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      Lyme disease: the promise of Big Data, companion diagnostics and precision medicine

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          Abstract

          Lyme disease caused by the spirochete Borrelia burgdorferi has become a major worldwide epidemic. Recent studies based on Big Data registries show that >300,000 people are diagnosed with Lyme disease each year in the USA, and up to two-thirds of individuals infected with B. burgdorferi will fail conventional 30-year-old antibiotic therapy for Lyme disease. In addition, animal and human evidence suggests that sexual transmission of the Lyme spirochete may occur. Improved companion diagnostic tests for Lyme disease need to be implemented, and novel treatment approaches are urgently needed to combat the epidemic. In particular, therapies based on the principles of precision medicine could be modeled on successful “designer drug” treatment for HIV/AIDS and hepatitis C virus infection featuring targeted protease inhibitors. The use of Big Data registries, companion diagnostics and precision medicine will revolutionize the diagnosis and treatment of Lyme disease.

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          Most cited references48

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          Incidence of Clinician-Diagnosed Lyme Disease, United States, 2005–2010

          Extrapolation from a large medical claims database suggests that 329,000 cases occur annually.
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            A critical appraisal of "chronic Lyme disease".

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              Recent Progress in the Development of HIV-1 Protease Inhibitors for the Treatment of HIV/AIDS.

              HIV-1 protease inhibitors continue to play an important role in the treatment of HIV/AIDS, transforming this deadly ailment into a more manageable chronic infection. Over the years, intensive research has led to a variety of approved protease inhibitors for the treatment of HIV/AIDS. In this review, we outline current drug design and medicinal chemistry efforts toward the development of next-generation protease inhibitors beyond the currently approved drugs.
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                Author and article information

                Journal
                Infect Drug Resist
                Infect Drug Resist
                Infection and Drug Resistance
                Infection and Drug Resistance
                Dove Medical Press
                1178-6973
                2016
                13 September 2016
                : 9
                : 215-219
                Affiliations
                [1 ]International Lyme and Associated Diseases Society, Bethesda, MD
                [2 ] LymeDisease.org, Chico, CA, USA
                Author notes
                Correspondence: Raphael B Stricker, Union Square Medical Associates, 450 Sutter Street, Suite 1504, San Francisco, CA 94108, USA, Tel +1 415 399 1035, Fax +1 415 399 1057, Email rstricker@ 123456usmamed.com
                Article
                idr-9-215
                10.2147/IDR.S114770
                5024771
                27672336
                534888e7-72fe-408c-a690-ee905766257d
                © 2016 Stricker and Johnson. This work is published and licensed by Dove Medical Press Limited

                The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License ( http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.

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                Categories
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                Infectious disease & Microbiology
                hiv/aids,hepatitis c virus,big data,designer drugs,protease inhibitors

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