Research Area: Genetics

Researchers discover new type of lung cell, critical insights for cystic fibrosis

A comprehensive single-cell analysis of airway cells in mice, validated in human tissue, reveals molecular details critical to understanding lung disease.

Karen Zusi
August 1, 2018

Researchers have identified a rare cell type in airway tissue, previously uncharacterized in the scientific literature, that appears to play a key role in the biology of cystic fibrosis. Using new technologies that enable scientists to study gene expression in thousands of individual cells, the team comprehensively analyzed the airway in mice and validated the results in human tissue.

Led by researchers from the Broad Institute of MIT and Harvard and Massachusetts General Hospital (MGH), the molecular survey also characterized gene expression patterns for other new cell subtypes. The work expands scientific and clinical understanding of lung biology, with broad implications for all diseases of the airway — including asthma, chronic obstructive pulmonary disease, and bronchitis.

Jayaraj Rajagopal, a physician in the Pulmonary and Critical Care Unit at MGH, associate member at the Broad Institute, and a Howard Hughes Medical Institute (HHMI) faculty scholar, and Broad core institute member Aviv Regev, director of the Klarman Cell Observatory at the Broad Institute, professor of biology at MIT, and an HHMI investigator, supervised the research. Daniel Montoro, a graduate student in Rajagopal’s lab, and postdoctoral fellows Adam Haber and Moshe Biton in the Regev lab are co-first authors on the paper published today in Nature.

“We have the framework now for a new cellular narrative of lung disease,” said Rajagopal, who is also a professor at Harvard Medical School and a principal faculty member at the Harvard Stem Cell Institute. “We’ve uncovered a whole distribution of cell types that seem to be functionally relevant. What’s more, genes associated with complex lung diseases can now be linked to specific cells that we’ve characterized. The data are starting to change the way we think about lung diseases like cystic fibrosis and asthma.”

“With single-cell sequencing technology, and dedicated efforts to map cell types in different tissues, we’re making new discoveries — new cells that we didn’t know existed, cell subtypes that are rare or haven’t been noticed before, even in systems that have been studied for decades,” said Regev, who is also co-chair of the international Human Cell Atlas consortium. “And for some of these, understanding and characterizing them sheds new light immediately on what’s happening inside the tissue.”

Using single-cell RNA sequencing, the researchers analyzed tens of thousands of cells from the mouse airway, mapping the physical locations of cell types and creating a cellular “atlas” of the tissue. They also developed a new method called pulse-seq to monitor development of cell types from their progenitors in the mouse airway. The findings were validated in human tissue.

One extremely rare cell type, making up roughly one percent of the cell population in mice and humans, appeared radically different from other known cells in the dataset. The team dubbed this cell the “pulmonary ionocyte” because its gene expression pattern was similar to ionocytes — specialized cells that regulate ion transport and hydration in fish gills and frog skin.

Strikingly, at levels higher than any other cell type, these ionocytes expressed the gene CFTR — which, when mutated, causes cystic fibrosis in humans. CFTR is critical for airway function, and for decades researchers and clinicians have assumed that it is frequently expressed at low levels in ciliated cells, a common cell type spread throughout the entire airway.

But according to the new data, the majority of CFTR expression occurs in only a few cells, which researchers didn’t even know existed until now.

When the researchers disrupted a critical molecular process in pulmonary ionocytes in mice, they observed the onset of key features associated with cystic fibrosis — most notably, the formation of dense mucus. This finding underscores how important these cells are to airway-surface regulation.

“Cystic fibrosis is an amazingly well-studied disease, and we’re still discovering completely new biology that may alter the way we approach it,” said Rajagopal. “At first, we couldn’t believe that the majority of CFTR expression was located in these rare cells, but the graduate students and postdocs on this project really brought us along with their data.”

The results may also have implications for developing targeted cystic fibrosis therapies, according to the team. For example, a gene therapy that corrects for a mutation in CFTRwould need to be delivered to the right cells, and a cell atlas of the tissue could provide a reference map to guide that process.

The study further highlighted where other disease-associated genes are expressed in the airway. For example, asthma development has been previously linked with a gene that encodes a sensor for rhinoviruses, and the data now indicate that this gene is expressed by ciliated cells. Another gene linked with asthma is expressed in tuft cells, which separated into at least two groups — one that senses chemicals in the airway and one that produces inflammation. The results suggest that a whole ensemble of cells may be responsible for different aspects of asthma.

Using the pulse-seq assay, the researchers tracked how the newly characterized cells and subtypes in the mouse airway develop. They demonstrated that mature cells in the airway arise from a common progenitor: the basal cells. The team also discovered a previously undescribed cellular structure in the tissue. These structures, which the researchers called “hillocks,” are unique zones of rapid cell turnover, and their function is not yet understood.

“The atlas that we’ve created is already starting to drastically re-shape our understanding of airway and lung biology,” said Regev. “And, for this and other organ systems being studied at the single-cell level, we’ll have to drape everything we know on top of this new cellular diversity to understand human health and disease.”

Funding for this study was provided in part by the Klarman Cell Observatory at the Broad Institute, Manton Foundation, HHMI, New York Stem Cell Foundation, Harvard Stem Cell Institute, Human Frontiers Science Program, and National Institutes of Health.

Paper(s) cited:

Montoro DT, Haber AL, Biton M et al. A revised airway epithelial hierarchy includes CFTR-expressing ionocytes. Nature. Online August 1, 2018. DOI: 10.1038/s41586-018-0393-7

The Y chromosome: Holding steadfast in a sea of change
Nicole Davis
August 2, 2018

The human Y chromosome is, in many ways, a study in contrasts. For decades, scientists have struggled to dissect its evolution in part because it does not have a genetic partner (or homolog), as all of the other human chromosomes do. That solitary existence means the Y chromosome is subject to some unusual evolutionary pressures. For example, it does not swap genetic material with a homologous chromosome — a practice known as recombination that other chromosomes follow — along the lion’s share of its length. However, its lack of recombination presents a unique opportunity: Because so much of its own genetic material stays put, scientists can trace the history of individual human Y chromosomes much further back in time than other chromosomes — in fact, they can go as far back as the data will allow.

That is precisely the approach taken by a team of Whitehead Institute researchers, led by Whitehead Institute Director David Page, who is also a professor of biology at the Massachusetts Institute of Technology and a Howard Hughes Medical Institute investigator. Their work is published in the August 2nd online issue of the American Journal of Human Genetics. Page and his colleagues, including graduate student and first author Levi Teitz, set out to examine a series of regions on the Y chromosome called amplicons — vast stretches of DNA, from tens of thousands to millions of nucleotides in length, which are present in two or more copies per chromosome. While the DNA contained in amplicons is often highly repetitive, it also houses biologically important genes. Although the precise functions of many of these genes remains to be determined, some have been found to play important roles in the development of sperm cells and testicular cancer. However, the amplicons vary drastically among species, so scientists cannot look to other organisms such as mice or chimpanzees to help reconstruct their past.

Page’s team zeroed in on these amplicons. Specifically, they looked at how the number of amplicon copies varies from one person’s Y chromosome to another. The researchers developed sophisticated computational tools to analyze DNA sequencing data collected from more than 1,200 males as part of the 1000 Genomes Project. What they discovered was quite surprising. Although the amplicons are quite variable, they found that overall, the configuration of amplicon copies on the Y chromosome has been painstakingly maintained over the last 300,000 years of human evolution. That means that despite the high level of mutation the chromosome experiences, evolutionary forces work to counteract this change and preserve its ancestral structure.

More work is needed to determine which aspects of the amplicons’ structure are important for chromosome biology, and in turn proper male development and fertility. However, the efforts of Teitz, Page, and their colleagues shed new light on the unusual tricks the solo chromosome uses to maintain its genomic integrity.

This research is supported by the National Institutes of Health and the Howard Hughes Medical Institute.

 

Written by Nicole Davis

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David Page’s primary affiliation is with Whitehead Institute for Biomedical Research, where his laboratory is located and all his research is conducted. He is also a Howard Hughes Medical Institute Investigator and a Professor of Biology at the Massachusetts Institute of Technology.

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Full citation:

“Selection Has Countered High Mutability to Preserve the Ancestral Copy Number of Y Chromosome Amplicons in Diverse Human Lineages”

American Journal of Human Genetics, online August 2, 2018.

Levi S. Teitz (1,2), Tatyana Pyntikova (1), Helen Skaletsky (1,3), and David C. Page (1,2,3).

1. Whitehead Institute, Cambridge, MA 02142, USA

2. Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA

3. Howard Hughes Medical Institute, Whitehead Institute, Cambridge, MA 02142, USA

Restricting a key cellular nutrient could slow tumor growth

Researchers identify the amino acid aspartate as a metabolic limitation in certain cancers.

Raleigh McElvery | Department of Biology
June 29, 2018

Remove tumor cells from a living organism and place them in a dish, and they will multiply even faster than before. The mystery of why this is has long stumped cancer researchers, though many have simply focused on the mutations and chains of molecular reactions that could prompt such a disparity. Now, a group of MIT researchers suggests that the growth limitations in live organisms may stem from a different source: the cell’s environment. More specifically, they found that the amino acid aspartate serves as a key nutrient needed for the “proliferation” or rapid duplication of cancer cells when oxygen is not freely available.

The biologists took cancer cells from various tissue types and engineered them to convert another, more abundant substrate into aspartate using the gene encoding an enzyme from guinea pigs. This had no effect on the cells sitting in a dish, but the same cells implanted into mice engendered tumors that grew faster than ever before. The researchers had increased the cells’ aspartate supply, and in doing so successfully sped up proliferation in a living entity.

“There hasn’t been a lot of thought into what slows tumor growth in terms of the cellular environment, including the sort of food cancer cells need,” says Matthew Vander Heiden, associate professor of biology, associate director of the Koch Institute for Integrative Cancer Research, and senior author of the study. “For instance, if you’re trying to get to a given destination and I want to slow you down, my best bet is to set up a roadblock at a place on your route where you’d experience a slow-down anyways, like a long traffic light. That’s essentially what we’re interested in here — understanding what nutrients the cell is already lacking that put the brakes on proliferation, and then further limiting those nutrients to inhibit growth even more.”

Lucas Sullivan, a postdoc in Vander Heiden’s lab, is the lead author of the study, which appeared in Nature Cell Biology on June 25.

Building the case for aspartate

Isolating a single factor that could impact tumor growth within an organism is tricky business. One potential candidate came to Sullivan via a paper he co-authored with graduate student Dan Gui in 2015, which asked a somewhat controversial question: Why is it that cells need to consume oxygen through cellular respiration in order to proliferate?

It’s a rather counter-intuitive question, because some scientific literature suggests just the opposite: Cancer cells in an organism (“in vivo”) do not enjoy the same access to oxygen as they would in a dish, and therefore don’t depend on oxygen to produce enough energy to divide. Instead, they switch to a different process, fermentation, that doesn’t require oxygen. But Sullivan and Gui noted that cancer cells do rely on oxygen for another reason: to produce aspartate as a byproduct.

Aspartate, they soon confirmed, does, in fact, play a crucial role in controlling the rate of cancer cell proliferation. In another study one year later, Sullivan and Gui noted that the antidiabetic drug metformin, known to inhibit mitochondria, slowed tumor growth and decreased aspartate levels in cells in vivo. Since mitochondria are key to cellular respiration, Sullivan reasoned that blocking their function in an already oxygen-constrained environment (the tumor) might make cancer cells vulnerable to further suppression of respiration — and aspartate — explaining why metformin seems to have such a strong effect on tumor growth.

Despite being potentially required for certain amino acids and the synthesis of all four DNA nucleotides, aspartate is already hard to come by, even in oxygen-rich environments. It’s among the lowest concentration amino acids in our blood, and has no way to enter our cells unless a rare protein transporter is present. Precisely why aspartate import is so inefficient remains an evolutionary mystery; one possibility is that its scarcity serves as a “failsafe,” preventing cells from multiplying until they have all the resources to properly do so.

Regardless, the easiest way for cells to get aspartate is not to import it from outside, but rather to make it directly inside, breaking down another amino acid called asparagine to generate it. However, there are very few known mammals that have an enzyme capable of producing aspartate from asparagine — among them, the guinea pig.

Channeling the guinea pig

In the 1950s, a researcher named John Kidd made an accidental discovery. He injected cancer-ridden rats with sera from various animals — rabbits, horses, guinea pigs, and the like — and discovered that guinea pig serum alone shrunk the rats’ tumors. It wasn’t until years later that scientists learned it was an enzyme in the guinea pig blood called guinea pig asparaginase 1 (gpASNase1) that was responsible for this antitumorigenic effect. Today, we know about a host of simpler organisms with similar enzymes, including bacteria and zebrafish. In fact, bacterial asparaginase is approved as a medicine to treat acute lymphocytic leukemia.

Because guinea pigs are mammals and thus have similar metabolisms to our own, the MIT researchers decided to use gpASNase1 to increase aspartate levels in tumors in four different tumor types and ask whether the tumors would grow faster. This was the case for three of the four types: The colon cancer cells, osteosarcoma cells, and mouse pancreatic cancer cells divided more rapidly than before, but the human pancreatic cancer cells continued to proliferate at their normal pace.

“This is a relatively small sample, but you could take this to mean that not every cell in the body is as sensitive to loss of aspartate production as others,” Sullivan says. “Acquiring aspartate may be a metabolic limitation for only a subset of cancers, since aspartate can be produced via a number of different pathways, not just through asparagine conversion.”

When the researchers tried to slow tumor growth using the antidiabetic metformin, the cells expressing gpASNase1 remained unaffected — confirming Sullivan’s prior suspicion that metformin slows tumor growth specifically by impeding cellular respiration and suppressing aspartate production.

“Our initial finding connecting metformin and proliferation was very serendipitous,” he says, “but these most recent results are a clear proof of concept. They show that decreasing aspartate levels also decreases tumor growth, at least in some tumors. The next step is to determine if there are other ways to more intentionally target aspartate synthesis in certain tissues and improve our current therapeutic approaches.”

Although the efficacy of using metformin to treat cancer remains controversial, these findings indicate that one means to target tumors would be to prevent them from accessing or producing nutrients like aspartate to make new cells.

“Although there are many limitations to cancer cell proliferation, which metabolites become limiting for tumor growth has been poorly understood,” says Kivanc Birsoy, the Chapman-Perelman Assistant Professor at Rockefeller University. “This study identifies aspartate as one such limiting metabolite, and suggests that its availability could be targeted for anti-cancer therapies.”

Birsoy is a former postdoc in professor of biology David Sabatini’s lab, who authored a paper published in the same issue of Nature Cell Biology, identifying aspartate as a major growth limitation in oxygen-deprived tumors.

“These companion papers demonstrate that some tumors in vivo are really limited by the chemical processes that require oxygen to get the aspartate they need to grow, which can affect their sensitivity to drugs like metformin,” Vander Heiden says. “We’re beginning to realize that understanding which cancer patients will respond to which treatments may be determined by factors besides genetic mutations. To really get the full picture, we need to take into account where the tumor is located, its nutrient availability, and the environment in which it lives.”

The research was funded by an NIH Pathway to Independence Award, the American Cancer Society, Ludwig Center for Molecular Oncology Fund, the National Science Foundation, a National Institutes of Health Ruth Kirschstein Fellowship, Alex’s Lemonade Stand Undergraduate Research Fellowship, Damon Runyon Cancer Research Foundation, Howard Hughes Medical Institute Faculty Scholar Award, Stand Up to Cancer, Lustgarten Foundation, Ludwig Center at MIT, the National Institutes of Health, and the Koch Institute’s Center for Precision Cancer Medicine.

Stem cell-derived zika model suggests mechanisms underlying microcephaly
Nicole Giese Rura | Whitehead Institute
June 21, 2018

Cambridge, MA  – Scientists turn to model organisms, like mice and yeast, to investigate the biology underlying emerging diseases. But for the Zika virus, the lack of a good model hampered this type of research. Now, a team of researchers in the laboratory of Whitehead Institute Founding Member Rudolf Jaenisch has devised a way to model Zika and other neural diseases in a dish. Their work is described this week in the journal PNAS.

The Zika virus was identified in 1947 in Uganda, but a 2013 epidemic in French Guinea first brought it to the public’s attention. As the disease spread throughout the Americas and the Caribbean in 2014, abnormalities, such as microcephaly in newborns, were increasingly reported when mothers were infected during their first trimester. Scientists’ efforts to better understand the virus and its mechanisms quickly hit a snag: mice, which are often used to model disease pathology, are not vulnerable to the Zika virus unless their innate immune defenses are knocked out. Additionally, neural diseases, such as those that cause microcephaly, affect cells that reside deep in the brain, and they cannot be easily accessed for observation and manipulation.

In order to circumvent these challenges and to model Zika in the lab, the researchers turned to induced pluripotent stem cells (iPSCs)–adult cells that have been pushed back to a embryonic stem cell-like state. iPSCs can in turn be nudged to mature into almost any cell type in the body. In previous work, Julien Muffat and Yun Li, former postdoctoral researchers in the Jaenisch lab, were the first to use iPSCs to create microglia, the specialized immune cells that maintain the brain and spinal cord and care for them after injury.

In the current work, Muffat and Li teamed up with Attya Omer, also a graduate student in the Jaenisch lab, and Lee Gehrke’s lab at MIT to study the effect of the Zika virus on iPSC-derived versions of three neural cell types critical during human fetal brain development: microglia, neural progenitors, and astrocytes. Whether the Zika virus can infect these cells and how well the cells can clear the virus could provide insight into why the virus can cause birth defects like microcephaly. Using their model, the team determined that after being infected with a strain derived from the initial Ugandan Zika virus, microglia can survive and can continue to harbor the virus. This is important because in a developing embryo, microglia move from the yolk sac to the developing brain very early in gestation. The study shows that, like their in vivo counterparts, iPSC-derived microglia could invade the immature neural tissue of a brain organoid, and pre-infected microglia could transfer the virus to the organoids. According to Muffat, this suggests that if microglial precursors are infected before their journey, they could shuttle the Zika virus to the developing brain and infect the neural progenitors residing there.

Neural progenitor cells, which during gestation produce the neurons and glia that constitute the majority of the human brain, are particularly vulnerable to the Zika virus and die when infected. To better understand why these cells are so susceptible, the team compared how the Zika virus and the closely related dengue virus affect the neural progenitor cells. Dengue, which does not cause birth defects like microcephaly, triggers a strong cellular immune response, called interferon, in the neural progenitors, which enables the progenitor cells to efficiently fight and clear the dengue virus. In sharp contrast, when exposed to the Zika virus, neural progenitors mount little if any interferon immune defense. Pretreating the neural progenitor cells with interferon before exposure to the Zika virus impedes the virus’s progression and proliferation, and reduces cell death. These results suggest that therapeutically altering interferon levels could prevent some of the more dire effects of Zika infection on the neural progenitor cells.

According to the team, using iPSC-derived cells has great potential for modeling Zika virus as well as many other diseases that affect the central nervous system.

This work was supported by the European Leukodystrophy Association, the Brain & Behavior Research Foundation, the Simons Foundation (SFARI 204106), the International Rett Syndrome Foundation, Howard Hughes Medical Institute, the National Institutes of Health (NIH grants HD 045022, R37-CA084198, AI100190), the ELA Foundation, the Emerald Foundation, and Biogen. Jaenisch is a cofounder of Fate Therapeutics, Fulcrum Therapeutics, and Omega Therapeutics.

Written by Nicole Giese Rura
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Rudolf Jaenisch’s primary affiliation is with Whitehead Institute for Biomedical Research, where his laboratory is located and all his research is conducted. He is also a professor of biology at Massachusetts Institute of Technology.
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Full citation:
“Human Induced Pluripotent Stem Cell-derived Glial Cells and Neural Progenitors Display Divergent Responses to Zika and Dengue Infections”
PNAS, online June 18, 2018.
Julien Muffat (1,8), Yun Li (1,8), Attya Omer (1,8), Ann Durbin (3,4,5), Irene Bosch (3,4,5), Grisilda Bakiasi (6), Edward Richards (7), Aaron Meyer (7), Lee Gehrke (3,4,5), Rudolf Jaenisch (1,2).
1. Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge, MA 02142, USA
2. Department of Biology, Massachusetts Institute of Technology, 31 Ames Street, Cambridge, MA 02139, USA
3. IMES, Massachusetts Institute of Technology, Cambridge MA 02139, USA
4. Department of Microbiology and Immunobiology, Harvard Medical School, Boston 02115, USA
5. Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA 02139, USA
6. Bryn Mawr College, Bryn Mawr, PA
7. Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02139, USA
8. These authors contributed equally
Decoding RNA-protein interactions

Scientists leverage one step, unbiased method to characterize the binding preferences of more than 70 human RNA-binding proteins.

Raleigh McElvery
June 7, 2018

Thanks to continued advances in genetic sequencing, scientists have identified virtually every A, T, C, and G nucleotide in our genetic code. But to fully understand how the human genome encodes us, we need to go one step further, mapping the function of each base. That is the goal of the Encyclopedia of DNA Elements (ENCODE) project, funded by the National Human Genome Research Institute and launched on the heels of the Human Genome Project in 2003. Although much has already been accomplished — mapping protein-DNA interactions and the inheritance of different epigenetic states — understanding the function of a DNA sequence also requires deciphering the purpose of the RNAs encoded by it, as well as which proteins bind to those RNAs.

Such RNA-binding proteins (RBPs) regulate gene expression by controlling various post-transcriptional processes — directing where the RNAs go in the cell, how stable they are, and which proteins will be synthesized. Yet these vital RNA-protein relationships remain difficult to catalog, since most of the necessary experiments are arduous to complete and difficult to interpret accurately.

In a new study, a team of MIT biologists and their collaborators describes the binding specificity of 78 human RBPs, using a one-step, unbiased method that efficiently and precisely determines the spectrum of RNA sequences and structures these proteins prefer. Their findings suggest that RBPs don’t just recognize specific RNA segments, but are often influenced by contextual features as well — like the folded structures of the RNA in question, or the nucleotides flanking the RNA-binding sequence.

“RNA is never naked in the cell because there are always proteins binding, guiding, and modifying it,” says Christopher Burge, director of the Computational and Systems Biology PhD Program, professor of biology and biological engineering, extramural member of the Koch Institute for Integrative Cancer Research, associate member of the Broad Institute of MIT and Harvard, and senior author of the study. “If you really want to understand post-transcriptional gene regulation, then you need to characterize those interactions. Here, we take advantage of deep sequencing to give a more nuanced picture of exactly what RNAs the proteins bind and where.”

MIT postdoc Daniel Dominguez, former graduate student Peter Freese, and current graduate student Maria Alexis are the lead authors of the study, which is part of the ENCODE project and appears in Molecular Cell on June 7.

A method for the madness

From the moment an RNA is born, it is coated by RBPs that control nearly every aspect of its lifecycle. RBPs generally contain a binding domain, a three-dimensional folded structure that can attach to a specific nucleotide sequence on the RNA called a motif. Because there are over 1,500 different RBPs found in the human genome, the biologists needed a way to systematically determine which of those proteins bound to which RNA motifs.

After considering a number of different approaches to analyze RNA-protein interactions both directly in the cell (in vivo) and isolated in a test tube (in vitro), the biologists settled on an in vitro method known as RNA Bind-n-Seq (RBNS), developed four years ago by former Burge lab postdoc and co-author Nicole Lambert.

Although Lambert had previously tested only a small subset of proteins, RBNS surpassed other approaches because it was a quantitative method that revealed both low and high affinity RNA-protein interactions, required only a single procedural step, and screened nearly every possible RNA motif. This new study improved the assay’s throughput, systematically exploring the binding specificities of more than 70 human RBPs at a high resolution.

“Even with that initial small sample, it was clear RBNS was the way to go, and over the last three-and-a-half years we’ve been gradually building on this approach,” Dominguez says. “Since a single RBP can select from billions of unique RNA molecules, our approach gives you a lot more power to detect the all those possible targets, taking into account RNA secondary structure and contextual features. It’s an extremely deep and detailed assay.”

First, the researchers purified the human RBPs, mixing them with randomly-generated synthetic RNAs roughly 20 nucleotides long, which represented virtually all the RNAs an RBP could bind to. Next, they extracted the RBPs along with their bound RNAs and sequenced them. With the help of their collaborators from the University of California at San Diego and University of Connecticut Health, the team conducted additional assays to glean what these RNA-protein interactions might look like in an actual cell, and infer the cellular function of the RBPs.

The researchers expected most RBPs to bind to a unique RNA motif, but to their surprise they found the opposite: Many of the proteins, regardless of structural class, seemed to prefer similar short, unfolded nucleotide sequence motifs.

“Human cells express hundreds of thousands of distinct transcripts, so you might think that each RBP would bind a slightly different RNA sequence in order to distinguish between targets,” Alexis says. “In fact, one might assume that having distinct RBP motifs would ensure maximum flexibility. But, as it turns out, nature has built in substantial redundancy; multiple proteins seem to bind the same short, linear sequences.”

Redundant motifs with distinct targets and functions

This overlap in RBP binding preference suggested to the scientists that there must be some other indicator besides the sequence of the motif that signaled RBPs which RNA to target. Those signals, it turned out, stemmed from the spacing of the motifs as well as which nucleotide bases flank its binding sites. For the less common RBPs that targeted non-linear RNA sequences, the precise way the RNA folded also seemed to influence binding specificity.

The obvious question, then, is: Why might RBPs have evolved to rely on contextual features instead of just giving them distinct motifs?

Accessibility seems like one of the more plausible arguments. The researchers reasoned that linear RNA segments are physically easier to reach because they are not obstructed by other RNA strands, and they found that more accessible motifs are more likely to be bound. Another possibility is that having many proteins target the same motif creates some inter-protein competition. If one protein increases RNA stability and another decreases it, whichever binds the strongest will prevent the other from binding at all, enabling more pronounced changes in gene activity between cells or cell states. In other scenarios, proteins with similar functions that target the same motif could provide redundancy to ensure that regulation occurs in the cell.

“It’s definitely a difficult question, and one that we may never truly be able to answer,” Dominguez says. “As RBPs duplicated over evolutionary time, perhaps altering recognition of the contextual features around the RNA motif was easier than changing the entire RNA motif. And that would give new opportunities for RBPs to select different cellular targets.”

This study marks one of the first in vitro contributions to the ENCODE Project. While in vivo assays reveal information specific to the particular cell line or tissue in which they were conducted, RBNS will help define the basic rules of RNA-protein interactions — so fundamental they are likely to apply across many cell types and tissues.

The research was funded by the National Institutes of Health ENCODE Project, an NIH/NIGMS grant, the National Defense Science and Engineering Graduate Fellowship, Kirschstein National Research Service Award, Burroughs Wellcome Postdoctoral Fund, and an NIH Individual Postdoctoral Fellowship.

Network of diverse noncoding RNAs acts in the brain

Scientists identify the first known network consisting of three types of regulatory RNAs.

Nicole Giese Rura | Whitehead Institute
June 7, 2018

Scientists at MIT’s Whitehead Institute have identified a highly conserved network of noncoding RNAs acting in the mammalian brain. While gene regulatory networks are well described, this is the first documented regulatory network comprised of three types of noncoding RNA: microRNA, long noncoding RNA, and circular RNA. The finding, which is described online this week in the journal Cell, expands our understanding of how several noncoding RNAs can interact to regulate each other.

This sophisticated network, which is conserved in placental mammals, intrigued Whitehead Member David Bartel, whose lab identified it.

“It has been quite an adventure to unravel the different elements of this network,” says Bartel, who is also a professor of biology at MIT and investigator with the Howard Hughes Medical Institute. “When we removed the long noncoding RNA, we saw huge increases in the microRNA, which, with the help of a second microRNA turned out to reduce the levels of the circular RNA.”

RNA may be best known for acting as a template during protein production, but most RNA molecules in the cell do not actually code for proteins. Many play fundamental roles in the splicing and translation of protein-coding RNAs, whereas others play regulatory roles. MicroRNAs, as the name would suggest, are small, about 22 nucleotides (nucleotides are the building blocks of RNA); long noncoding RNAs (lncRNAs) are longer than 200 nucleotides; and circular RNAs (circRNAs) are looped RNAs formed by atypical splicing of either lncRNAs or protein-coding RNAs. These three types of noncoding RNAs have been shown previously to be vital for controlling protein-coding gene expression, and in some instances their dysregulation is linked to cancer or other diseases.

Previous work by Bartel and Whitehead member and MIT Professor Hazel Sive identified hundreds of lncRNAs conserved in vertebrate animals, including Cyrano, which contains an unusual binding site for the microRNA miR-7.

In the current research, Ben Kleaveland, a postdoc in Bartel’s lab and first author of the Cell paper, delves into Cyrano’s function in mice. His results are surprising: a regulatory network centered on four noncoding RNAs — a lncRNA, a circRNA, and two microRNAs — acting in mammalian neurons. The network employs multiple interactions between these noncoding RNAs to ultimately ensure that the levels of one microRNA, miR-7, are kept extremely low and the levels of one circRNA, Cdr1as, are kept high.

Several aspects of this highly tuned network are unique. The lncRNA Cyrano targets miR-7 for degradation. Cyrano is exceptionally efficient, and in some cells, reduces miR-7 by an astounding 98 percent — a stronger effect than scientists have ever documented for this phenomenon, called target RNA-directed microRNA degradation. In the described network, unchecked miR-7 indirectly leads to degradation of the circRNA Cdr1as. CircRNAs such as this one are usually highly stable because the RNA degradation machinery needs to latch onto the end of an RNA molecule before the machinery can operate. In the case of Cdr1as, the circRNA contains a prodigious number of sites that can interact with miR-7: 130 in mice and 73 in humans. As these sites are bound by miR-7, another microRNA, miR-671, springs into action and directs slicing of the Cdr1as. This renders Cdr1as vulnerable to degradation.

The network’s precise function still eludes researchers, but evidence suggests that it may be important in brain function. All four components of the network are enriched in the brain, particularly in neurons, and recently, Cdr1as has been reported to influence neuronal activity in mice.

“We’re in the early stages of understanding this network, and there’s so much left to discover,” Kleaveland says. “Our current hypothesis is that Cdr1as is not only regulated by miR-7 but also facilitates miR-7 function by delivering this microRNA to neuronal synapses.”

This work was supported by the National Institutes of Health and the Howard Hughes Medical Institute.

Computing changes in cell fate

Meena Chakraborty ’19 has spent two years in the lab of Nobel Prize winner Philip Sharp, combining computer science and wet lab techniques to study the impact of microRNAs on gene expression.

Raleigh McElvery
May 2, 2018

When Meena Chakraborty was eleven years old, her parents took her to South Africa to show her what life was like outside her hometown of Lexington, Massachusetts. The trip was first and foremost a family vacation, but what struck Chakraborty, now a junior at MIT, was neither the sights nor safaris, but their visit to a children’s hospital. Looking back, she identifies that experience as the catalyst that spurred her current career path, centered on three years of biology research with implications for human health.

“I remember being astounded that the patients there were my age,” she says. “I had all these things in my life to look forward to, while they were fighting HIV and might not survive. That’s when I started thinking that I could do something to counter disease, and studying biology seemed like the best way to do that.”

Up until that point, she’d intended to be a writer. So when it came time to choose a college, she initially shied away from MIT, fearing it would be too “tech-focused.”

“Even though I was primarily interested in biology, I still wanted diversity in terms of the academic subjects and the people around me,” she says. “But it became clear that MIT really encourages you to step outside your major. Every undergrad has to complete a Humanities, Arts, or Social Sciences concentration, and I chose philosophy. Those classes have become a staple of my undergrad experience, and allowed me to keep in touch with my love for writing while still focusing on my science.”

Given her propensity for math, she declared Course 6-7 (Computer Science and Molecular Biology), as a means to develop analytical tools to decipher large data sets and better understand biological systems. The summer after her freshman year, she had her first chance to marry these two skills in a real-world setting: she began working in the lab of Nobel Prize winner Philip Sharp, located in the Koch Institute for Integrative Cancer Research.

This was her first foray into computational biology, but it wasn’t her first time at the Koch — she’d shadowed two graduates students in the Irvine lab for a summer as a junior in high school. This time, though, as an undergraduate, she was assigned her own project, under the guidance of postdoctoral fellow Salil Garg. Together, they’ve studied a type of RNA known as microRNA (miRNA) for the past two years.

Messenger RNA (mRNA) — perhaps the most well-known of the RNAs — constitutes the intermediate step between DNA and the final product of gene expression: the protein. In contrast, miRNAs are never translated into proteins. Instead, they bind to complementary sequences in target mRNAs, preventing those mRNAs from being turned into proteins, and blocking gene expression.

This miRNA-directed silencing is widespread and complex. In some cases, miRNAs silence single genes. In others, multiple miRNAs coordinate to turn groups of genes on and off in concert, thereby controlling entire sets of genes that interact with one another.  For example, two years ago, Chakraborty’s mentor used computational methods to pinpoint a group of poorly expressed, understudied “nonclassical” miRNAs that appear to coordinate the expression of pluripotency genes. Pluripotency gene levels dictate the behavior and fate of embryonic stem cells — non-specialized cells awaiting instructions to “differentiate” and assume a particular cell type (skin cell, blood cell, neuron, and so on).

Chakraborty then used a technique known as fluorescence-activated cell sorting (FACS) to determine how nonclassical miRNAs affect gene expression in embryonic stem cells. She used a FACS assay to detect miRNA activity, engineering special DNA and inserting it into mouse embryonic stem cells. The DNA contained two genes: one encoding a red fluorescent protein with a place for miRNAs to bind, and another that makes a blue fluorescent protein and lacks this miRNA attachment site. When the miRNA binds to the gene expressing the red fluorescing protein, it is silenced, and the cell makes fewer red proteins compared to blue ones, whose production remains unhindered.

“We know when miRNAs are active, they will reduce the expression of the red florescent protein, but not the blue one,” she says. “And that’s precisely what we’ve seen with these nonclassical miRNAs, suggesting that they are active in the cell.”

Chakraborty is excited about what this finding could mean for cancer research. A growing number of studies have shown that some cancers arise when miRNAs fail to help embryonic stem cells interconvert between cell states.

Although she spends anywhere from four to 20 hours a week in lab, Chakraborty hasn’t lost sight of her extracurriculars. As co-president of the Biology Undergraduate Student Association, she serves as a liaison between biology students and faculty, coordinating events to connect the two. As the discussion chair for the Effective Altruism Club, she promotes dialogue between student club members regarding charities — how these organizations can maximize their donations, and how the public should decide which ones to support. As a volunteer for the non-profit Help at Your Door, she inputs grocery lists from senior citizens and disabled individuals into a computer program, and then coordinates with community members to deliver the specified order.

Last summer, she was accepted into the Johnson & Johnson UROP Scholars Program, joining approximately 20 fellow undergraduate women in STEM research at MIT during the summer term. Her cohort attended faculty presentations, workshops, and networking events geared towards post-graduate careers in the sciences.

“I really appreciated that program, because I think a lot of women are afraid of science due to societal norms,” she says. “I remember originally thinking I wouldn’t be good at computer science or math, and now here I am combining both skills with wet lab techniques in my research.”

Most recently, Chakraborty was a recipient of the 2017-2018 Barry Goldwater Scholarship Award, selected from a nationwide field of candidates nominated by university faculty. She will also remain on campus this coming summer to conduct faculty-mentored research as part of the MIT Amgen Scholars Program.

After she graduates in 2019, Chakraborty intends to pursue a PhD in a biology-related discipline, perhaps computational biology. After that, the options are endless — professor, consultant, research scientist. She’s still weighing the possibilities, and doesn’t seem too concerned about selecting one just yet.

“I know I’m going in the right direction, because it hits me every time I finish a challenging assignment or whenever I figure out a new approach in the lab,” she says. “When I complete a task like that with the help of friends and mentors, there’s this sense of pride and a feeling that I can’t believe how much I’ve learned in just once semester. The way my brain considers problems and finds solutions is just so different from the way it was three years ago when I first started out as a freshman.”

Photo credit: Raleigh McElvery
Single-cell database to propel biological studies

Whitehead team analyzes transcriptomes for roughly 70,000 cells in planarians, creates publicly available database to drive further research.

Nicole Davis | Whitehead Institute
April 20, 2018

A team at Whitehead Institute and MIT has harnessed single-cell technologies to analyze over 65,000 cells from the regenerative planarian flatworm, Schmidtea mediterranea, revealing the complete suite of actives genes (or “transcriptome”) for practically every type of cell in a complete organism. This transcriptome atlas represents a treasure trove of biological information on planarians, which is the subject of intense study in part because of its unique ability to regrow lost or damaged body parts. As described in the April 19 advance online issue of the journal Science, this new, publicly available resource has already fueled important discoveries, including the identification of novel planarian cell types, the characterization of key transition states as cells mature from one type to another, and the identity of new genes that could impart positional cues from muscles cells — a critical component of tissue regeneration.

“We’re really at the beginning of an amazing era,” says senior author Peter Reddien, a member of Whitehead Institute, professor of biology at MIT, and investigator with the Howard Hughes Medical Institute. “Just as genome sequences became indispensable resources for studying the biology of countless organisms, analyzing the transcriptomes of every cell type will become another fundamental tool — not just for planarians, but for many different organisms.”

The ability to systematically reveal which genes in the genome are active within an individual cell flows from a critical technology known as single-cell RNA sequencing. Recent advances in the technique have dramatically reduced the per-cell cost, making it feasible for a single laboratory to analyze a suitably large number of cells to capture the cell type diversity present in complex, multi-cellular organisms.

Reddien has maintained a careful eye on the technology from its earliest days because he believed it offered an ideal way to unravel planarian biology. “Planarians are relatively simple, so it would be theoretically possible for us to capture every cell type. Yet they still have a sufficiently large number of cells — including types we know little or even nothing about,” he explains. “And because of the unusual aspects of planarian biology — essentially, adults maintain developmental information and progenitor cells that in other organisms might be present transiently only in embryos — we could capture information about mature cells, progenitor cells, and information guiding cell decisions by sampling just one stage, the adult.”

Two and a half years ago, Reddien and his colleagues — led by first author Christopher Fincher, a graduate student in Reddien’s laboratory — set out to apply single-cell RNA sequencing systematically to planarians. The group isolated individual cells from five regions of the animal and gathered data from a total of 66,783 cells. The results include transcriptomes for rare cell types, such as those that comprise on the order of 10 cells out of an adult animal that consists of roughly 500,000 to 1 million cells.

In addition, the researchers uncovered some cell types that have yet to be described in planarians, as well cell types common to many organisms, making the atlas a valuable tool across the scientific community. “We identified many cells that were present widely throughout the animal, but had not been previously identified. This surprising finding highlights the great value of this approach in identifying new cells, a method that could be applied widely to many understudied organisms,” Fincher says.

“One main important aspect of our transcriptome atlas is its utility for the scientific community,” Reddien says. “Because many of the cell types present in planarians emerged long ago in evolution, similar cells still exist today in various organisms across the planet. That means these cell types and the genes active within them can be studied using this resource.”

The Whitehead team also conducted some preliminary analyses of their atlas, which they’ve dubbed “Planarian Digiworm.” For example, they were able to discern in the transcriptome data a variety of transition states that reflect the progression of stem cells into more specialized, differentiated cell types. Some of these cellular transition states have been previously analyzed in painstaking detail, thereby providing an important validation of the team’s approach.

In addition, Reddien and his colleagues knew from their own prior, extensive research that there is positional information encoded in adult planarian muscle — information that is required not only for the general maintenance of adult tissues but also for the regeneration of lost or damaged tissue. Based on the activity pattern of known genes, they could determine roughly which positions the cells had occupied in the intact animal, and then sort through those cells’ transcriptomes to identify new genes that are candidates for transmitting positional information.

“There are an unlimited number of directions that can now be taken with these data,” Reddien says. “We plan to extend our initial work, using further single-cell analyses, and also to mine the transcriptome atlas for addressing important questions in regenerative biology. We hope many other investigators find this to be a very valuable resource, too.”

This work was supported by the National Institutes of Health, the Howard Hughes Medical Institute, and the Eleanor Schwartz Charitable Foundation.

Countering mitochondrial stress

Scientists discover a pathway that monitors a protein import into mitochondria and elicits a cellular response when the process goes awry.

Raleigh McElvery | Department of Biology
April 13, 2018

If there’s one fact that most people retain from elementary biology, it’s that mitochondria are the powerhouses of the cell. As such, they break down molecules and manufacture new ones to generate the fuel necessary for life. But mitochondria rely on a stream of proteins to sustain this energy production. Nearly all their proteins are manufactured in the surrounding gel-like cytoplasm, and must be imported into the mitochondria to keep the powerhouse running.

A duo of MIT biologists has revealed what happens when a traffic jam of proteins at the surface of the mitochondria prevents proper import. They describe how the mitochondria communicate with the rest of the cell to signal a problem, and how the cell responds to protect the mitochondria. This newly-discovered molecular pathway, called mitoCPR, detects import mishaps and preserves mitochondrial function in the midst of such stress.

“This is the first mechanism identified that surveils mitochondrial protein import, and helps mitochondria when they can’t get the proteins they need,” says Angelika Amon, the Kathleen and Curtis Marble Professor of Cancer Research in the MIT Department of Biology, who is also a member of the Koch Institute for Integrative Cancer Research at MIT, a Howard Hughes Medical Institute Investigator, and senior author of the study. “Responses to mitochondrial stress have been established before, but this one specifically targets the surface of the mitochondria, clearing out the misfolded proteins that are stuck in the pores.”

Hilla Weidberg, a postdoc in Amon’s lab, is the lead author of the study, which appears in Science on April 13.

Fueling the powerhouse

Mitochondria likely began as independent entities long ago, before being engulfed by host cells. They eventually gave up control and moved most of their important genes to a different organelle, the nucleus, where the rest of the cell’s genetic blueprint is stored. The protein products from these genes are ultimately made in the cytoplasm outside the nucleus, and then guided to the mitochondria. These “precursor” proteins contain a special molecular zip code that guides them through the channels at the surface of the mitochondria to their respective homes.

The proteins must be unfolded and delicately threaded through the narrow channels in order to enter the mitochondria. This creates a precarious situation; if the demand is too high, or the proteins are folded when they shouldn’t be, a bottleneck forms that none shall pass. This can simply occur when the mitochondria expand to make more of themselves, or in diseases like deafness-dystonia syndrome and Huntington’s.

“The machinery that we’ve identified seems to evict proteins that are sitting on the surface of the mitochondria and sends them for degradation,” Amon says. “Another possibility is that this mitoCPR pathway might actually unfold these proteins, and in doing so give them a second chance to be pushed through the membrane.”

Two other pathways were recently identified in yeast that also respond to accumulated mitochondrial proteins. However, both simply clear protein refuse from the cytoplasm around the mitochondria, rather than removing the proteins collecting on the mitochondria themselves.

“We knew about various responses to mitochondrial stress, but no one had described a response to protein import defects that specifically protected the mitochondria, and that’s exactly what mitoCPR does,” Weidberg says. “We wanted to know how the cell reacts to these problems, so we set out to overload the import machinery, causing many proteins to rush into the mitochondrion at the same time and clog the pores, triggering a cellular response.”

“What makes our cells absolutely dependent on mitochondria is one of those million-dollar questions in cell biology,” says Vlad Denic, professor of molecular and cellular biology at Harvard University. “This study reveals an interesting flip-side to that question: When you make mitochondrial life artificially tough, are they programmed to say ‘help us’ so the host cell comes to their rescue? The possible ramifications of such work in terms of human development and disease could be very impressive.”

A pathway to understanding

Roughly two decades ago, researchers began to notice that the genes required to defend cells against drugs and other foreign substances — together, called the multidrug resistance (MDR) response — were also expressed in yeast mitochondrial mutants for some unknown reason. This suggested that the protein in charge of binding to the DNA and initiating the MDR response must have a dual purpose, sometimes triggering a second, separate pathway as well. But precisely how this second pathway related to mitochondria remained a mystery.

“Twenty years ago, scientists recognized mitoCPR as some kind of mechanism against mitochondrial dysfunction,” Weidberg says. “Today we’ve finally characterized it, given it a name, and identified its precise function: to help mitochondrial protein import.”

As the import process slows, Amon and Weidberg determined that the protein that initiates mitoCPR — the transcription factor Pdr3 — binds to DNA within the nucleus, inducing the expression of a gene known as CIS1. The resultant Cis1 protein binds to the channel at the surface of the mitochondrion, and recruits yet another protein, the AAA+ adenosine triphosphatase Msp1, to help clear unimported proteins from the mitochondrial surface and mediate their degradation. Although the MDR response pathway differs from that of mitoCPR, both rely on Pdr3 activation. In fact, mitoCPR requires it.

“Whether the two pathways interact with one another is a very interesting question,” Amon says. “The mitochondria make a lot of biosynthetic molecules, and blocking that function by messing with protein import could lead to the accumulation of intermediate metabolites. These can be toxic to the cell, so you could imagine that activating the MDR response might pump out harmful intermediates.”

The question of what activates Pdr3 to initiate mitoCPR is still unclear, but Weidberg has some ideas related to signals stemming from the build-up of toxic metabolite intermediates. It’s also yet to be determined whether an analogous pathway exists in more complex organisms, although there is some evidence that the mitochondria do communicate with the nucleus in other eukaryotes besides yeast.

“This was just such a classic study,” Amon says. “There were no sophisticated high-throughput methodologies, just traditional, simple molecular biology and cell biology assays with a few microscopes. It’s almost like something you’d see out of the 1980s. But that just goes to show — to this day — that’s how many discoveries are made.”

The research was funded by the National Institutes of Health and by the Koch Institute Support (core) Grant from the National Cancer Institute. Amon is also an investigator of the Howard Hughes Medical Institute and the Glenn Foundation for Biomedical Research. Weidberg was supported by the Jane Coffin Childs Memorial Fund, the European Molecular Biology Organization Long-Term Fellowship, and the Israel National Postdoctoral Program for Advancing Women in Science.

Study suggests method for boosting growth of blood vessels and muscle

Activating proteins linked to longevity may help to increase endurance and combat frailty in the elderly.

Anne Trafton | MIT News Office
March 22, 2018

As we get older, our endurance declines, in part because our blood vessels lose some of their capacity to deliver oxygen and nutrients to muscle tissue. An MIT-led research team has now found that it can reverse this age-related endurance loss in mice by treating them with a compound that promotes new blood vessel growth.

The study found that the compound, which re-activates longevity-linked proteins called sirtuins, promotes the growth of blood vessels and muscle, boosting the endurance of elderly mice by up to 80 percent.

If the findings translate to humans, this restoration of muscle mass could help to combat some of the effects of age-related frailty, which often lead to osteoporosis and other debilitating conditions.

“We’ll have to see if this plays out in people, but you may actually be able to rescue muscle mass in an aging population by this kind of intervention,” says Leonard Guarente, the Novartis Professor of Biology at MIT and one of the senior authors of the study. “There’s a lot of crosstalk between muscle and bone, so losing muscle mass ultimately can lead to loss of bone, osteoporosis, and frailty, which is a major problem in aging.”

The first author of the paper, which appears in Cell on March 22, is Abhirup Das, a former postdoc in Guarente’s lab who is now at the University of New South Wales in Australia. Other senior authors of the paper are David Sinclair, a professor at Harvard Medical School and the University of New South Wales, and Zolt Arany, a professor at the University of Pennsylvania.

Race against time

In the early 1990s, Guarente discovered that sirtuins, a class of proteins found in nearly all animals, protect against the effects of aging in yeast. Since then, similar effects have been seen in many other organisms.

In their latest study, Guarente and his colleagues decided to explore the role of sirtuins in endothelial cells, which line the inside of blood vessels. To do that, they deleted the gene for SIRT1, which encodes the major mammalian sirtuin, in endothelial cells of mice. They found that at 6 months of age, these mice had reduced capillary density and could run only half as far as normal 6-month-old mice.

The researchers then decided to see what would happen if they boosted sirtuin levels in normal mice as they aged. They treated the mice with a compound called NMN, which is a precursor to NAD, a coenzyme that activates SIRT1. NAD levels normally drop as animals age, which is believed to be caused by a combination of reduced NAD production and faster NAD degradation.

After 18-month-old mice were treated with NMN for two months, their capillary density was restored to levels typically seen in young mice, and they experienced a 56 to 80 percent improvement in endurance. Beneficial effects were also seen in mice up to 32 months of age (comparable to humans in their 80s).

“In normal aging, the number of blood vessels goes down, so you lose the capacity to deliver nutrients and oxygen to tissues like muscle, and that contributes to decline,” Guarente says. “The effect of the precursors that boost NAD is to counteract the decline that occurs with normal aging, to reactivate SIRT1, and to restore function in endothelial cells to give rise to more blood vessels.”

These effects were enhanced when the researchers treated the mice with both NMN and hydrogen sulfide, another sirtuin activator.

Vittorio Sartorelli, a principal investigator at the National Institute of Allergy and Infectious Diseases who was not involved in the research, described the experiments as “elegant and compelling.” He added that “it will be of interest and of clinical relevance to evaluate the effect of NMN and hydrogen sulfide on the vascularization of other organs such as the heart and brain, which are often damaged by acutely or chronically reduced blood flow.”

Benefits of exercise

The researchers also found that SIRT1 activity in endothelial cells is critical for the beneficial effects of exercise in young mice. In mice, exercise generally stimulates growth of new blood vessels and boosts muscle mass. However, when the researchers knocked out SIRT1 in endothelial cells of 10-month-old mice, then put them on a four-week treadmill running program, they found that the exercise did not produce the same gains seen in normal 10-month-old mice on the same training plan.

If validated in humans, the findings would suggest that boosting sirtuin levels may help older people retain their muscle mass with exercise, Guarente says. Studies in humans have shown that age-related muscle loss can be partially staved off with exercise, especially weight training.

“What this paper would suggest is that you may actually be able to rescue muscle mass in an aging population by this kind of intervention with an NAD precursor,” Guarente says.

In 2014, Guarente started a company called Elysium Health, which sells a dietary supplement containing a different precursor of NAD, known as NR, as well as a compound called pterostilbene, which is an activator of SIRT1.

The research was funded by the Glenn Foundation for Medical Research, the Sinclair Gift Fund, a gift from Edward Schulak, and the National Institutes of Health.