantly cutting both the time and the expense needed to bring products to market. While AI has long been used to facilitate recruitment of study subjects, optimize study design, and support patient adherence to study protocols, AI’s greatest contribution to clinical research may still be on the horizon— unlocking the data richness that lies within the mountains of novel real- world data (RWD) sources. This article explores how AI may improve clinical research through its ability to better translate RWD into real-world evidence (RWE), thus providing more valid evidence of clinical benefits and risks. Dan Riskin, MD, of Verantos, Rich Glinklich, MD of OM1, and Sebastian Schneeweiss, MD of Aetion all shared their valuable insights into how AI is transforming clinical research. THE SEARCH FOR REGULATORY-GRADE DATA With innovations in digital data, HEOR researchers are facing explosive growth in novel RWD sources. But as researchers move from traditional RWD sources (eg, registries and claims data) to these novel data sources, unstructured data present a significant opportunity and challenge. -
Galcanezumab-Gnlm) Injection, for Subcutaneous Use
1 HIGHLIGHTS OF PRESCRIBING INFORMATION • Administer in the abdomen, thigh, back of the upper arm, or These highlights do not include all the information needed to use buttocks subcutaneously. (2.3) EMGALITY safely and effectively. See full prescribing information for EMGALITY. ---------------------- DOSAGE FORMS AND STRENGTHS -------------------- • Injection: 120 mg/mL solution in a single-dose prefilled pen (3) EMGALITY (galcanezumab-gnlm) injection, for subcutaneous use Initial U.S. Approval: 2018 • Injection: 120 mg/mL solution in a single-dose prefilled syringe (3) • Injection: 100 mg/mL solution in a single-dose prefilled syringe (3) --------------------------- RECENT MAJOR CHANGES ------------------------- Indications and Usage, Episodic Cluster Headache (1.2) 06/2019 ------------------------------- CONTRAINDICATIONS ----------------------------- Dosage and Administration, Recommended Dosing for Episodic EMGALITY is contraindicated in patients with serious hypersensitivity Cluster Headache (2.2) 06/2019 to galcanezumab-gnlm or to any of the excipients. (4) ---------------------------- INDICATIONS AND USAGE -------------------------- ------------------------ WARNINGS AND PRECAUTIONS ---------------------- EMGALITY® is a calcitonin-gene related peptide antagonist indicated in Hypersensitivity Reactions: If a serious hypersensitivity reaction adults for the: occurs, discontinue administration of EMGALITY and initiate appropriate therapy. Hypersensitivity reactions could occur days after • preventive treatment of migraine. (1.1) -
Patient Focused Disease State and Assistance Programs
Patient Focused Disease State and Assistance Programs Medication Medication Toll-free Brand (Generic) Website number Additional Resources Allergy/Asthma Xolair (omalizumab) xolair.com 1-866-4-XOLAIR lung.org Cardiovascular Pradaxa (dabigatran) pradaxa.com 877-481-5332 heart.org Praluent (alirocumab) praluent.com 844-PRALUENT thefhfoundation.org Repatha (evolocumab) repatha.com 844-REPATHA Tikosyn (dofetilide) tikosyn.com 800-879-3477 Crohn’s Disease Cimzia (certolizumab pegol) cimzia.com 866-4-CIMZIA crohnsandcolitis.com Humira (adalimumab) humira.com 800-4-HUMIRA crohnsforum.com Stelara (ustekinumab) stelarainfo.com 877-STELARA Dermatology Cosentyx (secukinumab) cosentyx.com 844-COSENTYX psoriasis.org Dupixent (dupilumab) dupixent.com 844-DUPIXENT nationaleczema.org Enbrel (etanercept) enbrel.com 888-4-ENBREL Humira (adalimumab) humira.com 800-4-HUMIRA Otezla (apremilast) otezla.com 844-4-OTEZLA Stelara (ustekinumab) stelarainfo.com 877-STELARA Taltz (ixekizumab) taltz.com 800-545-5979 Hematology Aranesp (darbepoetin alfa) aranesp.com 805-447-1000 chemocare.com Granix (filgrastim) granixrx.com 888-4-TEVARX hematology.org Jadenu (deferasirox) jadenu.com 888-282-7630 Neulasta (pegfilgrastim) neulasta.com 800-77-AMGEN Neupogen (filgrastim) neupogen.com 800-77-AMGEN Nivestym (filgrastim) nivestym.com 800-879-3477 Zarxio (filgrastim) zarxio.com 800-525-8747 Zytiga (abiraterone) zytiga.com 800-JANSSEN Hepatitis B Baraclude (entecavir) baraclude.com 800-321-1335 cdc.gov Viread (tenofovir disoproxil viread.com 800-GILEAD-5 hepb.org fumarate) -
Using Real World Data in Pharmacoeconomic Evaluations
Using Real World Data in Pharmacoeconomic Evaluations: Challenges, Opportunities, and Approaches Andreas M. Pleil, PhD Senior Director Worldwide Medical and Outcomes Research Pfizer, Inc., La Jolla, CA Slide:2 Disclaimer and Acknowledgements The opinions expressed by the presenter are his and may not reflect the opinions or position of Pfizer, Inc., it’s Board or Management Many thanks to Lou Garrison for allowing me to steal many of these slides shamelessly Slide:3 Today’s Agenda Overview of the Landscape Where do data come from Report from the Task Force What was their charge Who did the charging What did they conclude Discussion points Is the RWTF sufficient Are there gaps in our knowledge What should we do next Applications from your world Group Project Slide:4 Where do “Data” Come From? Pre-clinical studies Provides a first assessment of the expected safety and efficacy of a compound using proven animal models Early Phase Clinical trials IND Safety focus and the beginnings of efficacy, dose ranging, and tolerability Pivotal Clinical trials Demonstrate safety and efficacy in well controlled (generally masked) randomized studies sufficient for market authorization NDA Filed Phase IIIB Expanded trials in different use situations NDA Approved or populations Phase IV Post marketing safety or “new” indications Real World Data Evaluations of safety, effectiveness and outcomes in “routine” clinical practice Slide:5 Who uses “Data”? Companies making internal decision regarding drug development Regulators responsible -
Generating Real-World Evidence by Strengthening Real-World Data Sources
Generating Real-World Evidence by Strengthening Real-World Data Sources Using “real-world evidence” to bring new “Every day, health care professionals are updating patients’ treatments to patients as part of the 21st electronic health records with data on clinical outcomes Century Cures Act (the “Cures Act”) is a key resulting from medical interventions used in routine clinical priority for the Department of Health and practice. As our experience with new medical products Human Services (HHS). Specifically, the Cures expands, our knowledge about how to best maximize their Act places focus on the use of real-world data benefits and minimize potential risks sharpens with each data to support regulatory decision-making, including point we gather. Every clinical use of a product produces data the approval of new indications for existing that can help better inform us about its safety and efficacy.” drugs in order to make drug development faster jacqueline corrigan-curay, md, jd and more efficient. As such, the Cures Act director of the office of medical policy in fda’s center for drug evaluation and research has tasked the Food and Drug Administration (FDA) to develop a framework and guidance for evaluating real-world evidence in the context of drug regulation.1 Under the FDA’s framework, real-world evidence (RWE) is generated by different study designs or analyses, including but not limited to, randomized trials like large simple trials, pragmatic trials, and observational studies. RWE is the clinical evidence about the use, potential benefits, and potential risks of a medical product based on an analysis of real-world data (RWD). -
The Breakthrough of Biosimilars: a Twist in the Narrative of Biological Therapy
biomolecules Review The Breakthrough of Biosimilars: A Twist in the Narrative of Biological Therapy Eva Rahman Kabir 1,* , Shannon Sherwin Moreino 1 and Mohammad Kawsar Sharif Siam 1,2 1 Department of Pharmacy, BRAC University, Dhaka 1212, Bangladesh 2 Department of Chemistry, University of Cambridge, Cambridge CB2 1EW, UK * Correspondence: [email protected] Received: 12 June 2019; Accepted: 20 August 2019; Published: 24 August 2019 Abstract: The coming wave of patent expiries of first generation commercialized biotherapeutical drugs has seen the global market open its doors to close copies of these products. These near perfect substitutes, which are termed as “biosimilars”, do not need to undergo intense clinical trials for their approval. However, they are mandated to produce identical similarity from their reference biologics in terms of clinical safety and efficacy. As such, these biosimilar products promise to foster unprecedented access to a wide range of life-saving biologics. However, seeing this promise be fulfilled requires the development of biosimilars to be augmented with product trust, predictable regulatory frameworks, and sustainable policies. It is vital for healthcare and marketing professionals to understand the critical challenges surrounding biosimilar use and implement informed clinical and commercial decisions. A proper framework of pharmacovigilance, education, and scientific exchange for biologics and biosimilars would ensure a dramatic rise in healthcare access and market sustainability. This paper seeks to collate and review all relevant published intelligence of the health and business potential of biosimilars. In doing so, it provides a visualization of the essential steps that are required to be taken for global biosimilar acceptance. -
761063Orig1s000
CENTER FOR DRUG EVALUATION AND RESEARCH APPLICATION NUMBER: 761063Orig1s000 CLINICAL PHARMACOLOGY AND BIOPHARMACEUTICS REVIEW(S) Office of Clinical Pharmacology Review BLA Number 761063 Link to EDR \\cdsesub1\evsprod\bla761063\0001\m1\us\cover.pdf Submission Date 10/27/2017 Submission Type NME, Standard Review Brand Name EMGALITYTM Generic Name Galcanezumab Dosage Form and Strength 120 mg/mL Prefilled auto-injector pen and Pre-filled syringe Route of Administration Subcutaneous injection Proposed Dose/Regimen: 120 mg once monthly, with a 240 mg loading dose as the initial dose Proposed Indication preventive treatment of migraine Applicant Eli Lilly and Company Associated IND 111295 OCP Review Team Bilal AbuAsal, Ph.D., Gopichand Gottipati, Ph.D., Kevin Krudys, Ph.D., Sreedharan Sabarinath, Ph.D. OCP Final Signatory Ramana Uppoor, Ph.D. 1 Reference ID: 4278873 Table of Contents 1. EXECUTIVE SUMMARY .......................................................................................................................... 3 1.1 Recommendations ........................................................................................................................ 3 1.2 Post-Marketing Requirements and Commitments ....................................................................... 4 2. SUMMARY OF CLINICAL PHARMACOLOGY ASSESSMENT ..................................................................... 5 2.1 Pharmacology and Clinical Pharmacokinetics............................................................................... 5 2.2 Dosing and -
Using Real-World Evidence to Accelerate Safe and Effective Cures Advancing Medical Innovation for a Healthier America June 2016 Leadership Senator William H
Using Real-World Evidence to Accelerate Safe and Effective Cures Advancing Medical Innovation for a Healthier America June 2016 Leadership Senator William H. Frist, MD Former U.S. Senate Majority Leader Chair, FDA: Advancing Medical Innovation Bipartisan Policy Center Representative Bart Gordon Former Member, U.S. House of Representatives Chair, FDA: Advancing Medical Innovation Bipartisan Policy Center Advisory Committee Marc M. Boutin, JD Chief Executive Officer National Health Council Mark McClellan, MD, PhD Director, Robert J. Margolis Center for Health Policy Duke University Patrick Soon-Shiong, MD Chairman and Chief Executive Officer Institute for Advanced Health Andrew von Eschenbach, MD President Samaritan Health Initiatives 1 Sta G. William Hoagland Ann Gordon Senior Vice President Writer Bipartisan Policy Center Michael Ibara, PharmD Janet M. Marchibroda Independent Consultant Director, Health Innovation Initiative and Executive Director, CEO Council on Health and Innovation Bipartisan Policy Center Tim Swope Senior Policy Analyst Bipartisan Policy Center Sam Watters Administrative Assistant Bipartisan Policy Center 2 FDA: ADVANCING MEDICAL INNOVATION EFFORT The Bipartisan Policy Center’s initiative, FDA: Advancing Medical Innovation, is developing viable policy options to advance medical innovation and reduce the time and cost associated with the discovery, development, and delivery of safe and effective drugs and devices for patients in the United States. Key areas of focus include the following: Improving the medical product development process; Increasing regulatory clarity; Strengthening the Food and Drug Administration’s (FDA) ability to carry out its mission; Using information technology to improve health and health care; and Increasing investment in medical products to address unmet and public health needs. -
Korea Sukyeong Kim, Phd Senior Research Fellow, International Cooperation Advisor Evidence-Based Healthcare Research Division
Real World Evidence and Local Evidence Generation: How Should it Be Approached in Asia Pacific? - Korea Sukyeong Kim, PhD Senior Research Fellow, International Cooperation Advisor Evidence-based Healthcare Research Division Real World Data & Real World Evidence • Real World Data o The data relating to patient health status and/ or the delivery of health care routinely collected from a variety of sources • Electronic health records (EHRs) • Claims and billing activities • Product and disease registries • Patient-related activities in out-patient or in-home use settings • Health-monitoring devices • Real World Evidence o The clinical evidence regarding the usage and potential benefits or risks of medical product derived from analysis of Real World Data FDA. Real World Evidence. https://www.fda.gov/ScienceResearch/SpecialTopics/RealWorldEvidence/default.htm 2 1 NHI system and Real World Data • National Health Insurance System o Operating based on Electronic Data Interchange and web-base claims submission 3 Real World Data • Medical Record o Electronic Medical Record in Hospitals and Clinics • Facilitated by electronic National Health Insurance Claims Review and Assessment system building • Tertiary hospitals have been leading Electronic Medical Record and hospital Information and Communication System • Medium and small hospitals and clinics adopted EMR system around 97% in 2014 4 2 Real World Data • National Health Insurance Information System o Electronic NHI Claims Review and Assessment System • Based on web-based claims submission 5 Real -
Immunfarmakológia Immunfarmakológia
Gergely: Immunfarmakológia Immunfarmakológia Prof Gergely Péter Az immunpatológiai betegségek döntő többsége gyulladásos, és ennek következtében általában szövetpusztulással járó betegség, melyben – jelenleg – a terápia alapvetően a gyulladás csökkentésére és/vagy megszűntetésére irányul. Vannak kizárólag gyulladásgátló gyógyszereink és vannak olyanok, amelyek az immunreakció(k) bénításával (=immunszuppresszió révén) vagy emellett vezetnek a gyulladás mérsékléséhez. Mind szerkezetileg, mind hatástanilag igen sokféle csoportba oszthatók, az alábbi felosztás elsősorban didaktikus célokat szolgál. 1. Nem-szteroid gyulladásgátlók (‘nonsteroidal antiinflammatory drugs’ NSAID) 2. Kortikoszteroidok 3. Allergia-elleni szerek (antiallergikumok) 4. Sejtoszlás-gátlók (citosztatikumok) 5. Nem citosztatikus hatású immunszuppresszív szerek 6. Egyéb gyulladásgátlók és immunmoduláns szerek 7. Biológiai terápia 1. Nem-szteroid gyulladásgátlók (NSAID) Ezeket a vegyületeket, melyek őse a szalicilsav (jelenleg, mint acetilszalicilsav ‘aszpirin’ használatos), igen kiterjedten alkalmazzák a reumatológiában, az onkológiában és az orvostudomány szinte minden ágában, ahol fájdalom- és lázcsillapításra van szükség. Egyes felmérések szerint a betegek egy ötöde szed valamilyen NSAID készítményt. Szerkezetük alapján a készítményeket több csoportba sorolhatjuk: szalicilátok (pl. acetilszalicilsav) pyrazolidinek (pl. fenilbutazon) ecetsav származékok (pl. indometacin) fenoxiecetsav származékok (pl. diclofenac, aceclofenac)) oxicamok (pl. piroxicam, meloxicam) propionsav