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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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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.

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FDA approves BMSā€™ multiple myeloma CAR-T Abecma

pharmaphorum

It is a CAR-T (chimeric antigen receptor T-cell) therapy, where a patientā€™s own T-cells are harvested, genetically modified and then reinjected to fight the cancer. However the payout worth up to $7 billion never happened after another CAR-T Breyanzi (lisocatbtagene maraleucel) was approved in February, missing a deadline set out in the CVR.

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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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mRNA Cancer Vaccines and Therapies: An Overview

Advarra

Adoptive T Cell therapies, therapeutic antibodies, and immunomodulatory proteins represent just some of the potentially beneficial treatment strategies for successful mRNA cancer trials. One strategy proposed the use of synthetic mRNA or modified mRNA analogs, which can enhance the stability and protein expression of mRNA.

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Sareptaā€™s Elevidys Reaches Finish Line as First Gene Therapy Approved for Duchenne Muscular Dystrophy

XTalks

The approval is restricted to ambulatory patients within this narrow age range due to uncertainty around its effectiveness in older children, which Sarepta hopes to clarify in a confirmatory trial. DMD is a rare genetic disorder that leads to progressive muscle degeneration and weakness. It is injected into a patientā€™s muscle tissue.