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Machine learning: A useful tool in the development of next generation antibody therapeutics

Drug Discovery World

Ben Holland , CTO and Co-Founder of Antiverse discusses how artificial intelligence and machine learning are benefitting antibody discovery and design. Modern experimental procedures, such as immunisation, B-cell screening, and synthetic library generation, have been pivotal in developing approximately 80 FDA-approved antibody therapeutics.

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Three trends in the antibody-drug conjugate (ADC) marketĀ 

Drug Discovery World

Antibody-drug conjugates (ADCs) are biopharmaceutical products in which a monoclonal antibody (mAB) is linked to a small molecule drug with a stable linker 1. A Nature publication confirmed that there are currently 12 FDA-approved ADCs on the market, and nine of these secured FDA approval in the past six years 2.

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FDA approval to Keytruda and Lenvima; FibroGenā€™s Roxadustat; Pfizerā€™s TICOVAC; Ipsenā€™s Palovarotene; Jazz Pharmaā€™s Xywav; Seagen-RemeGenā€™s Cancer Medicine

Delveinsight

FDAā€™s Green Flag to Keytruda and Lenvima combination by Merck and Eisai for Advanced renal cell carcinoma (RCC). The FDA approved the combination of Keytruda and Lenvima produced by Merck and Eisai, as a first-line treatment of adult patients with advanced renal cell carcinoma (RCC). Global President, Vaccines, Pfizer.

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Brukinsa (zanubrutinib) Gets FDA Approval for Chronic Lymphocytic Leukemia or Small Lymphocytic Lymphoma

XTalks

This is the fourth US FDA approval that BeiGene has received for Brukinsa since 2019. Diagnosis is confirmed by a differential complete blood count and genetic testing. Treatment selection is determined by age, disease severity, comorbidities and the presence or absence of certain genetic mutations. percent vs 72.9

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J&Jā€™s Carvykti and BMSā€™ Abecma Win FDA Approvals for Earlier Use in Multiple Myeloma

XTalks

After backing from the US Food and Drug Administrationā€™s (FDA) Oncologic Drugs Advisory Committee (ODAC) last month, Johnson and Johnson (J&J) and Bristol Myers Squibb (BMS) scored FDA approvals for the use of their B-cell maturation antigen (BCMA)-targeting CAR T-cell therapies as earlier line treatment options for multiple myeloma.

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FoundationOne Liquid CDx Is a New Companion Diagnostic for Metastatic Colorectal Cancer

XTalks

Foundation Medicine recently announced that the US Food and Drug Administration (FDA) approved FoundationOne Liquid CDx to serve as a companion diagnostic for identifying metastatic colorectal cancer patients with BRAF V600E alterations, suitable for treatment with Pfizer’s Braftovi (encorafenib) with cetuximab.

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New England Journal of Medicine Publishes Positive Initial Regeneron Antibody Cocktail Results in Non-hospitalized Patients with COVID-19

The Pharma Data

NASDAQ: REGN ) today announced that the New England Journal of Medicine (NEJM) has published initial clinical data from an ongoing seamless Phase 1/2/3 trial of the antibody cocktail casirivimab and imdevimab in non-hospitalized patients with COVID-19. TARRYTOWN, N.Y. , 17, 2020 /PRNewswire/ — Regeneron Pharmaceuticals, Inc.