Newswise — JUNE 8, 2021, NEW YORK – A study conducted by researchers at the Ludwig Center at Harvard has demonstrated how a drug screening method known as dynamic BH3 profiling can be used to quickly identify potentially effective combinations of existing drugs for personalized cancer therapy.

“We know that cancer cells and healthy cells have different metabolisms,” said Ludwig Harvard investigator Anthony Letai who, with former postdoctoral researcher Veerle Daniels, led the study reported in the current issue of Science Signaling. “Using BH3 profiling, we found a specific metabolic dependency in triple negative breast cancer cells obtained from a patient that we could target with an existing drug, making the cells more susceptible to death and priming them for a second targeted drug that could then trigger their death.”

Daniels, Letai and colleagues also showed that the strategy suppresses growth of triple negative breast cancer (TNBC) in mice bearing patient-derived tumors. 

Though tumors often have unique metabolic adaptations on which they depend, specifically targeting those vulnerabilities with drugs has proved challenging. Such drugs have often failed in clinical trials because they were poorly targeted or too toxic at the doses required to kill cancer cells when used as single agents. 

“We wanted to see which of the drugs known to perturb metabolism would bring the TNBC cells closer to dying, but leave normal cells unaffected,” said Daniels. The researchers reasoned that such cells could then be selectively targeted by existing therapies known as BH3 mimetics to push them over the edge. Because the initial priming treatment requires low doses of the drug, this strategy could lower the risk of toxicities that have troubled the development of drugs targeting cancer metabolism. 

Therapy often induces in cancer cells a type of programmed death known as apoptosis, which is orchestrated by an elaborate protein machinery. Cells, however, also produce anti-death proteins that inhibit key elements of that machinery. Whether a stressed cell dies or survives depends on the balance of pro-death and anti-death proteins, and cancer cells tend to produce large quantities of the latter to escape apoptosis and resist therapy.

BH3 mimetics inhibit anti-death proteins, tipping the balance in favor of cell suicide. Notably, one BH3 mimetic has already been approved for the treatment of certain blood cancers, and other such drugs are in various stages of development. 

Dynamic BH3 profiling (DBP), developed in Letai’s laboratory, measures that same balance of pro-death and anti-death proteins to gauge how primed a patient’s tumor cells are for apoptosis following exposure to a drug. It thus represents a potentially rapid and unbiased method for screening hundreds of drugs at a time to find those most likely to treat a given patient’s tumors. 

Daniels, Letai and colleagues used DBP to examine a “library” of 192 compounds that perturb metabolism—developed in the laboratory of Ludwig Harvard Co-Director Joan Brugge—for their effects on normal and TNBC cells. Eight disrupted cancer cell metabolism but left normal cells unperturbed. 

Two of these drugs target an enzyme known as NAMPT, which participates in one of three biochemical pathways that produce NAD+, a molecule of critical importance to metabolism. Some sensitive TNBC cell lines, the researchers showed, were dependent on the pathway involving NAMPT. They also ran a DBP screen to find out which specific anti-death proteins the TNBC cells depended on for survival following NAMPT inhibition. They used this information to identify the most effective BH3 mimetic drug to use in combination with NAMPT inhibitors.  

Using two mouse models of patient-derived TNBC tumors developed in Brugge’s lab, the researchers showed that only the mice bearing NAMPT-dependent tumors responded to a combination of the NAMPT inhibitor and the BH3 mimetic. They propose that the NAMPT inhibitor, which proved too toxic as a single agent, might be repurposed as a combination therapy given at lower doses with BH3 mimetics.

“What we’ve shown overall is that we can use DBP to find metabolic regulators of apoptotic priming and specific anti-apoptotic dependencies in tumors—and so identify powerful combinations of metabolic compounds and BH3 mimetics for therapy,” said Daniels. 

Letai’s laboratory is using DBP to methodically identify other drug combinations for the treatment of a variety of cancers. Because it is a functional drug screen—examining only whether a given drug primes cancer cells for death—DBP does not require prior knowledge of a cancer’s inner workings or genetic aberrations. 

“We don’t have to be limited to drug targets that are identifiable only by genetic mutations, which are only a tiny fraction of the true targets out there in the cancer world,” said Letai.

He and his colleagues are also planning a clinical trial using DBP to identify tailored therapies for individual patients diagnosed with myelogenous leukemia.

Letai and Daniels note that the regular inter-lab meetings and collaborative model of the Ludwig Harvard Center were critical to the conception, design and conduct of the study. 

“It was a way of combining a unique set of expertise,” said Letai. “I’m good at cell death, not good at metabolism. Veerle is good at metabolism and cell death, but was lacking some key tools to do her initial screening, so we turned to other members of the Ludwig Harvard Center who actually had those tools. We wouldn’t have been aware of that expertise if we weren’t at the Center because Harvard is a very big place.”


Anthony Letai is a Professor in Medicine at Harvard Medical School and the Dana Farber Cancer Institute.


Veerle Daniels is now a research scientist at Flamingo Therapeutics in Leuven, Belgium.


This study was supported by Ludwig Cancer Research, the U.S. National Institutes of Health, the Terri Brodeur Breast Cancer Foundation, Alex’s Lemonade Stand Foundation, Tap Cancer Out, Brazil's National Council for Scientific and Technological Development, The Breast Cancer Research Foundation, Breast Cancer Coalition of Rochester and the American Association for Cancer Research.


# # #


About Ludwig Cancer Research


Ludwig Cancer Research is an international collaborative network of acclaimed scientists that has pioneered cancer research and landmark discovery for 50 years. Ludwig combines basic science with the ability to translate its discoveries and conduct clinical trials to accelerate the development of new cancer diagnostics and therapies. Since 1971, Ludwig has invested nearly $3 billion in life-changing science through the not-for-profit Ludwig Institute for Cancer Research and the six U.S.-based Ludwig Centers. To learn more, visit


For further information please contact Rachel Reinhardt, [email protected] or +1-212-450-1582.