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From siloed data to breakthroughs: multimodal AI in drug discovery

Drug Target Review

NGS has revolutionised genomic analysis, enabling the identification of disease-related genetic variants. This ability to correlate seemingly disparate data is crucial for tackling complex targets and discovering new treatments for diseases considered difficult to treat with conventional approaches. Lifescienceleader.com.

Drugs 64
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Inavolisib

New Drug Approvals

Vanhaesebroeck B, Perry MW, Brown JR, Andr F, Okkenhaug K (October 2021). Chen J, Lv S, Liu J, Yu Y, Wang H, Zhang H (December 2021). 22 June 2021. 3] Structure, reactivity, and synthesis Inavolisib is a synthetic, organic, small compound (the full structure can be seen here ). [8] Drug Discovery. PMC 9297732. PMID 34127844.

FDA 57
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Zilucoplan

New Drug Approvals

Its sodium salt is used for the treatment of generalised myasthenia gravis (a disease that leads to muscle weakness and tiredness) in adults whose immune system produces antibodies against acetylcholine receptors. Retrieved 24 June 2021. [1] Zilucoplan is a 15 amino-acid, synthetic macrocyclic peptide with formula C172H278N24O55.

FDA 57
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Taletrectinib

New Drug Approvals

1] [2] Adverse effects The FDA prescribing information for taletrectinib includes warnings and precautions for hepatotoxicity, interstitial lung disease/pneumonitis, QTc interval prolongation, hyperuricemia, myalgia with creatine phosphokinase elevation, skeletal fractures, and embryo-fetal toxicity. [1] World Health Organization (2021).

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Vor, with new CEO, changes course to target autoimmune disease

BioPharma Drive: Drug Pricing

Published June 26, 2025 Gwendolyn Wu Senior reporter post share post print email license B cells, like those pictured above, malfunction in autoimmune disease. Vor Biopharma licensed a drug in June 2025 that targets proteins essential to B cell survival. Now, Vor is reestablishing itself as an autoimmune disease company.

Disease 109
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Pirtobrutinib

New Drug Approvals

4] The most common prior Bruton’s tyrosine kinase inhibitors received were ibrutinib (67%), acalabrutinib (30%), and zanubrutinib (8%); 83% had discontinued their last Bruton’s tyrosine kinase inhibitor due to refractory or progressive disease. [4] 2021 Mar 6;397(10277):892-901. 27 January 2023. 27 January 2023.

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Crinecerfont

New Drug Approvals

4] A medication used to reduce the amount of steroid replacement required in patients with a genetic disease that causes, amongst other symptoms, a steroid deficiency. 2021 Nov 30;186(1):R1-R14. . : 321839-75-2 Molecular Weight 519.50 1] It is taken by mouth. [1] Eur J Endocrinol. doi: 10.1530/EJE-21-0794.

FDA 62