Tag: Medicinal Chemistry

  • Insilico Medicine’s AI-driven approach yields promising PTPN2/N1 inhibitor for cancer immunotherapy

    Insilico Medicine’s AI-driven approach yields promising PTPN2/N1 inhibitor for cancer immunotherapy

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    In recent years, cancer immunotherapy, exemplified by PD-1 and its ligand PD-L1 blockade, has made remarkable advances. But while immunotherapy drugs offer new treatment possibilities, only about 20% to 40% of patients respond to these treatments. The majority either don’t respond or develop drug resistance. Researchers are now looking for ways to enhance the scope of tumor immunotherapy in order to benefit a wider range of patients. 

    One such avenue is through the protein tyrosine phosphatase non-receptor type 2 (PTPN2) and its close superfamily member, PTPN1, identified in previous research as crucial modulators involved in the regulation of immune cells signaling pathways that promote tumorigenesis by attenuating tumor-directed immunity. While promising, the development of PTPN2/PTPN1 inhibitors has faced challenges as a result of unfavorable pharmacokinetics due to the highly cationic active site and the relatively shallow nature of the protein surface.

    In a significant milestone, researchers at Abbvie discovered the dual PTPN2/N1 inhibitor ABBV-CLS-484 through structure-based drug design and optimization of drug-like properties. Now, clinical stage artificial intelligence (AI)-driven drug discovery company Insilico Medicine (“Insilico”) has initiated a program with a fast-follow strategy to design a novel PTPN2/N1 inhibitor with drug-likeness properties and in vivo oral absorption, supported by the Company’s generative AI drug design engine Chemistry42. The research was published in the European Journal of Medicinal Chemistry on April 5.

    Scientists inputted the structure of the known PTPN2/N1 inhibitor as a reference compound to Chemistry42 as a starting point and generated a series of novel PTPN2/N1 inhibitors based on ligand-based drug design strategy. They further optimized and synthesized the most promising molecules and obtained candidates with desirable ADME properties. Insilico’s compound demonstrated enhanced oral absorption, systemic exposure, and equivalent biological activities compared to the reference compound in in vitro studies. Furthermore, Insilico’s compound demonstrated the same efficacious dose as the reference compound in murine model. 

    One of the most significant advances in the research was validating the fast follow ability of Chemistry42, the molecular generation and design engine of Pharma.AI, which allows users to rapidly improve existing molecules with more desirable properties. In this paper, we reported a novel PTPN2/PTPN1 inhibitor demonstrating nanomolar inhibitory potency, good in vivo oral bioavailability, and robust in vivo antitumor efficacy. Further investigation is currently ongoing.”


    Xiao Ding, PhD, vice president and head of medicinal chemistry of Insilico Medicine

    Insilico Medicine is a pioneer in using generative AI for drug discovery and development. The Company first described the concept of using generative AI for the design of novel molecules in a peer-reviewed journal in 2016. Then, Insilico developed and validated multiple approaches and features for its generative adversarial network (GAN)-based AI platform and integrated those algorithms into the commercially available Pharma.AI platform, which includes generative biology, chemistry, and medicine and has been used to produce a robust pipeline of promising therapeutic assets in multiple disease areas, including fibrosis, cancer, immunology and aging-related disease, a number of which have been licensed. Since 2021, Insilico has nominated 18 preclinical candidates in its comprehensive portfolio of over 30 assets and has advanced six pipelines to the clinical stage. In March 2024, the Company published a paper in Nature Biotechnology that discloses the raw experimental data and the preclinical and clinical evaluation of its lead drug – a potentially first-in-class TNIK inhibitor for the treatment of idiopathic pulmonary fibrosis discovered and designed using generative AI currently in Phase II trials with patients. 

    Source:

    Journal reference:

    Zheng, J., et al. (2024) Synthesis and structure-activity optimization of azepane-containing derivatives as PTPN2/PTPN1 inhibitors. European Journal of Medicinal Chemistry. doi.org/10.1016/j.ejmech.2024.116390.

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  • Researchers develop precise drugs to target HIV’s Nef protein

    Researchers develop precise drugs to target HIV’s Nef protein

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    A team of University of Michigan researchers has successfully modified a naturally occurring chemical compound in the lab, resulting in advanced lead compounds with anti-HIV activity.

    Their results, published March 7 in the Journal of Medicinal Chemistry, offer a new path forward in the development of drugs that could potentially help cure-;rather than treat-;HIV.

    Although effective treatments are available to manage HIV, a cure has remained elusive due to the virus’s ability to hide from the immune system, lying dormant in reservoirs of infected cells.

    With most viruses, when people get infected, they get sick for a while and then the immune system kicks in and the virus is cleared. But with HIV, once a patient is infected, that virus will persist for their entire life-;meaning they must remain on treatments indefinitely.”


    Kathleen Collins, Professor, Microbiology and Immunology, University of Michigan

    One key to HIV’s ability to remain hidden in patients’ cells is a protein that the virus makes, called Nef. This protein shuts down a system that the cell would normally use to alert the immune system to an infection, thus preventing the immune cells from recognizing and clearing the virus.

    Collins and her lab have studied this protein for more than 15 years, investigating how it works and how it can be disabled. She and David Sherman, professor at the U-M Life Sciences Institute, previously discovered that a chemical found in nature can inhibit HIV Nef, allowing the immune system to find and eliminate virally infected cells: a compound called concanamycin A (CMA), which is produced by a soil-derived microorganism.

    In its natural form, however, CMA presents several challenges as a potential therapeutic. The first challenge the team had to overcome was supply. While CMA is a naturally occurring compound, the original bacteria that produces it does so in quantities far too small to be useful for testing and modification in the lab.

    Another major challenge with developing CMA as an anti-HIV drug is that Nef is not CMA’s primary target.

    “CMA’s main job in human cells is to inhibit an enzyme called V-ATPase, which we absolutely do not want to block in this case,” said Sherman, who is also a professor at the U-M College of Pharmacy, Medical School, and College of Literature, Science, and the Arts. “So, we needed to find a way to modify CMA’s activity, widening the effective dosage gap between when it starts to inhibit the target we’re aiming for-;HIV Nef -; without affecting V-ATPase, its typical cellular target.”

    With this latest research, the team has overcome both of these challenges. Using bioengineering, Sherman’s team was able to develop a bacterial strain that increased CMA production 2,000-fold. Synthetic chemists in the lab then created more than 70 new variations of the compound, swapping out different chemical groups, to test for their potency against HIV Nef.

    Collins’ lab team ran the new compounds through a battery of tests to measure their toxicity to cells, as well as how they affected the activities of both HIV Nef and V-ATPase.

    “Even though we know that CMA is extremely active against the HIV Nef protein, all drugs have side effects,” said Collins, also a professor of internal medicine at the Medical School. “And so we wanted to ensure we’ve done everything we can to minimize the side effect profile of the drug before we consider putting it into an animal or human.”

    The team now has several CMA analogs that show high potency in blocking HIV Nef at very low dosage levels, without interrupting off-target effects or causing toxicity in human cells. They caution, however, that several important steps remain before the compounds would be ready for further testing in a clinical setting.

    “We are really encouraged, though, because our groups have solved some very important problems,” Sherman said. “We have engineered microorganisms to produce sustainable supplies of the natural product molecules and have really good chemical methods to make new analogs. And we have the methodologies in place to continue tracking the critical toxicity and potency parameters to further reduce off-target effects.”

    Source:

    Journal reference:

    McCauley, M., et al. (2024). Structure–Activity Relationships of Natural and Semisynthetic Plecomacrolides Suggest Distinct Pathways for HIV-1 Immune Evasion and Vacuolar ATPase-Dependent Lysosomal Acidification. Journal of Medicinal Chemistry. doi.org/10.1021/acs.jmedchem.3c01574.

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  • Rare gene mutations in hereditary Alzheimer’s disease disrupt amyloid production, study shows

    Rare gene mutations in hereditary Alzheimer’s disease disrupt amyloid production, study shows

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    A University of Kansas study of rare gene mutations that cause hereditary Alzheimer’s disease shows these mutations disrupt production of a small sticky protein called amyloid.

    Plaques composed of amyloid are notoriously found in the brain in Alzheimer’s disease and have long been considered responsible for the inexorable loss of neurons and cognitive decline. Using a model species of worm called C. elegans that’s often used in labs to study diseases at the molecular level, the research team came to the surprising conclusion that the stalled process of amyloid production -; not the amyloid itself -; can trigger loss of critical connections between nerve cells.

    The research, appearing in the journal Cell Reports, was headed by Michael Wolfe, Mathias P. Mertes Professor of Medicinal Chemistry at KU. 

    The research team focused on the rare inherited mutations because these mutations are found in genes that encode proteins that produce amyloid. 

    If we can understand what’s happening in this inherited form of the disease where a single mutation can trigger it. that might be a clue to what’s going on in all the other cases.” 


    Michael Wolfe, Mathias P. Mertes Professor of Medicinal Chemistry at KU

    The rare mutations are particularly devastating, as they fate the mutation carrier to Alzheimer’s disease in middle age, and children of a mutation carrier have a 50% chance of inheriting the disease-causing mutation.

    Wolfe said hereditary Alzheimer’s disease shows the same pathology, the same presentation clinically and the same progression of symptoms as the “common, garden-variety” of Alzheimer’s related to old age.

    “You see the same amyloid plaques in the hereditary disease,” he said. “We think that these inherited mutations, though rare, are key to what’s going on with all Alzheimer’s disease.”

    Wolfe, who earned his doctorate at KU and returned to the university seven years ago for collaborative research opportunities, joined forces with Brian Ackley, associate professor of molecular biology at KU, whose lab specializes in research with the C. elegans model worm. The research team also included other KU collaborators as well as investigators in Beijing, China, and at Harvard Medical School.

    Co-authors with KU’s Department of Medicinal Chemistry were Sujan Devkota, Vaishnavi Nagarajan, Arshad Noorani and Sanjay Bhattarai; co-authors at KU’s Department of Molecular Biosciences were Ackley and Yinglong Miao; and co-authors from KU’s Center for Computational Biology were Hung Do and Anita Saraf. Other KU co-authors were Caitlin Overmeyer of the Graduate Program in Neurosciences and Justin Douglas of KU’s Nuclear Magnetic Resonance Core Lab. The KU personnel collaborated with Rui Zhou of Tsinghua University in Beijing and Masato Maesako of Harvard Medical School.

    Wolfe said the discovery could point the way toward new approaches to Alzheimer’s therapies, and he hoped fellow researchers and developers of drug therapies would pay close attention to his team’s results. 

    “Our findings suggest what’s needed is a stimulator of the amyloid-producing enzyme, to restart stalled processes and address both problems: eliminating stalled protein complexes that lead to degeneration of nerve cell connections and producing more soluble forms of amyloid. This approach could address both contributing factors simultaneously.”

    Source:

    Journal reference:

    Devkota, S., et al (2024). Familial Alzheimer mutations stabilize synaptotoxic γ-secretase-substrate complexes. Cell Reports. doi.org/10.1016/j.celrep.2024.113761.

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  • Taylor, C. T. & McElwain, J. C. Ancient atmospheres and the evolution of oxygen sensing via the hypoxia-inducible factor in metazoans. Physiology 25, 272–279 (2010).

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