The findings could potentially improve the success rate of cancer drug development.
Approximately 90% of drugs don't reach the market, highlighting the clear need for increased efficiency in drug development. The story isn't different for drugs aimed at treating cancer, with many failing due to various reasons. Now, researchers have revealed one reason why certain anti-cancer compounds can cause unexpected side effects. This research could help guide an understanding of why some drugs show more promise than others, providing a new tool that can be used to identify those drugs and drug candidates.
One of the most essential and energy-consuming cellular processes is ribosome biogenesis, the formation of the cellular machines that manufacture all proteins. For cancer cells, this process is paramount. A recent study published in the journal eLife from the Stowers Institute for Medical Research screened over 1,000 existing anti-cancer drugs to assess how they impact the structure and function of the nucleolus, the ubiquitous cellular organelle where ribosomes are made.
"All cells must make proteins to function, so they have to make ribosomes, which are also protein complexes themselves," said lead author Tamara Potapova, Ph.D., a research specialist in the lab of Investigator Jennifer Gerton, Ph.D. "In cancer cells, ribosome production must be in overdrive to compensate for high proliferation rates requiring even more proteins."

Graphical illustration of a normal nucleolus and its extreme stress state following transcriptional cyclin-dependent kinase inhibition by chemotherapy agents. Credit: Image courtesy of Mark Miller and Tamara Potapova, Stowers Institute for Medical Research
The nucleolus is a special part of the cell nucleus that houses ribosomal DNA, and where ribosomal RNA production and ribosome assembly largely takes place. Nucleoli can vary greatly in appearance, serving as visual indicators of the overall health of this process. Thus, the team found a way to capitalize on this variation and asked how chemotherapy drugs impact the nucleolus, causing nucleolar stress.
"In this study, we not only evaluated how anti-cancer drugs alter the appearance of nucleoli but also identified categories of drugs that cause distinct nucleolar shapes," said Gerton. "This enabled us to create a classification system for nucleoli based on their appearance that is a resource other researchers can use."
Because cancer's hallmark is unchecked proliferation, most existing chemotherapeutic agents are designed to slow this down. "The logic was to see whether these drugs, intentionally or unintentionally, are affecting ribosome biogenesis and to what degree," said Potapova. "Hitting ribosome biogenesis could be a double-edged sword—it would impair the viability of cancer cells while simultaneously altering protein production in normal cells."
Different drugs impact different pathways involved in cancer growth. Those that influence ribosome production can induce distinct states of nucleolar stress that manifest in easily seen morphological changes. However, nucleolar stress can be difficult to measure.

Fluorescent images showing nucleolar stress induced by drugs that inhibit transcriptional enzymes, or cyclin-dependent kinases (CDK). The upper left panel shows a normal cell with two important nucleolar proteins stained (magenta and green) and DNA (blue). The remaining panels show the impact of CDK or transcription-inhibitory drugs on nucleoli. Credit: Image courtesy of Tamara Potapova, Gerton Lab, Stowers Institute for Medical Research
"This was one of the issues that impeded this field," said Potapova. "Cells can have different numbers of nucleoli with different sizes and shapes, and it has been challenging to find a single parameter that can fully describe a "normal" nucleolus. Developing this tool, which we termed "nucleolar normality score," allowed us to measure nucleolar stress precisely, and it can be used by other labs to measure nucleolar stress in their experimental models."
Through the comprehensive screening of anti-cancer compounds on nucleolar stress, the team identified one class of enzymes in particular, cyclin-dependent kinases, whose inhibition destroys the nucleolus almost completely. Many of these inhibitors failed in clinical trials, and their detrimental impact on the nucleolus was not fully appreciated previously.
Drugs often fail in clinical trials due to excessive and unintended toxicity that can be caused by their off-target effects. This means that a molecule designed to target one pathway may also be impacting a different pathway or inhibiting an enzyme required for cellular function. In this study, the team found an effect on an entire organelle.
"I hope at a minimum this study increases awareness that some anti-cancer drugs can cause unintended disruption of the nucleolus, which can be very prominent," said Potapova. "This possibility should be considered during new drug development."
News
Nanoparticle blueprints reveal path to smarter medicines
Lipid nanoparticles (LNPs) are the delivery vehicles of modern medicine, carrying cancer drugs, gene therapies and vaccines into cells. Until recently, many scientists assumed that all LNPs followed more or less the same blueprint, [...]
How nanomedicine and AI are teaming up to tackle neurodegenerative diseases
When I first realized the scale of the challenge posed by neurodegenerative diseases, such as Alzheimer's, Parkinson's disease and amyotrophic lateral sclerosis (ALS), I felt simultaneously humbled and motivated. These disorders are not caused [...]
Self-Organizing Light Could Transform Computing and Communications
USC engineers have demonstrated a new kind of optical device that lets light organize its own route using the principles of thermodynamics. Instead of relying on switches or digital control, the light finds its own [...]
Groundbreaking New Way of Measuring Blood Pressure Could Save Thousands of Lives
A new method that improves the accuracy of interpreting blood pressure measurements taken at the ankle could be vital for individuals who are unable to have their blood pressure measured on the arm. A newly developed [...]
Scientist tackles key roadblock for AI in drug discovery
The drug development pipeline is a costly and lengthy process. Identifying high-quality "hit" compounds—those with high potency, selectivity, and favorable metabolic properties—at the earliest stages is important for reducing cost and accelerating the path [...]
Nanoplastics with environmental coatings can sneak past the skin’s defenses
Plastic is ubiquitous in the modern world, and it's notorious for taking a long time to completely break down in the environment - if it ever does. But even without breaking down completely, plastic [...]
Chernobyl scientists discover black fungus feeding on deadly radiation
It looks pretty sinister, but it might actually be incredibly helpful When reactor number four in Chernobyl exploded, it triggered the worst nuclear disaster in history, one which the surrounding area still has not [...]
Long COVID Is Taking A Silent Toll On Mental Health, Here’s What Experts Say
Months after recovering from COVID-19, many people continue to feel unwell. They speak of exhaustion that doesn’t fade, difficulty breathing, or an unsettling mental haze. What’s becoming increasingly clear is that recovery from the [...]
Study Delivers Cancer Drugs Directly to the Tumor Nucleus
A new peptide-based nanotube treatment sneaks chemo into drug-resistant cancer cells, providing a unique workaround to one of oncology’s toughest hurdles. CiQUS researchers have developed a novel molecular strategy that allows a chemotherapy drug to [...]
Scientists Begin $14.2 Million Project To Decode the Body’s “Hidden Sixth Sense”
An NIH-supported initiative seeks to unravel how the nervous system tracks and regulates the body’s internal organs. How does your brain recognize when it’s time to take a breath, when your blood pressure has [...]
Scientists Discover a New Form of Ice That Shouldn’t Exist
Researchers at the European XFEL and DESY are investigating unusual forms of ice that can exist at room temperature when subjected to extreme pressure. Ice comes in many forms, even when made of nothing but water [...]
Nobel-winning, tiny ‘sponge crystals’ with an astonishing amount of inner space
The 2025 Nobel Prize in chemistry was awarded to Richard Robson, Susumu Kitagawa and Omar Yaghi on Oct. 8, 2025, for the development of metal-organic frameworks, or MOFs, which are tunable crystal structures with extremely [...]
Harnessing Green-Synthesized Nanoparticles for Water Purification
A new review reveals how plant- and microbe-derived nanoparticles can power next-gen water disinfection, delivering cleaner, safer water without the environmental cost of traditional treatments. A recent review published in Nanomaterials highlights the potential of green-synthesized nanomaterials (GSNMs) in [...]
Brainstem damage found to be behind long-lasting effects of severe Covid-19
Damage to the brainstem - the brain's 'control center' - is behind long-lasting physical and psychiatric effects of severe Covid-19 infection, a study suggests. Using ultra-high-resolution scanners that can see the living brain in [...]
CT scan changes over one year predict outcomes in fibrotic lung disease
Researchers at National Jewish Health have shown that subtle increases in lung scarring, detected by an artificial intelligence-based tool on CT scans taken one year apart, are associated with disease progression and survival in [...]
AI Spots Hidden Signs of Disease Before Symptoms Appear
Researchers suggest that examining the inner workings of cells more closely could help physicians detect diseases earlier and more accurately match patients with effective therapies. Researchers at McGill University have created an artificial intelligence tool capable of uncovering [...]














