The Unlikely Alliance: How Cancer Drugs Are Forging a New Front Against Neurodegenerative Diseases
In the vast and intricate landscape of medical science, two of the most formidable adversaries to human health have long been cancer and neurodegenerative diseases. On the surface, they appear to be polar opposites: one characterized by the rampant, uncontrolled proliferation of cells, the other by the devastating and progressive loss of them. Yet, a revolutionary shift in scientific thinking is uncovering a hidden, and startling, connection between these two seemingly disparate foes. Researchers are now looking at the very weapons designed to halt the relentless march of cancer and discovering their profound potential to protect and even rescue the brain cells ravaged by conditions like Alzheimer's, Parkinson's, and Amyotrophic Lateral Sclerosis (ALS). This pioneering field of drug repurposing is not just a matter of scientific curiosity; it represents a paradigm shift, offering a beacon of hope where traditional drug development has often faltered.
The core of this strategy lies in the remarkable discovery that cancer and neurodegeneration share common molecular pathways and mechanisms. Processes like cellular stress responses, protein quality control, inflammation, and DNA damage repair are fundamental to cellular life, and their dysregulation is a key driver in both types of diseases. In cancer, these pathways are hijacked to promote survival and relentless growth, while in neurodegeneration, their failure leads to cellular dysfunction and death. This shared biological circuitry has opened up an unprecedented opportunity: to take drugs already proven safe in humans for oncology and redeploy them in the fight to save the brain.
This approach dramatically accelerates the drug development timeline, a process that typically takes over a decade and costs billions of dollars. By leveraging existing safety data, these repurposed drugs can bypass the earliest and often most failure-prone stages of clinical trials, moving more rapidly into studies for neurological conditions. This article will delve into the intricate science behind this unlikely alliance, exploring the shared battlegrounds within our cells, spotlighting the specific cancer therapies leading the charge, and examining the innovative technologies and strategies being employed to turn this promise into a clinical reality.
The Shared Battleground: Common Molecular Pathways in Cancer and Neurodegeneration
The idea of using a drug designed to kill cells to instead save them seems counterintuitive. However, the logic becomes clear when we examine the fundamental cellular processes that go awry in both cancer and neurodegenerative diseases. These conditions are not entirely separate entities but can be viewed as two different outcomes of the same underlying system failures.
Autophagy: The Cell's Double-Edged Sword
Autophagy is the body's essential cellular recycling program. It's a quality control mechanism where cells engulf and break down their own damaged components, from misfolded proteins to worn-out organelles. This process is crucial for maintaining cellular health and homeostasis.
- In Neurodegeneration: A hallmark of diseases like Alzheimer's, Parkinson's, and Huntington's is the accumulation of toxic, misfolded protein aggregates—such as amyloid-beta, tau, and alpha-synuclein. Growing evidence suggests that in these conditions, the autophagy process is impaired. The cellular "garbage disposal" system becomes clogged, allowing these toxic proteins to build up, disrupt cellular function, and ultimately lead to neuronal death. Enhancing autophagy could therefore help clear these harmful aggregates and protect neurons.
- In Cancer: Cancer cells, on the other hand, often exploit autophagy to survive. In the stressful environment of a tumor, with limited nutrients and oxygen, cancer cells ramp up autophagy to recycle materials and generate energy, allowing them to endure conditions that would kill normal cells. For this reason, some cancer therapies are designed to inhibit autophagy to make tumor cells more vulnerable to treatment. However, in some contexts, inducing autophagy can also trigger cell death in apoptosis-resistant cancer cells.
The repurposing strategy here is nuanced. For neurodegenerative diseases, the goal is often to boost autophagy to clear toxic proteins. This has led to investigations into tyrosine kinase inhibitors (TKIs) like nilotinib and bosutinib, cancer drugs that have been found to stimulate this cellular cleanup process.
Protein Misfolding and Aggregation: A Common Thread of Toxicity
The proper three-dimensional folding of proteins is essential for their function. When this process goes wrong, it can lead to the creation of misfolded, non-functional, and often toxic protein clumps.
- In Neurodegeneration: This is a central pathological feature. In Alzheimer's, amyloid-beta plaques and tau tangles accumulate; in Parkinson's, it's Lewy bodies made of alpha-synuclein; and in ALS, it's aggregates of TDP-43. These aggregates are directly toxic to neurons and are believed to spread through the brain in a prion-like manner, propagating the disease.
- In Cancer: Protein aggregation is also increasingly recognized as a factor in cancer. For instance, mutations in the tumor suppressor gene p53, one of the most commonly mutated genes in human cancers, can cause the p53 protein to misfold and aggregate. This not only leads to a loss of its tumor-suppressing function but can also create a "gain-of-toxic-function" where the aggregates themselves contribute to cancer's progression.
Therefore, therapeutic strategies aimed at preventing protein misfolding, clearing aggregates, or stabilizing functional proteins could be beneficial in both domains.
Cellular Senescence: The "Zombie" Cell Phenomenon
Cellular senescence is a state where a cell permanently stops dividing, often in response to stress or damage, such as a shortening of telomeres or oncogene activation. This process is a powerful anti-cancer mechanism, preventing damaged cells from proliferating and forming tumors.
- In Cancer: Senescence acts as a natural barrier to tumor formation. Many cancer treatments, like chemotherapy and radiation, work by inducing senescence in tumor cells.
- In Neurodegeneration: The problem arises when these senescent cells, sometimes dubbed "zombie cells," accumulate in tissues with age. While they don't divide, they are metabolically active and secrete a cocktail of inflammatory proteins, known as the senescence-associated secretory phenotype (SASP). This chronic inflammation is highly damaging to surrounding tissues and is a major contributor to aging and age-related diseases. In the brain, senescent glial cells and neurons can drive neuroinflammation and contribute directly to neurodegeneration.
This has given rise to a new class of drugs called senolytics, which are designed to selectively destroy these lingering senescent cells. Many of the first-generation senolytics are repurposed cancer drugs, such as the tyrosine kinase inhibitor dasatinib, which has been shown to clear senescent cells and improve cognitive function in animal models of neurodegeneration.
DNA Damage Response (DDR): Protecting the Blueprint of Life
Every day, the DNA in our cells suffers thousands of lesions from both internal metabolic processes and external environmental factors. The DNA Damage Response (DDR) is a sophisticated network of pathways that detects and repairs this damage, coordinates cell cycle checkpoints, and, if the damage is too severe, triggers cell death (apoptosis).
- In Cancer: Defects in the DDR are a hallmark of cancer, leading to genomic instability that allows mutations to accumulate and drive tumor growth. However, this can also be an Achilles' heel. Many cancer therapies, like radiation and certain chemotherapies, work by inflicting overwhelming DNA damage on cancer cells. Furthermore, cancers with a pre-existing DDR defect become heavily reliant on the remaining repair pathways, making them exquisitely sensitive to drugs that inhibit those specific pathways—a concept known as synthetic lethality.
- In Neurodegeneration: Neurons are long-lived, non-dividing cells that must endure a lifetime of DNA damage. An accumulation of unrepaired DNA damage is increasingly linked to the aging process and the onset of neurodegenerative disorders like Alzheimer's and ALS. A compromised DDR can lead to neuronal dysfunction and death.
This creates an interesting therapeutic angle. For instance, some research suggests that certain cancer drugs targeting DNA repair pathways could be repurposed at different doses or in different combinations to modulate the DDR in neurons, potentially enhancing their ability to cope with age-related damage.
Neuroinflammation: The Brain's Smoldering Fire
Inflammation is the body's natural response to injury or infection. In the brain, this process is primarily mediated by immune cells called microglia and astrocytes. While acute inflammation is protective, chronic inflammation is destructive.
- In Neurodegeneration: A state of chronic, low-grade neuroinflammation is a key feature of diseases like Alzheimer's and Parkinson's. Activated microglia and astrocytes release a flood of pro-inflammatory cytokines that create a toxic environment, damaging neurons and exacerbating other pathologies like protein aggregation. This self-perpetuating cycle of inflammation and neurodegeneration is a major driver of disease progression.
- In Cancer: Inflammation also plays a complex role in cancer. The "tumor-promoting inflammation" is now recognized as a hallmark of cancer. An inflammatory microenvironment can help tumors grow, invade surrounding tissues, and metastasize. Some cancer drugs, including immunomodulators and kinase inhibitors, work by tamping down these inflammatory signals.
This overlap suggests that anti-inflammatory cancer drugs could be repurposed to quell the chronic neuroinflammation that fuels neurodegenerative decline.
The Arsenal: Promising Cancer Drugs on a New Mission
The theoretical overlap in cellular pathways has translated into a growing pipeline of real-world drug candidates. Researchers are systematically testing a variety of oncology drugs, from targeted therapies to broad-spectrum chemotherapeutics, for their neuroprotective potential.
Tyrosine Kinase Inhibitors (TKIs): Restoring the Cellular Cleanup Crew
Tyrosine kinases are enzymes that act as "on/off" switches for many cellular processes, including cell growth, proliferation, and survival. Their overactivity is a common driver of cancer, making TKIs a cornerstone of modern oncology. Several TKIs have emerged as top candidates for neurodegeneration, primarily due to their ability to induce autophagy.
- Nilotinib and Bosutinib: Originally approved for chronic myeloid leukemia (CML), these drugs have been a major focus of repurposing research for Parkinson's disease and other Lewy body dementias. The rationale is that by inhibiting a protein called c-Abl, they can enhance autophagy, helping neurons clear the toxic alpha-synuclein aggregates that define these diseases. Early, small-scale clinical trials for nilotinib showed it was reasonably safe and could penetrate the brain, leading to changes in dopamine levels and a reduction in toxic proteins. However, subsequent, larger Phase II trials have yielded mixed and largely disappointing results, showing no clear clinical benefit for Parkinson's patients. While these specific trials were not successful, they have provided invaluable lessons for future research into other c-Abl inhibitors with better brain penetration or different therapeutic profiles. A Phase II trial of bosutinib in patients with Lewy body dementia found the drug was able to reduce alpha-synuclein and improve activities of daily living, suggesting it warrants further study.
- Imatinib (Gleevec): Another TKI used for leukemia, imatinib has also been investigated for its neuroprotective effects. In preclinical models of ALS, it was found to decrease levels of the mutant SOD1 protein, a key factor in some inherited forms of the disease. It also showed protective effects in cell culture models and delayed disease onset in mouse models.
- Masitinib: This TKI has been studied for its ability to target mast cells, a type of immune cell involved in inflammation. In a Phase II/III clinical trial for ALS, masitinib, when added to the standard treatment riluzole, significantly slowed the rate of functional decline in patients. It is currently under review by the European Medicines Agency for this indication.
Letrozole and Irinotecan: A Combination Approach for Alzheimer's
A recent and exciting development comes from a study that used a powerful computational approach to identify new treatments for Alzheimer's. By analyzing gene expression changes in single brain cells from Alzheimer's patients, researchers looked for FDA-approved drugs that could reverse these changes.
They identified two cancer drugs as top candidates:
- Letrozole: An aromatase inhibitor used to treat breast cancer.
- Irinotecan: A topoisomerase inhibitor used for colon and lung cancer.
The researchers hypothesized that letrozole would primarily benefit neurons, while irinotecan would target the dysfunctional glial cells that contribute to neuroinflammation. When tested in combination in a mouse model of Alzheimer's, the results were striking. The drug duo reduced the accumulation of amyloid and tau proteins, prevented brain degeneration, and restored memory and cognitive function. This work is expected to advance to human clinical trials soon, representing a novel combination therapy approach guided by big data.
Bexarotene: Targeting Amyloid Clearance
Bexarotene, a retinoid drug approved to treat cutaneous T-cell lymphoma, created a wave of excitement in 2012 when a study reported it could rapidly clear amyloid plaques and reverse cognitive deficits in mouse models of Alzheimer's. The drug is an agonist for the retinoid X receptor (RXR), which is involved in producing ApoE, a protein central to cholesterol transport and amyloid clearance in the brain.
However, the initial enthusiasm has been tempered by subsequent clinical trial results. A Phase II trial found that, overall, bexarotene did not reduce brain amyloid burden in Alzheimer's patients. Although some potential effects were seen in a subgroup of patients who did not carry the high-risk APOE4 gene, the drug also caused a significant elevation in blood lipids, a cardiovascular risk factor. Further studies showed the drug has poor penetration into the central nervous system. While the story of bexarotene serves as a cautionary tale, it also highlights the importance of rigorous clinical validation.
Epothilones: Stabilizing the Neuron's Internal Highway
Microtubules are the internal scaffolding of all cells, acting as highways for the transport of essential materials. In neurons, this transport system is critical for survival and communication. In Alzheimer's and other tauopathies, the tau protein, which normally stabilizes these microtubules, becomes abnormal and clumps together, leading to the collapse of these transport networks.
- Epothilone D (EpoD): This is a microtubule-stabilizing drug used in cancer chemotherapy. The idea is that by using a drug like EpoD, which can cross the blood-brain barrier, it may be possible to shore up the microtubule network in neurons, compensating for the loss of functional tau. In multiple studies using mouse models of Alzheimer's, EpoD has been shown to reduce tau pathology, increase microtubule density, improve axonal transport, and rescue cognitive deficits. A Phase I clinical trial of an EpoD analog in Alzheimer's patients has been completed, and further results are awaited, making this a promising therapeutic avenue.
Senolytics: Clearing Out the "Zombie" Cells
As discussed, senolytics are drugs that selectively eliminate senescent cells. This is a novel approach to treating age-related diseases, including neurodegeneration. Many of the most-studied senolytics are repurposed cancer drugs.
- Dasatinib and Quercetin (D+Q): Dasatinib is a TKI used for leukemia, while quercetin is a natural flavonoid. Together, this combination has been shown to be a potent senolytic. In preclinical models, D+Q has been shown to clear senescent cells, reduce neuroinflammation, and improve function. A clinical trial known as SToMP-AD is currently underway to test the effects of D+Q in patients with early-stage Alzheimer's disease, measuring markers of senescence and cognitive function.
- Navitoclax: Another experimental cancer drug, navitoclax has also shown senolytic properties and has been found to improve cognitive function in mice after brain irradiation by clearing senescent astrocytes.
This approach of targeting a fundamental aging process like cellular senescence, rather than a specific disease protein, represents a broad and potentially transformative strategy for treating a range of neurodegenerative conditions.
Overcoming the Fortress: Breaching the Blood-Brain Barrier
One of the greatest single challenges in treating any brain disorder is the blood-brain barrier (BBB). This highly selective, protective membrane of tightly joined cells lines the blood vessels of the brain, preventing toxins, pathogens, and, unfortunately, most therapeutic drugs from entering. More than 98% of potential drugs for CNS disorders fail to cross the BBB in sufficient quantities to be effective. For cancer drugs to be successfully repurposed for neurodegeneration, this fortress must be breached. Fortunately, a new wave of innovative technologies is rising to meet this challenge.
Focused Ultrasound (FUS): A Sonic Key to a Locked Door
One of the most promising and futuristic technologies is MRI-guided focused ultrasound. This non-invasive technique uses a helmet-like device containing over 1,000 ultrasound transducers to focus sound waves on a precise target in the brain. In a procedure, patients receive an intravenous injection of microscopic bubbles (microbubbles). When the ultrasound is applied, these microbubbles oscillate within the capillaries of the target area. This mechanical vibration gently and temporarily pries open the tight junctions between the cells of the BBB, creating a therapeutic window that lasts for a few hours before the barrier safely reseals.
FUS is being tested clinically for a range of neurodegenerative diseases:
- Alzheimer's Disease: Clinical trials have shown that FUS can safely and reversibly open the BBB in patients with early Alzheimer's. This technique could allow for targeted delivery of drugs, antibodies, or even gene therapies directly to areas with high plaque burden.
- Parkinson's Disease: A clinical trial in patients with Parkinson's dementia has demonstrated the safety of using FUS to open the BBB, with promising early results on biomarkers and neuropsychological assessments. The goal is to deliver neuroprotective agents to halt the cognitive decline associated with the disease.
- ALS: FUS is also being tested as a way to deliver therapeutics to motor neurons in the brain and spinal cord for patients with ALS.
Nanoparticle-Based Drug Delivery: The Trojan Horse Strategy
Nanotechnology offers another powerful platform for smuggling drugs across the BBB. This involves encapsulating therapeutic agents within tiny nanoparticles, typically much smaller than a red blood cell. These nanoparticles can be engineered to have specific properties that facilitate their journey into the brain.
There are several ways nanoparticles can cross the BBB:
- Surface Modification: Nanoparticles can be coated with specific molecules or ligands (like transferrin or insulin) that bind to receptors present on the surface of the BBB's endothelial cells. This tricks the cell into engulfing the nanoparticle through a process called receptor-mediated transcytosis, effectively carrying the drug cargo across the barrier like a Trojan horse.
- Lipid-Based Nanoparticles: Made of fats (lipids), these nanoparticles can more easily fuse with the cell membranes of the BBB, allowing for passive diffusion into the brain.
- Polymeric Nanoparticles: These are made from biocompatible and biodegradable polymers that can be designed to release their drug payload in a controlled and sustained manner once they reach the brain.
Nanoparticle-based systems are being developed to deliver a wide range of therapies, including repurposed cancer drugs, for Alzheimer's, Parkinson's, and other neurodegenerative disorders. They not only help drugs cross the BBB but can also protect the drug from degradation in the bloodstream, increasing its stability and bioavailability.
The Blueprint for Discovery: How Repurposing Candidates Are Found
The journey from a cancer clinic to a neurology trial doesn't happen by chance. It is a systematic process driven by cutting-edge technology and big data analytics. The goal is to rapidly sift through thousands of existing compounds to find the few that hold promise for a new disease.
Computational and AI-Driven Approaches
The advent of powerful computing has revolutionized drug discovery. Researchers can now analyze massive datasets to uncover hidden relationships between drugs, genes, and diseases.
- The Connectivity Map (CMap): Developed by the Broad Institute, CMap is a vast database of gene expression profiles. It contains information on how thousands of small molecules affect gene activity in different human cell lines. The process is elegantly simple in concept: researchers first create a "disease signature" by identifying which genes are turned up or down in a particular neurodegenerative disease. They then query the CMap database to find drugs that produce an opposite or "inverse" gene expression signature. The assumption is that a drug that reverses the disease-related changes at a genetic level could be a potential therapy. This is precisely the approach that led to the identification of the letrozole/irinotecan combination for Alzheimer's.
- Artificial Intelligence and Machine Learning (AI/ML): AI algorithms are becoming indispensable tools in drug repurposing. These models can be trained on vast amounts of biological data—including genomic data, protein structures, and clinical records—to predict new drug-target interactions or identify compounds likely to be effective against a disease. For example, AI models have been used to screen millions of compounds to find ones that can inhibit the aggregation of alpha-synuclein in Parkinson's disease, a process that was ten times faster and a thousand times cheaper than traditional methods.
High-Throughput Screening (HTS)
While computational methods are powerful for prediction, laboratory validation is essential. High-throughput screening (HTS) uses robotics and automation to rapidly test thousands to millions of compounds for a specific biological activity. For neurodegeneration, this could involve cell-based assays that measure, for instance, a drug's ability to prevent amyloid-beta toxicity, reduce tau aggregation, or protect neurons from cell death. HTS was used to develop a drug repurposing pipeline to identify compounds that could protect the integrity of the blood-brain barrier from amyloid toxicity.
Navigating the Hurdles: Challenges on the Road to Repurposing
Despite the immense promise and accelerated timeline, repurposing cancer drugs for neurodegenerative diseases is not without significant challenges. These hurdles are not just scientific but also economic and regulatory.
Scientific and Clinical Challenges
- The Blood-Brain Barrier: As detailed above, this remains the primary obstacle, and while innovative solutions are emerging, they add complexity and cost to treatment development.
- Toxicity and Side Effects: Cancer drugs are designed to be potent and are often associated with significant side effects. The risk-benefit calculation is very different for a terminal cancer patient compared to someone with a slowly progressing neurodegenerative disease. Doses may need to be significantly lowered, as was done in the nilotinib studies, but this raises questions about whether the drug can still be effective. Long-term toxicity from years of use in a non-cancer population is also a major concern that needs careful evaluation.
- Disease Heterogeneity: Neurodegenerative diseases are incredibly complex and varied. What works for one patient may not work for another. Future trials will likely need to be more personalized, perhaps selecting patients based on their specific genetic profile or biomarkers to match them with the drug most likely to be effective.
Economic and Regulatory Hurdles
- Lack of Financial Incentives: The biggest challenge for repurposing off-patent, generic drugs is economic. Pharmaceutical companies have little financial incentive to invest millions in clinical trials for a new use of a generic drug when they cannot enforce a patent to recoup their costs. This often leaves the crucial work of funding repurposing trials to academic institutions, non-profits, and government grants, which are often limited.
- Regulatory Pathways: While regulatory bodies like the FDA and EMA are supportive of repurposing and have pathways to facilitate it, the process is still complex and costly. Gaining approval for a new indication requires substantial evidence from well-controlled clinical trials, which presents a major funding challenge for non-commercial entities.
- Intellectual Property: While it is sometimes possible to obtain a "new use" patent, these can be difficult to enforce, as physicians can often prescribe the cheaper, generic version "off-label" for the new indication, undermining the market for the newly approved, branded version.
To address these issues, new models are being explored, including social finance bonds that repay investors from healthcare cost savings, and government initiatives to create new financial "pull" incentives for successful repurposing efforts.
A New Dawn in Neurotherapeutics
The convergence of oncology and neuroscience marks a pivotal moment in the fight against two of humanity's most devastating diseases. The repurposing of cancer therapies for neurodegenerative disorders is more than just a clever shortcut; it is a strategy born from a deeper understanding of the shared, fundamental biology that governs the life and death of our cells. It leverages decades of investment in cancer research, turning the weapons of cellular destruction into tools of neuronal protection.
From TKIs that reboot the cell’s waste disposal system to senolytics that clear away the "zombie" cells of aging, the potential is vast. The path forward is illuminated by the power of artificial intelligence and the ingenuity of technologies that can breach the brain's natural defenses. While the road is fraught with challenges—from the formidable blood-brain barrier to the complex web of economic and regulatory hurdles—the progress is undeniable and the momentum is building.
This unlikely alliance between two disparate fields of medicine is fostering collaboration, sparking innovation, and, most importantly, accelerating the quest for treatments that can slow, halt, or even reverse the course of these relentless diseases. For the millions of patients and families affected by Alzheimer's, Parkinson's, ALS, and other neurodegenerative conditions, this paradigm shift offers not just a new scientific approach, but a renewed and powerful sense of hope.
Reference:
- https://pure.johnshopkins.edu/en/publications/evolving-drug-delivery-strategies-to-overcome-the-blood-brain-bar
- https://pmc.ncbi.nlm.nih.gov/articles/PMC11788669/
- https://www.google.com/search?q=time+in+Waukesha+County,+US
- https://www.mdpi.com/2073-4360/15/9/2196
- https://www.youtube.com/watch?v=7hXtxEvLZ_8
- https://pmc.ncbi.nlm.nih.gov/articles/PMC5694537/
- https://www.technologynetworks.com/drug-discovery/articles/drug-repurposing-strategies-challenges-and-successes-384263
- https://pmc.ncbi.nlm.nih.gov/articles/PMC8599764/
- https://www.fusfoundation.org/the-technology/mechanisms-of-action/blood-brain-barrier-opening/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC2711206/
- https://www.hmpgloballearningnetwork.com/site/altc/content/focused-ultrasound-opens-blood-brain-barrier-may-aid-alzheimers-treatment
- https://academic.oup.com/bib/article/22/6/bbab161/6278144
- https://sbpdiscovery.org/high-throughput-screening-against-a-new-target-for-alzheimers-drugs/
- https://www.frontiersin.org/journals/aging-neuroscience/articles/10.3389/fnagi.2024.1353003/full
- https://pmc.ncbi.nlm.nih.gov/articles/PMC11945272/
- https://pubs.acs.org/doi/full/10.1021/acsomega.5c02206
- https://pmc.ncbi.nlm.nih.gov/articles/PMC10009247/
- https://pubmed.ncbi.nlm.nih.gov/31326236/
- https://www.simbo.ai/blog/innovative-strategies-for-enhancing-drug-delivery-to-the-brain-overcoming-the-blood-brain-barrier-for-neurological-disorders-258251/
- https://pubmed.ncbi.nlm.nih.gov/26284286/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC6771436/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC5952941/
- https://www.tandfonline.com/doi/full/10.1080/17460441.2020.1704729
- https://pmc.ncbi.nlm.nih.gov/articles/PMC4900538/
- https://www.forbes.com/sites/victoriaforster/2024/04/18/ai-identifies-new-potential-treatments-for-parkinsons-disease/
- https://blog.drugbank.com/accelerating-drug-discovery-through-repurposing/
- https://marketshaping.uchicago.edu/wp-content/uploads/2025/04/Generic-drug-repurposing-AMC.pdf
- https://pubmed.ncbi.nlm.nih.gov/27392852/
- https://www.geneonline.com/ai-drug-repurposing-focuses-on-neurological-disorders-machine-learning-algorithms-analyze-datasets/
- https://curealz.org/research/drug-discovery/drug-screening-projects/high-throughput-drug-screening-for-alzheimers-disease-using-three-dimensional-human-neural-culture-systems/
- https://www.cam.ac.uk/research/news/ai-speeds-up-drug-design-for-parkinsons-ten-fold
- https://pubmed.ncbi.nlm.nih.gov/37544165/
- https://www.fusfoundation.org/posts/focused-ultrasound-for-blood-brain-barrier-opening-in-patients-with-parkinson-s-dementia/
- https://thefdalawblog.com/wp-content/uploads/archives/docs/ASENT%20-%20Repurposing%20-%203-2017.pdf
- https://www.ema.europa.eu/en/documents/report/eu-repurposing-pilot_en.pdf
- https://ouci.dntb.gov.ua/en/works/4MjOJobl/
- https://www.youtube.com/watch?v=lbd-EBK_zpo
- https://www.technologynetworks.com/drug-discovery/news/ai-method-accelerates-drug-discovery-for-parkinsons-10-fold-385837
- https://pmc.ncbi.nlm.nih.gov/articles/PMC3926499/
- https://pubs.acs.org/doi/10.1021/acsomega.3c07046
- https://anderson-review.ucla.edu/who-wants-to-repurpose-cheap-drugs/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC12048090/
- https://www.fda.gov/apology_objects/abuse-detection-apology.html
- https://www.clinicalleader.com/doc/how-to-navigate-drug-repurposing-and-bridging-studies-0001