Stay Ahead, Stay ONMINE

Studying the uninvited guests

Microbes that gobble up or break down environmental toxins can clean up oil spills, waste sites, and contaminated watersheds. But until his faculty mentor asked him for help with a project he was working on with doctors at Boston Children’s Hospital in 2009, Eric Alm had not thought much about their role in a very different environment: the human digestive system. David Schauer, a professor of biological engineering, was examining how microorganisms in the gut might be linked to inflammatory bowel disease (IBD), and he hoped advanced statistical analysis of the data he was collecting could make those connections clearer. Alm, who’d joined the civil and environmental engineering faculty in 2006 as a computational biologist studying environmental uses of microbes, had the statistical experience needed and could apply machine-learning tools to help. But for him, the project was supposed to be a brief detour.   In June of 2009, however, Schauer—just 48—died unexpectedly, only two weeks after falling ill. Alm, heartbroken, worked to help push his mentor’s project over the finish line. As that effort was underway, Neil Rasmussen ’76, SM ’80, a longtime member of the MIT Corporation and the philanthropist funding the project, asked for a tour of his lab. That encounter would change the course of Alm’s career. At the end of the lab tour, Rasmussen, who has a family member with IBD, had a surprise: He asked Alm if he’d be willing to pivot to researching inflammatory bowel disease—and offered to fund his lab if he did so. Alm was game. He began shifting the main focus of his research away from harnessing microbes for the environment and turned most of his attention to exploring how they could be applied to human health. Then Rasmussen decided he wanted to “do something really big,” as Alm puts it, and make Boston a hub for microbiome research. So in 2014, with a $25 million grant from the Neil and Anna Rasmussen Foundation, the Center for Microbiome Informatics and Therapeutics (CMIT) was launched with Alm and Ramnik Xavier, chief of gastroenterology at Massachusetts General Hospital, as its co-directors.  CMIT co-director Eric Alm is a professor of biological engineering and civil and environmental engineering and an Institute Member of the Broad Institute. His research uses data science, quantitative analysis, and novel molecular techniques to engineer the human microbiome.COURTESY OF ERIC ALM By teaming up with Alm and others, Rasmussen hoped to create a research hub where scientists, engineers, doctors, and next-generation trainees would collaborate across scientific disciplines. They would build the tools needed to support a new research field and translate cutting-­edge research into clinic-ready interventions for patients suffering from a wide range of inflammatory and autoimmune conditions influenced by the gut, including not only IBD but diabetes and Alzheimer’s—and potentially autism, Parkinson’s disease, and depression as well.   In its first 10 years, CMIT has made remarkable progress.  When the center started, Alm says, it was still a relatively novel idea that the human microbiome—particularly the community of trillions of symbiotic microbes that reside in the gut—might play a key role in human health. Few serious research programs existed to study this idea.   “It was really this undiscovered territory,” he recalls. “[In] a lot of diseases where there seemed to be things that we couldn’t explain, a lot of people thought maybe the microbiome plays a role either directly or indirectly.”   It has since become increasingly clear that the microbiome has a far greater impact on human health and development than previously thought. We now know that the human gut—often defined as the series of food-processing organs that make up the gastrointestinal tract—is home to untold trillions of microorganisms, each one a living laboratory capable of ingesting nutrients, sugars, and organic materials, digesting them, and releasing various kinds of organic outputs. And the metabolic outputs of these gut-dwelling microbes are similar to those of the liver, Alm says. In fact, the gut microbiome can essentially mirror some of the liver’s functions, helping the body metabolize carbohydrates, proteins, and fats by breaking down complex compounds into simpler molecules it can process more easily. But the gut’s outputs can change in either helpful or harmful ways if different microbes establish themselves within it.  “I would love to have bacteria that live on my face and release sunscreen in response to light. Why can’t I have that?” Tami Lieberman “Our exquisite immune defenses evolved in response to the microbiome and continue to adapt during our lifetime,” Rasmussen says. “I believe that advancing the basic science of human interactions with the microbiome is central to understanding and curing chronic immune-­related diseases.” By now, researchers affiliated with the center have published some 200 scientific papers, and it has found ways to advance microbiome research far beyond its walls. It funds a team at the Broad Institute (where Alm is now an Institute Member) that does assays and gene sequencing for scientists doing such research. Meanwhile, it has established one of the world’s most comprehensive microbiome “strain libraries,” facilitating studies around the globe. To create this library—which includes strains in both the Broad Institute–OpenBiome Microbiome Library and the Global Microbiome Conservancy’s Biobank­—researchers have isolated more than 15,000 distinct strains of microbes that are found in the human gut. The library can serve as a reference for those hoping to gain information on microbes they have isolated on their own, but researchers can also use it if they need samples of specific strains to study. To supplement the strain library, CMIT-affiliated researchers have traveled to many corners of the globe to collect stool samples from far-flung indigenous populations, an effort that continues to this day through the Global Microbiome Conservancy.   “We’re trying to build a critical mass and give folks working in different labs a central place where they can communicate and collaborate,” says Alm. “We also want to help them have access to doctors who might have samples they can use, or doctors who might have problems that need an engineering solution.”   The clinical applications produced by CMIT have already affected the lives of tens of thousands of patients. One of the most significant began making an impact even before the center’s official launch.  For decades, hospitals had been grappling with the deadly toll of bacterial infections caused by Clostridioides difficile (C. diff), a hardy, opportunistic bacterium that can colonize the gut of vulnerable patients, often after heavy doses of antibiotics wipe out beneficial microbes that usually keep C. diff at bay. The condition, which causes watery diarrhea, abdominal pain, fever, and nausea, can be resistant to conventional treatments. It kills roughly 30,000 Americans every year.  By 2003, researchers had discovered that transplanting stool from a healthy donor into the colon of a sick patient could restore the healthy microbes and solve the problem. But even a decade later, there was no standardized treatment or protocol—relatives were often asked to bring in their own stool in ice cream containers. In 2013, Mark Smith, PhD ’14, then a graduate student in Alm’s lab, cofounded the nonprofit OpenBiome, the nation’s first human stool bank. OpenBiome developed rigorous methods to screen donors (people joke that it’s harder to get approved than to get into MIT or Harvard) and standardized the procedures for sample processing and storage. Over the years, the nonprofit has worked with some 1,300 health-care facilities and research institutions and facilitated the treatment of more than 70,000 patients—work that OpenBiome says helped set the stage for the US Food and Drug Administration to approve the first microbiome-based therapeutic for recurrent C. diff infections.   Today, CMIT’s flagship effort is a 100-patient clinical trial that it launched to study IBD, using a wide array of technologies to monitor two cohorts of patients—one in the US and the other in the Netherlands—over the course of a year. People with Crohn’s disease and ulcerative colitis typically experience periods of full or partial remission, but they currently have no way to predict when they will relapse. So researchers are tracking weekly changes in each patient’s microbiome and other biological indicators while amassing continuous physiological data from Fitbits and recording self-reported symptom scores along with other clinical data. The goal is to identify biomarkers and other indicators that might be used to predict flare-ups so that already approved therapies can be used more effectively.  Although data is still being collected, early analysis suggests that a patient’s gut microbiome begins to change six to eight weeks before flare symptoms appear, and a few weeks later, genetic analysis of epithelial cells in their stool samples starts to show signs of increased inflammation. The team is planning to host a hackathon this summer to help speed analysis of the mountain of disparate types of data being collected.   Meanwhile, the community of clinicians, engineers, and scientists CMIT has nurtured is undertaking projects that Alm could hardly have imagined when he first delved into research on the human microbiome. Survivor: Microbe edition  Right below the photograph on the bio page of her Twitter/X account, Alyssa Haynes Mitchell has three emojis: a tiny laptop, a red and blue strand of DNA, and a smiling pile of poo. The digital hieroglyphics neatly sum up her area of focus as she pursues a doctorate in microbiology. A 2024 Neil and Anna Rasmussen fellow, Mitchell is attempting to understand precisely what it is that allows microbes to survive and thrive in the human gut. Mitchell fell in love with the study of microbes as an undergrad at Boston University. First, her mind was blown after she read a paper by researchers who could create a facsimile of a patient’s intestinal cell population—a “gut on a chip”—and planned to culture a microbiome on it. She was fascinated by the idea that this might lead to personalized treatments for conditions like IBD. Then she cultured her first colony of a strain of the microbe Bacillus subtilis that had been genetically engineered to fluoresce.  “They form these really complex ridges, and the more you look at microscopy images, the more you realize that there’s patterns of collective behavior of bacterial biofilms that we just don’t understand,” she says. “They’re super beautiful, and it’s really quite amazing to look at.”  In 2023, Mitchell joined the lab of Tami Lieberman, an associate professor of civil and environmental engineering and a member of both CMIT and MIT’s Institute for Medical Engineering and Science.  Mitchell and others who study the microbiome think that “probiotics,” beneficial microbes that are applied to the skin or ingested in supplements or foods such as yogurt or kombucha, could have broad potential to help treat disease. But for reasons that still aren’t well understood, once probiotics are introduced into the gut, only a small percentage of them are able to survive and proliferate, a process known as engraftment. A probiotic with an engraftment rate of 30% (meaning it’s still detectable in 30% of subjects) six months after administration is considered good, says Mitchell. She and Lieberman, who also holds the title of Hermann L.F. von Helmholtz Professor, are studying the way individual strains of microbes evolve to survive in the microbiome—a key mystery that needs to be solved to engineer more effective, longer-lasting therapies.    COURTESY OF ALYSSA HAYNES MITCHELL COURTESY OF TAMI LIEBERMAN Alyssa Haynes Mitchell, a PhD student pursuing a doctorate in microbiology, is working with Tami Lieberman, an assistant professor of civil and environmental engineering, to study how strains of microbes evolve to survive in the gut. Lieberman also studies how microbes survive and proliferate on the skin. “Hopefully if we learn a little bit more about what drives evolution of the ones that stick around, we might be able to learn why some don’t,” she says. Mitchell has been working with samples collected by a local biotech company developing biotherapeutics for the gut. Its probiotic products, which are used to treat recurrent C. diff infections, contain eight closely related microbial strains belonging to the order known as Clostridiales. The company gave one of its products to 56 human subjects and collected stool samples over time. Mitchell is using genetic sequencing techniques to track how three of the microbial species evolved in 21 of the subjects. Identifying person-specific differences and similarities might reveal insights about the host environment and could help explain why some types of mutations allow some microbes to survive and thrive. The project is still in its early phases, but Mitchell has a working hypothesis. “The model that I have in my mind is that people have different [gut] environments, and microbes are either compatible with them or not,” she says. “And there’s a window in which, if you’re a microbe, you might be able to stick around but maybe not thrive. And then evolution kind of gets you there. You might not be very fit when you land there, but you’re close enough to hang around and get there. Whereas in other people, you’re totally incompatible with what’s already there, and the resident microbes beat you out.” Her work is just one of many projects using new approaches developed by Lieberman, who worked as a postdoc in Alm’s lab before starting her own in 2018. As a graduate student at Harvard, Lieberman gained access to more than 100 frozen samples collected from the airways, blood, and chest tissue of 14 patients with cystic fibrosis, a genetic disease that causes mucus to build up in the lungs and creates conditions ripe for infections. The patients were among those who had developed bacterial infections during an outbreak in the 1990s.   Lieberman and her colleagues recognized a perfect opportunity to use genetic sequencing technologies to study the way the genome of the Burkholderia dolosa bacterium evolved when she cultured those samples. What was it that allowed B. dolosa to adapt and survive? Many of the surviving microbes, she discovered, had developed similar mutations independently in different patients, suggesting that at least some of these mutations helped them to thrive. The research indicated which genes were worthy of further study—and suggested that this approach holds promise for understanding what it takes for microbes to grow well in the human body. Lieberman joined Alm’s lab in 2015, aiming to apply the same experimental paradigm and the statistical techniques she had developed to the emerging field of microbiome research. In her own lab, she has developed an approach to figuring out how the pressures of natural selection result in mutations that may help certain microbes to engraft. It involves studying colonies of bacteria that form on the human skin. “The idea is to create a genetically engineered metabolite factory in the gut.” Daniel Pascal In the gut, Lieberman explains, hundreds of different species of microbes coexist and coevolve, forming a heterogeneous community whose members interact with one another in ways that are not fully understood. This creates a wide array of confounding variables that make it more difficult to identify why some engraft and others don’t. But on the skin, the metabolic environment is less complex, so fewer species of bacteria coexist. The smaller number of species makes it far easier to track the way the genomes of specific microbes change over time to facilitate survival, and the accessibility of the skin makes it easier to figure out how spatial structure and the presence of other microbes affect this process.  One discovery from Lieberman’s lab is that each pore is dominated by just one random strain of a single species. Her group hypothesizes that survival may depend on the geometry of the pore and the location of the microbes. For example, as these anaerobic microbes typically thrive at the hard-to-access bottom of the pore, where there is less oxygen, the first to manage to get there can crowd out new migrants. “My vision, and really a vision for the microbiome field in general,” Lieberman says, is that one day therapeutic microbes could be added to the body to treat medical conditions. “These could be microbes that are naturally occurring, or they could be genetically engineered microbes that have some property we want,” she adds. “But how to actually do that is really challenging because we don’t understand the ecology of the system.” Most bacteria introduced into a person’s system, even those taken from another healthy human, will not persist in the new person’s body, she notes, unless you “first bomb it with antibiotics” to get rid of most of the microbes that are already there. “Why that is,” she adds, “is something we really don’t understand.” If Lieberman can solve the puzzle, the possible applications are tantalizing.   “I would love to have bacteria that live on my face and release sunscreen in response to light,” she says. “Why can’t I have that? In the future, there’s no reason we can’t figure out how to do that in a safe and controlled manner. And it would be much more convenient than applying sunscreen every day.”  Harnessing light-sensitive, sunblock-­producing microbes may sound like a distant fantasy. But it’s not beyond the realm of possibility. Other microbial products that sound straight out of a science fiction novel have already been invented in the lab.  Molecular assassin When Daniel Pascal first landed in the lab of MIT synthetic biologist Christopher Voigt, he had no idea he’d be staying on to make bacteria with superpowers. He was a first-year PhD student rotating through various labs, with little inkling of the potential contained in the microbes that live inside us. Pascal, a 2024 Neil and Anna Rasmussen fellow who is pursuing a doctorate in biological engineering, was originally paired with a graduate student doing a more materials-­related synthetic biology project. But he came from a family of physicians and soon found himself speaking with other graduate students in the lab whose projects had to do with health.  He then learned that two of the lab’s postdocs, Arash Farhadi and Brandon Fields, were receiving funding under a program sponsored by the Defense Advanced Research Projects Agency (DARPA), the Pentagon’s R&D organization, to develop solutions for common traveler’s ailments that result from problems like disrupted sleep cycles and limited access to safe food and water. When they explained that they hoped to harness microbes in the human body, they had his attention.  Daniel Pascal, a graduate student pursuing a doctorate in biological engineering, is using synthetic biology to get microbes to carry out functions that they would not perform in the natural world.COURTESY OF DANIEL PASCAL “It’s amazing how these tiny little organisms have so much control and can wreak so much havoc,” he says.   Intrigued, Pascal wound up officially joining Voigt’s lab, where he is working to create microbes that can carry out a wide array of functions they would not perform in the natural world.   To do so, he is using a custom “landing pad” system developed in the lab. The system relies on synthetic biology to create a new region in the genome of a microbe that, using specific enzymes, can be filled with pieces of DNA designed to imbue the microbe with special new abilities.   After engineering the landing pad into samples of an existing probiotic, Pascal and his collaborators on a project funded by the US Air Force and DARPA were able to deliver DNA that allows the probiotic to essentially set up a specialized drug production facility within the gut. First it absorbs two common amino acids, arginine and glycine. Then it converts them into a precursor compound that the body transforms into creatine, which can facilitate the production of muscle tissue from exercise and may help with memory.   Pascal explains that creatine is often taken as an over-the-counter supplement by people doing weight training and other athletes who want to improve their fitness. “But creatine has been shown to improve performance in fatigued humans,” he says. “So the motivation for this project was the idea that Air Force pilots that are traveling all over the world are jet-lagged, are working crazy hours and shifts.” What if, the researchers wondered, those pilots “could take a supplement that would improve some of their responsiveness, athletic accuracy, intelligence, and reasoning?” A typical oral supplement delivers a spike of creatine in the bloodstream that largely dissipates relatively quickly. More useful to the pilots would be a probiotic engineered to produce a consistent amount of the creatine precursor that could be turned into creatine as needed. CMIT is also funding Pascal’s project using the landing pad system to get microbes to produce substances that target specific pathogens without disrupting the entire microbiome. Although Pascal cannot yet reveal any details about these molecular-­level assassins, he notes that other researchers in the Voigt lab have recently used the landing pad system to redesign the Escherichia coli Nissle (EcN) microbe, which had previously been engineered to produce such things as antibiotics, enzymes that break down toxins, and chemotherapy drugs to fight cancer. The lab’s work made it possible to improve the efficacy of a treatment for phenylketonuria and perhaps of other EcN therapeutics as well.   The lab has, in short, been able to get microbe strains (one of which he says is a commercially available probiotic that in some countries you can buy over the counter) to do some very useful things. “They’ve figured out a way to take this mundane thing and give it these extraordinary capabilities,” he says. “The idea is to create a genetically engineered metabolite factory in the gut.” Tackling childhood obesity   Understanding the microbiome may also lead to new therapies for one of the greatest public health challenges currently facing the US: rising rates of obesity. Jason Zhang, a pediatric gastroenterologist at Boston Children’s Hospital, has received a CMIT clinical fellowship to study how gut bacteria may be linked to childhood obesity and diabetes. As a visiting scientist in Alm’s lab, he is using AI to predict people’s loss of control over what or how much they eat. His working hypothesis is that microbial metabolites are interacting with endocrine cells in the lining of the gut. Those endocrine cells in turn secrete hormones that travel to the brain and stimulate or suppress hunger.  “We believe that the microbiome plays a role in how we make choices around food,” he says. “The microbiome can send metabolites into the bloodstream that will maybe cross the blood-brain barrier. And there may be a direct connection. There is some evidence of that. But more likely they’re going to be interacting with cells in the epithelial layer in the gut.” Jason Zhang, a pediatric gastroenterologist at Boston Children’s Hospital, studies the link between gut bacteria and childhood obesity and diabetes. As a visiting scientist in the lab of Eric Alm, he uses AI to model what’s known as “loss-of-control eating.”COURTESY OF JASON ZHANG Zhang has sequenced the microbes found in the stool of subjects who have exhibited “loss-of-control eating” and developed a machine-learning algorithm that can predict it in other patients on the basis of their stool samples. He and his colleagues have begun to home in on a specific microbe that appears to be deficient in kids who experience this eating pattern.  The researchers have discovered that this particular microbe appears to respond to food in the gut by creating compounds that stimulate enteroendocrine cells to release a series of hormones signaling satiety to the brain—among them GLP-1, the hormone whose signal is turned up by weight-loss drugs like Ozempic. Zhang has already begun experimenting with therapies that artificially introduce the microbe into mice to treat obesity, diabetes, and food addiction.   “As with any single mechanism that treats a really complex disease, I would say it’s likely to make a difference,” he says. “But is it the silver bullet? Probably not.” Still, Zhang isn’t ruling it out: “We don’t know yet. That’s the ongoing work.”  All these projects provide a taste of what’s to come. For more than a decade, CMIT has played a key role in building the fundamental infrastructure needed to develop the new field.But with as many as 100 trillion bacterial cells in the human microbiome, the efforts to explore it have only just begun.

Microbes that gobble up or break down environmental toxins can clean up oil spills, waste sites, and contaminated watersheds. But until his faculty mentor asked him for help with a project he was working on with doctors at Boston Children’s Hospital in 2009, Eric Alm had not thought much about their role in a very different environment: the human digestive system.

David Schauer, a professor of biological engineering, was examining how microorganisms in the gut might be linked to inflammatory bowel disease (IBD), and he hoped advanced statistical analysis of the data he was collecting could make those connections clearer. Alm, who’d joined the civil and environmental engineering faculty in 2006 as a computational biologist studying environmental uses of microbes, had the statistical experience needed and could apply machine-learning tools to help. But for him, the project was supposed to be a brief detour.  

In June of 2009, however, Schauer—just 48—died unexpectedly, only two weeks after falling ill. Alm, heartbroken, worked to help push his mentor’s project over the finish line. As that effort was underway, Neil Rasmussen ’76, SM ’80, a longtime member of the MIT Corporation and the philanthropist funding the project, asked for a tour of his lab. That encounter would change the course of Alm’s career.

At the end of the lab tour, Rasmussen, who has a family member with IBD, had a surprise: He asked Alm if he’d be willing to pivot to researching inflammatory bowel disease—and offered to fund his lab if he did so.

Alm was game. He began shifting the main focus of his research away from harnessing microbes for the environment and turned most of his attention to exploring how they could be applied to human health. Then Rasmussen decided he wanted to “do something really big,” as Alm puts it, and make Boston a hub for microbiome research. So in 2014, with a $25 million grant from the Neil and Anna Rasmussen Foundation, the Center for Microbiome Informatics and Therapeutics (CMIT) was launched with Alm and Ramnik Xavier, chief of gastroenterology at Massachusetts General Hospital, as its co-directors. 

Eric Alm
CMIT co-director Eric Alm is a professor of biological engineering and civil and environmental engineering and an Institute Member of the Broad Institute. His research uses data science, quantitative analysis, and novel molecular techniques to engineer the human microbiome.
COURTESY OF ERIC ALM

By teaming up with Alm and others, Rasmussen hoped to create a research hub where scientists, engineers, doctors, and next-generation trainees would collaborate across scientific disciplines. They would build the tools needed to support a new research field and translate cutting-­edge research into clinic-ready interventions for patients suffering from a wide range of inflammatory and autoimmune conditions influenced by the gut, including not only IBD but diabetes and Alzheimer’s—and potentially autism, Parkinson’s disease, and depression as well.  

In its first 10 years, CMIT has made remarkable progress. 

When the center started, Alm says, it was still a relatively novel idea that the human microbiome—particularly the community of trillions of symbiotic microbes that reside in the gut—might play a key role in human health. Few serious research programs existed to study this idea.  

“It was really this undiscovered territory,” he recalls. “[In] a lot of diseases where there seemed to be things that we couldn’t explain, a lot of people thought maybe the microbiome plays a role either directly or indirectly.”  

It has since become increasingly clear that the microbiome has a far greater impact on human health and development than previously thought. We now know that the human gut—often defined as the series of food-processing organs that make up the gastrointestinal tract—is home to untold trillions of microorganisms, each one a living laboratory capable of ingesting nutrients, sugars, and organic materials, digesting them, and releasing various kinds of organic outputs. And the metabolic outputs of these gut-dwelling microbes are similar to those of the liver, Alm says. In fact, the gut microbiome can essentially mirror some of the liver’s functions, helping the body metabolize carbohydrates, proteins, and fats by breaking down complex compounds into simpler molecules it can process more easily. But the gut’s outputs can change in either helpful or harmful ways if different microbes establish themselves within it. 

“I would love to have bacteria that live on my face and release sunscreen in response to light. Why can’t I have that?”

Tami Lieberman

“Our exquisite immune defenses evolved in response to the microbiome and continue to adapt during our lifetime,” Rasmussen says. “I believe that advancing the basic science of human interactions with the microbiome is central to understanding and curing chronic immune-­related diseases.”

By now, researchers affiliated with the center have published some 200 scientific papers, and it has found ways to advance microbiome research far beyond its walls. It funds a team at the Broad Institute (where Alm is now an Institute Member) that does assays and gene sequencing for scientists doing such research. Meanwhile, it has established one of the world’s most comprehensive microbiome “strain libraries,” facilitating studies around the globe.

To create this library—which includes strains in both the Broad Institute–OpenBiome Microbiome Library and the Global Microbiome Conservancy’s Biobank­—researchers have isolated more than 15,000 distinct strains of microbes that are found in the human gut. The library can serve as a reference for those hoping to gain information on microbes they have isolated on their own, but researchers can also use it if they need samples of specific strains to study. To supplement the strain library, CMIT-affiliated researchers have traveled to many corners of the globe to collect stool samples from far-flung indigenous populations, an effort that continues to this day through the Global Microbiome Conservancy.  

“We’re trying to build a critical mass and give folks working in different labs a central place where they can communicate and collaborate,” says Alm. “We also want to help them have access to doctors who might have samples they can use, or doctors who might have problems that need an engineering solution.”  

The clinical applications produced by CMIT have already affected the lives of tens of thousands of patients. One of the most significant began making an impact even before the center’s official launch. 

For decades, hospitals had been grappling with the deadly toll of bacterial infections caused by Clostridioides difficile (C. diff), a hardy, opportunistic bacterium that can colonize the gut of vulnerable patients, often after heavy doses of antibiotics wipe out beneficial microbes that usually keep C. diff at bay. The condition, which causes watery diarrhea, abdominal pain, fever, and nausea, can be resistant to conventional treatments. It kills roughly 30,000 Americans every year. 

By 2003, researchers had discovered that transplanting stool from a healthy donor into the colon of a sick patient could restore the healthy microbes and solve the problem. But even a decade later, there was no standardized treatment or protocol—relatives were often asked to bring in their own stool in ice cream containers. In 2013, Mark Smith, PhD ’14, then a graduate student in Alm’s lab, cofounded the nonprofit OpenBiome, the nation’s first human stool bank. OpenBiome developed rigorous methods to screen donors (people joke that it’s harder to get approved than to get into MIT or Harvard) and standardized the procedures for sample processing and storage. Over the years, the nonprofit has worked with some 1,300 health-care facilities and research institutions and facilitated the treatment of more than 70,000 patients—work that OpenBiome says helped set the stage for the US Food and Drug Administration to approve the first microbiome-based therapeutic for recurrent C. diff infections.  

Today, CMIT’s flagship effort is a 100-patient clinical trial that it launched to study IBD, using a wide array of technologies to monitor two cohorts of patients—one in the US and the other in the Netherlands—over the course of a year. People with Crohn’s disease and ulcerative colitis typically experience periods of full or partial remission, but they currently have no way to predict when they will relapse. So researchers are tracking weekly changes in each patient’s microbiome and other biological indicators while amassing continuous physiological data from Fitbits and recording self-reported symptom scores along with other clinical data. The goal is to identify biomarkers and other indicators that might be used to predict flare-ups so that already approved therapies can be used more effectively.

 Although data is still being collected, early analysis suggests that a patient’s gut microbiome begins to change six to eight weeks before flare symptoms appear, and a few weeks later, genetic analysis of epithelial cells in their stool samples starts to show signs of increased inflammation. The team is planning to host a hackathon this summer to help speed analysis of the mountain of disparate types of data being collected.  

Meanwhile, the community of clinicians, engineers, and scientists CMIT has nurtured is undertaking projects that Alm could hardly have imagined when he first delved into research on the human microbiome.

Survivor: Microbe edition 

Right below the photograph on the bio page of her Twitter/X account, Alyssa Haynes Mitchell has three emojis: a tiny laptop, a red and blue strand of DNA, and a smiling pile of poo. The digital hieroglyphics neatly sum up her area of focus as she pursues a doctorate in microbiology. A 2024 Neil and Anna Rasmussen fellow, Mitchell is attempting to understand precisely what it is that allows microbes to survive and thrive in the human gut.

Mitchell fell in love with the study of microbes as an undergrad at Boston University. First, her mind was blown after she read a paper by researchers who could create a facsimile of a patient’s intestinal cell population—a “gut on a chip”—and planned to culture a microbiome on it. She was fascinated by the idea that this might lead to personalized treatments for conditions like IBD. Then she cultured her first colony of a strain of the microbe Bacillus subtilis that had been genetically engineered to fluoresce. 

“They form these really complex ridges, and the more you look at microscopy images, the more you realize that there’s patterns of collective behavior of bacterial biofilms that we just don’t understand,” she says. “They’re super beautiful, and it’s really quite amazing to look at.” 

In 2023, Mitchell joined the lab of Tami Lieberman, an associate professor of civil and environmental engineering and a member of both CMIT and MIT’s Institute for Medical Engineering and Science. 

Mitchell and others who study the microbiome think that “probiotics,” beneficial microbes that are applied to the skin or ingested in supplements or foods such as yogurt or kombucha, could have broad potential to help treat disease. But for reasons that still aren’t well understood, once probiotics are introduced into the gut, only a small percentage of them are able to survive and proliferate, a process known as engraftment. A probiotic with an engraftment rate of 30% (meaning it’s still detectable in 30% of subjects) six months after administration is considered good, says Mitchell. She and Lieberman, who also holds the title of Hermann L.F. von Helmholtz Professor, are studying the way individual strains of microbes evolve to survive in the microbiome—a key mystery that needs to be solved to engineer more effective, longer-lasting therapies.   

ALYSSA HAYNES MITCHELL

COURTESY OF ALYSSA HAYNES MITCHELL

COURTESY OF TAMI LIEBERMAN

Alyssa Haynes Mitchell, a PhD student pursuing a doctorate in microbiology, is working with Tami Lieberman, an assistant professor of civil and environmental engineering, to study how strains of microbes evolve to survive in the gut. Lieberman also studies how microbes survive and proliferate on the skin.

“Hopefully if we learn a little bit more about what drives evolution of the ones that stick around, we might be able to learn why some don’t,” she says.

Mitchell has been working with samples collected by a local biotech company developing biotherapeutics for the gut. Its probiotic products, which are used to treat recurrent C. diff infections, contain eight closely related microbial strains belonging to the order known as Clostridiales. The company gave one of its products to 56 human subjects and collected stool samples over time. Mitchell is using genetic sequencing techniques to track how three of the microbial species evolved in 21 of the subjects. Identifying person-specific differences and similarities might reveal insights about the host environment and could help explain why some types of mutations allow some microbes to survive and thrive. The project is still in its early phases, but Mitchell has a working hypothesis.

“The model that I have in my mind is that people have different [gut] environments, and microbes are either compatible with them or not,” she says. “And there’s a window in which, if you’re a microbe, you might be able to stick around but maybe not thrive. And then evolution kind of gets you there. You might not be very fit when you land there, but you’re close enough to hang around and get there. Whereas in other people, you’re totally incompatible with what’s already there, and the resident microbes beat you out.”

Her work is just one of many projects using new approaches developed by Lieberman, who worked as a postdoc in Alm’s lab before starting her own in 2018. As a graduate student at Harvard, Lieberman gained access to more than 100 frozen samples collected from the airways, blood, and chest tissue of 14 patients with cystic fibrosis, a genetic disease that causes mucus to build up in the lungs and creates conditions ripe for infections. The patients were among those who had developed bacterial infections during an outbreak in the 1990s.  

Lieberman and her colleagues recognized a perfect opportunity to use genetic sequencing technologies to study the way the genome of the Burkholderia dolosa bacterium evolved when she cultured those samples. What was it that allowed B. dolosa to adapt and survive? Many of the surviving microbes, she discovered, had developed similar mutations independently in different patients, suggesting that at least some of these mutations helped them to thrive. The research indicated which genes were worthy of further study—and suggested that this approach holds promise for understanding what it takes for microbes to grow well in the human body.

Lieberman joined Alm’s lab in 2015, aiming to apply the same experimental paradigm and the statistical techniques she had developed to the emerging field of microbiome research. In her own lab, she has developed an approach to figuring out how the pressures of natural selection result in mutations that may help certain microbes to engraft. It involves studying colonies of bacteria that form on the human skin.

“The idea is to create a genetically engineered metabolite factory in the gut.”

Daniel Pascal

In the gut, Lieberman explains, hundreds of different species of microbes coexist and coevolve, forming a heterogeneous community whose members interact with one another in ways that are not fully understood. This creates a wide array of confounding variables that make it more difficult to identify why some engraft and others don’t. But on the skin, the metabolic environment is less complex, so fewer species of bacteria coexist. The smaller number of species makes it far easier to track the way the genomes of specific microbes change over time to facilitate survival, and the accessibility of the skin makes it easier to figure out how spatial structure and the presence of other microbes affect this process. 

One discovery from Lieberman’s lab is that each pore is dominated by just one random strain of a single species. Her group hypothesizes that survival may depend on the geometry of the pore and the location of the microbes. For example, as these anaerobic microbes typically thrive at the hard-to-access bottom of the pore, where there is less oxygen, the first to manage to get there can crowd out new migrants.

“My vision, and really a vision for the microbiome field in general,” Lieberman says, is that one day therapeutic microbes could be added to the body to treat medical conditions. “These could be microbes that are naturally occurring, or they could be genetically engineered microbes that have some property we want,” she adds. “But how to actually do that is really challenging because we don’t understand the ecology of the system.” Most bacteria introduced into a person’s system, even those taken from another healthy human, will not persist in the new person’s body, she notes, unless you “first bomb it with antibiotics” to get rid of most of the microbes that are already there. “Why that is,” she adds, “is something we really don’t understand.”

If Lieberman can solve the puzzle, the possible applications are tantalizing.  

“I would love to have bacteria that live on my face and release sunscreen in response to light,” she says. “Why can’t I have that? In the future, there’s no reason we can’t figure out how to do that in a safe and controlled manner. And it would be much more convenient than applying sunscreen every day.” 

Harnessing light-sensitive, sunblock-­producing microbes may sound like a distant fantasy. But it’s not beyond the realm of possibility. Other microbial products that sound straight out of a science fiction novel have already been invented in the lab. 

Molecular assassin

When Daniel Pascal first landed in the lab of MIT synthetic biologist Christopher Voigt, he had no idea he’d be staying on to make bacteria with superpowers. He was a first-year PhD student rotating through various labs, with little inkling of the potential contained in the microbes that live inside us.

Pascal, a 2024 Neil and Anna Rasmussen fellow who is pursuing a doctorate in biological engineering, was originally paired with a graduate student doing a more materials-­related synthetic biology project. But he came from a family of physicians and soon found himself speaking with other graduate students in the lab whose projects had to do with health. 

He then learned that two of the lab’s postdocs, Arash Farhadi and Brandon Fields, were receiving funding under a program sponsored by the Defense Advanced Research Projects Agency (DARPA), the Pentagon’s R&D organization, to develop solutions for common traveler’s ailments that result from problems like disrupted sleep cycles and limited access to safe food and water. When they explained that they hoped to harness microbes in the human body, they had his attention. 

Daniel Pascal, a graduate student pursuing a doctorate in biological engineering, is using synthetic biology to get microbes to carry out functions that they would not perform in the natural world.
COURTESY OF DANIEL PASCAL

“It’s amazing how these tiny little organisms have so much control and can wreak so much havoc,” he says.  

Intrigued, Pascal wound up officially joining Voigt’s lab, where he is working to create microbes that can carry out a wide array of functions they would not perform in the natural world.  

To do so, he is using a custom “landing pad” system developed in the lab. The system relies on synthetic biology to create a new region in the genome of a microbe that, using specific enzymes, can be filled with pieces of DNA designed to imbue the microbe with special new abilities.  

After engineering the landing pad into samples of an existing probiotic, Pascal and his collaborators on a project funded by the US Air Force and DARPA were able to deliver DNA that allows the probiotic to essentially set up a specialized drug production facility within the gut. First it absorbs two common amino acids, arginine and glycine. Then it converts them into a precursor compound that the body transforms into creatine, which can facilitate the production of muscle tissue from exercise and may help with memory.  

Pascal explains that creatine is often taken as an over-the-counter supplement by people doing weight training and other athletes who want to improve their fitness. “But creatine has been shown to improve performance in fatigued humans,” he says. “So the motivation for this project was the idea that Air Force pilots that are traveling all over the world are jet-lagged, are working crazy hours and shifts.” What if, the researchers wondered, those pilots “could take a supplement that would improve some of their responsiveness, athletic accuracy, intelligence, and reasoning?”

A typical oral supplement delivers a spike of creatine in the bloodstream that largely dissipates relatively quickly. More useful to the pilots would be a probiotic engineered to produce a consistent amount of the creatine precursor that could be turned into creatine as needed.

CMIT is also funding Pascal’s project using the landing pad system to get microbes to produce substances that target specific pathogens without disrupting the entire microbiome. Although Pascal cannot yet reveal any details about these molecular-­level assassins, he notes that other researchers in the Voigt lab have recently used the landing pad system to redesign the Escherichia coli Nissle (EcN) microbe, which had previously been engineered to produce such things as antibiotics, enzymes that break down toxins, and chemotherapy drugs to fight cancer. The lab’s work made it possible to improve the efficacy of a treatment for phenylketonuria and perhaps of other EcN therapeutics as well.  

The lab has, in short, been able to get microbe strains (one of which he says is a commercially available probiotic that in some countries you can buy over the counter) to do some very useful things. “They’ve figured out a way to take this mundane thing and give it these extraordinary capabilities,” he says. “The idea is to create a genetically engineered metabolite factory in the gut.”

Tackling childhood obesity  

Understanding the microbiome may also lead to new therapies for one of the greatest public health challenges currently facing the US: rising rates of obesity.

Jason Zhang, a pediatric gastroenterologist at Boston Children’s Hospital, has received a CMIT clinical fellowship to study how gut bacteria may be linked to childhood obesity and diabetes. As a visiting scientist in Alm’s lab, he is using AI to predict people’s loss of control over what or how much they eat. His working hypothesis is that microbial metabolites are interacting with endocrine cells in the lining of the gut. Those endocrine cells in turn secrete hormones that travel to the brain and stimulate or suppress hunger. 

“We believe that the microbiome plays a role in how we make choices around food,” he says. “The microbiome can send metabolites into the bloodstream that will maybe cross the blood-brain barrier. And there may be a direct connection. There is some evidence of that. But more likely they’re going to be interacting with cells in the epithelial layer in the gut.”

JASON ZHANG
Jason Zhang, a pediatric gastroenterologist at Boston Children’s Hospital, studies the link between gut bacteria and childhood obesity and diabetes. As a visiting scientist in the lab of Eric Alm, he uses AI to model what’s known as “loss-of-control eating.”
COURTESY OF JASON ZHANG

Zhang has sequenced the microbes found in the stool of subjects who have exhibited “loss-of-control eating” and developed a machine-learning algorithm that can predict it in other patients on the basis of their stool samples. He and his colleagues have begun to home in on a specific microbe that appears to be deficient in kids who experience this eating pattern. 

The researchers have discovered that this particular microbe appears to respond to food in the gut by creating compounds that stimulate enteroendocrine cells to release a series of hormones signaling satiety to the brain—among them GLP-1, the hormone whose signal is turned up by weight-loss drugs like Ozempic. Zhang has already begun experimenting with therapies that artificially introduce the microbe into mice to treat obesity, diabetes, and food addiction.  

“As with any single mechanism that treats a really complex disease, I would say it’s likely to make a difference,” he says. “But is it the silver bullet? Probably not.” Still, Zhang isn’t ruling it out: “We don’t know yet. That’s the ongoing work.” 

All these projects provide a taste of what’s to come. For more than a decade, CMIT has played a key role in building the fundamental infrastructure needed to develop the new field.But with as many as 100 trillion bacterial cells in the human microbiome, the efforts to explore it have only just begun.

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Nutanix expands beyond HCI

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IBM introduces new generation of LinuxOne AI mainframe

In addition to generative AI applications, new multiple model AI approaches are engineered to enhance prediction and accuracy in many industry use cases like advanced fraud detection, image processing and retail automation, according to IBM. LinuxONE Emperor 5 also comes with advanced security features specifically designed for the AI threat

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Hornsea 4 cancellation puts pressure on AR7

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Grid queue: Lay of the land for renewables developers is still unclear

Renewable energy developments can only export the electricity they produce to the grid if they have a grid connection. This has created a large queue of developers waiting for a connection date for their projects, which can extend to over a decade in the future. This backlog is causing significant uncertainty for developers and strain on some renewable projects preventing their construction from being progressed. Once they are in it, developers rarely leave the queue even if they ultimately decide that their project isn’t viable. As the queue currently operates on a “first come, first served” basis, it means that viable and ready-to-build projects can be delayed longer than necessary. To help address these lengthy delays and enable new clean energy projects to secure grid connections, a new grid queue management system is being developed by the National Energy System Operator (NESO). Expected to be introduced this summer, this new system aims to ease the current bottleneck by allocating “confirmed connection dates, connection points and queue positions” to projects which are deemed viable and ready to progress over those which don’t meet its criteria. One of the biggest changes for developers will be demonstrating they have secured land rights to keep their place in the queue when satisfying the milestones known as “gate 2”. While this new initiative will be welcomed across the renewables sector, it raises several issues for project developers to consider including how they negotiate new land agreements. NESO has been clear that nothing short of a signed option agreement will be required for projects to qualify for a grid position under gate 2 – an exclusivity agreement or heads of terms will no longer suffice. Although NESO is clear that only projects that are demonstrably viable will keep their place in the grid connection queue, how

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Business leaders and SNP call on Starmer to visit Aberdeen amid North Sea job losses

Aberdeen business leaders and the SNP are calling on the Prime Minister to visit the north-east of Scotland as they blamed Labour policies for yet more job losses in the oil and gas sector. On Wednesday, Harbour Energy announced that it would cut 250 jobs from its onshore operations, accounting for a 25% reduction in headcount. The UK’s largest producer of oil and gas has claimed that the hostile fiscal policy facing oil and gas businesses prompted the decision as it slows investment in the country, opting to allocate funds overseas. On the day of this announcement, Aberdeen South MP and SNP Westminster leader Stephen Flynn brought the news to the attention of prime minister Sir Keir Starmer. © BloombergEmissions from chimneys at the British Steel Ltd. plant in Scunthorpe, UK. He asked Starmer to “explain to my constituents why he is willing to move heaven and earth to save jobs in Scunthorpe while destroying jobs in Scotland.” The SNP leader was referring to the government’s recent move to nationalise British Steel. The UK government took control of the British steel company from its Chinese owner, Jingye Group, after losses from its steelmaking operations forced it to the brink. Now the SNP MP, alongside his colleagues in Westminster and Holyrood, has written to the Labour Party leader, inviting him to see the impacts his government’s energy policy is having on Aberdeen and its people. “We are writing to you as the local MPs and MSPs for Aberdeen, to invite you to urgently visit Aberdeen to meet with local representatives, businesses, trade unions and workers to hear about the damaging impact that Labour government policies are having on Scottish energy jobs – and to discuss the urgent investment needed to protect jobs and deliver prosperity,” the letter reads. ‘Haemorrhaging investment in

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Oil Gains 3% as Trade Hopes Rise

Oil rose as President Donald Trump announced a trade framework with the UK, spurring some optimism about deals to come. West Texas Intermediate climbed 3.2% to approach $60 a barrel. Trump said the UK would fast-track US items through its customs process and reduce barriers on billions of dollars of agricultural, chemical, energy and industrial exports, including ethanol. Notably, the terms are limited in scope and a 10% baseline tariff remains. The British deal is raising investors’ confidence that agreements can be reached in the more complicated trade talks that lie ahead, specifically negotiations between US and Chinese officials kicking off this weekend. Trump said that the 145% levy against China, the world’s largest crude-importer, could be lowered if talks go well. “The real driver of risk assets today appears to be renewed optimism around progress in the US–China trade talks,” said Rebecca Babin, a senior energy trader at CIBC Private Wealth Group. “It’s also worth noting that sentiment toward crude remains overwhelmingly bearish.” Crude has slid since Trump took office on concerns that his global trade war will dent economic growth and slow energy demand. Adding to the bearishness, OPEC+ has decided to revive idled output faster than expected. Already, the drop in oil prices is spurring American shale producers to cut spending in the Permian Basin. Still, small pockets of bullishness are visible in the options market. There was active trading of Brent $95 September call options, which profit when futures rise. The US on Thursday sanctioned a third Chinese “teapot” oil refinery and various other entities associated with Iran, days ahead of a fourth round of nuclear talks between Washington and Tehran. The failure of the negotiations could push Brent up toward $70 a barrel, Citigroup analysts including Eric Lee said in a note. In the US,

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Indian LNG Buyers Embrace USA Benchmark to Balance Volatility

Indian liquefied natural gas importers have signed a flurry of long-term purchase agreements linked to the US price benchmark, the latest effort by the nation’s buyers to protect themselves from volatile markets. State-owned companies have signed at least four contracts since December, totaling nearly 11 million tons per year, priced to the Henry Hub index, according to the executives familiar with the deals. Until now, most of India’s long-term contracts have been linked to crude oil, the traditional way to price LNG deals. Pricing the fuel to the Henry Hub index doesn’t necessarily mean that the fuel will come from the US, rather it is a move to hedge risk.  India’s consumers — from power plants to petrochemical facilities — are highly price-sensitive as gas competes head-to-head with cheaper and dirtier alternatives. Companies that relied on the spot market or oil-linked contracts have periodically been forced to cut back purchases due to price spikes. US gas futures have also been relatively less volatile and more liquid than the Asian spot benchmark, the Japan-Korea Marker. “The last ten year average shows that there have been periods during winter months JKM benchmark surged beyond imagination, while Henry Hub prices saw proportionally smaller growth,” Bharat Petroelum Corp Ltd’s Director Finance V.R.K. Gupta said. BPCL in February signed a deal with ADNOC Trading for 2.5 million tons of LNG for five years. The Mumbai-based refiner will evaluate the performance of the deal and may sign more such contracts, Gupta said.  Indian Oil Corp. last week signed a deal with Trafigura for 2.5 million tons, or 27 cargoes, spread over five years, with supplies starting the middle of this year. The recent deals have been signed at a 115% link to Henry Hub plus $5 to $6 per million British thermal units. The supply is

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PJM, utilities urge FERC to dismiss call for colocation settlement talks

The Federal Energy Regulatory Commission should reject a call for a 90-day pause in its deliberations over the PJM Interconnection’s rules for colocating data centers at power plants, according to PJM, major utilities and other organizations. “The national interest will be best served by a quick dismissal of this proceeding, and a ruling that the existing PJM Tariff remains just and reasonable,” PJM transmission owners said in a Wednesday filing urging FERC to dismiss a call for stakeholder settlement talks. “Rather than fighting about a wish list of new rules, the parties will then instead begin to focus on obtaining service under the rules in place today.” The transmission owners include utility companies such as American Electric Power, Dominion Energy, Duke Energy, Exelon, FirstEnergy and PPL Electric. “The record is clear — no matter how connected to the PJM transmission system, large loads pose both a safety and a reliability concern,” the utilities said. “It is unrealistic to ask the [transmission owners] to accede to these demands in the context of settlement procedures while those questions remain unresolved.” PJM also wants FERC to ignore the call for settlement discussions that was made in late April by the Electric Power Supply Association, the PJM Power Providers Group, Calpine, Cogentrix Energy Power Management, Constellation Energy Generation and LS Power Development. “The Commission should not pause its work on offering the industry guidance on a path forward for co-location arrangements,” PJM said in a Monday filing. The call for settlement talks lacks broad stakeholder support, PJM said, noting it is holding a workshop on “large load” issues on Friday. American Municipal Power, a wholesale power provider for public power utilities, and Northern Virginia Electric Cooperative and Northeastern Rural Electric Membership Corp. also oppose holding settlement talks. Beside the power generators and trade organizations,

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Tech CEOs warn Senate: Outdated US power grid threatens AI ambitions

The implications are clear: without dramatic improvements to the US energy infrastructure, the nation’s AI ambitions could be significantly constrained by simple physical limitations – the inability to power the massive computing clusters necessary for advanced AI development and deployment. Streamlining permitting processes The tech executives have offered specific recommendations to address these challenges, with several focusing on the need to dramatically accelerate permitting processes for both energy generation and the transmission infrastructure needed to deliver that power to AI facilities, the report added. Intrator specifically called for efforts “to streamline the permitting process to enable the addition of new sources of generation and the transmission infrastructure to deliver it,” noting that current regulatory frameworks were not designed with the urgent timelines of the AI race in mind. This acceleration would help technology companies build and power the massive data centers needed for AI training and inference, which require enormous amounts of electricity delivered reliably and consistently. Beyond the cloud: bringing AI to everyday devices While much of the testimony focused on large-scale infrastructure needs, AMD CEO Lisa Su emphasized that true AI leadership requires “rapidly building data centers at scale and powering them with reliable, affordable, and clean energy sources.” Su also highlighted the importance of democratizing access to AI technologies: “Moving faster also means moving AI beyond the cloud. To ensure every American benefits, AI must be built into the devices we use every day and made as accessible and dependable as electricity.”

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Networking errors pose threat to data center reliability

Still, IT and networking issues increased in 2024, according to Uptime Institute. The analysis attributed the rise in outages due to increased IT and network complexity, specifically, change management and misconfigurations. “Particularly with distributed services, cloud services, we find that cascading failures often occur when networking equipment is replicated across an entire network,” Lawrence explained. “Sometimes the failure of one forces traffic to move in one direction, overloading capacity at another data center.” The most common causes of major network-related outages were cited as: Configuration/change management failure: 50% Third-party network provider failure: 34% Hardware failure: 31% Firmware/software error: 26% Line breakages: 17% Malicious cyberattack: 17% Network overload/congestion failure: 13% Corrupted firewall/routing tables issues: 8% Weather-related incident: 7% Configuration/change management issues also attributed for 62% of the most common causes of major IT system-/software-related outages. Change-related disruptions consistently are responsible for software-related outages. Human error continues to be one of the “most persistent challenges in data center operations,” according to Uptime’s analysis. The report found that the biggest cause of these failures is data center staff failing to follow established procedures, which has increased by about 10 percentage points compared to 2023. “These are things that were 100% under our control. I mean, we can’t control when the UPS module fails because it was either poorly manufactured, it had a flaw, or something else. This is 100% under our control,” Brown said. The most common causes of major human error-related outages were reported as:

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Liquid cooling technologies: reducing data center environmental impact

“Highly optimized cold-plate or one-phase immersion cooling technologies can perform on par with two-phase immersion, making all three liquid-cooling technologies desirable options,” the researchers wrote. Factors to consider There are numerous factors to consider when adopting liquid cooling technologies, according to Microsoft’s researchers. First, they advise performing a full environmental, health, and safety analysis, and end-to-end life cycle impact analysis. “Analyzing the full data center ecosystem to include systems interactions across software, chip, server, rack, tank, and cooling fluids allows decision makers to understand where savings in environmental impacts can be made,” they wrote. It is also important to engage with fluid vendors and regulators early, to understand chemical composition, disposal methods, and compliance risks. And associated socioeconomic, community, and business impacts are equally critical to assess. More specific environmental considerations include ozone depletion and global warming potential; the researchers emphasized that operators should only use fluids with low to zero ozone depletion potential (ODP) values, and not hydrofluorocarbons or carbon dioxide. It is also critical to analyze a fluid’s viscosity (thickness or stickiness), flammability, and overall volatility. And operators should only use fluids with minimal bioaccumulation (the buildup of chemicals in lifeforms, typically in fish) and terrestrial and aquatic toxicity. Finally, once up and running, data center operators should monitor server lifespan and failure rates, tracking performance uptime and adjusting IT refresh rates accordingly.

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Cisco unveils prototype quantum networking chip

Clock synchronization allows for coordinated time-dependent communications between end points that might be cloud databases or in large global databases that could be sitting across the country or across the world, he said. “We saw recently when we were visiting Lawrence Berkeley Labs where they have all of these data sources such as radio telescopes, optical telescopes, satellites, the James Webb platform. All of these end points are taking snapshots of a piece of space, and they need to synchronize those snapshots to the picosecond level, because you want to detect things like meteorites, something that is moving faster than the rotational speed of planet Earth. So the only way you can detect that quickly is if you synchronize these snapshots at the picosecond level,” Pandey said. For security use cases, the chip can ensure that if an eavesdropper tries to intercept the quantum signals carrying the key, they will likely disturb the state of the qubits, and this disturbance can be detected by the legitimate communicating parties and the link will be dropped, protecting the sender’s data. This feature is typically implemented in a Quantum Key Distribution system. Location information can serve as a critical credential for systems to authenticate control access, Pandey said. The prototype quantum entanglement chip is just part of the research Cisco is doing to accelerate practical quantum computing and the development of future quantum data centers.  The quantum data center that Cisco envisions would have the capability to execute numerous quantum circuits, feature dynamic network interconnection, and utilize various entanglement generation protocols. The idea is to build a network connecting a large number of smaller processors in a controlled environment, the data center warehouse, and provide them as a service to a larger user base, according to Cisco.  The challenges for quantum data center network fabric

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Zyxel launches 100GbE switch for enterprise networks

Port specifications include: 48 SFP28 ports supporting dual-rate 10GbE/25GbE connectivity 8 QSFP28 ports supporting 100GbE connections Console port for direct management access Layer 3 routing capabilities include static routing with support for access control lists (ACLs) and VLAN segmentation. The switch implements IEEE 802.1Q VLAN tagging, port isolation, and port mirroring for traffic analysis. For link aggregation, the switch supports IEEE 802.3ad for increased throughput and redundancy between switches or servers. Target applications and use cases The CX4800-56F targets multiple deployment scenarios where high-capacity backbone connectivity and flexible port configurations are required. “This will be for service providers initially or large deployments where they need a high capacity backbone to deliver a primarily 10G access layer to the end point,” explains Nguyen. “Now with Wi-Fi 7, more 10G/25G capable POE switches are being powered up and need interconnectivity without the bottleneck. We see this for data centers, campus, MDU (Multi-Dwelling Unit) buildings or community deployments.” Management is handled through Zyxel’s NebulaFlex Pro technology, which supports both standalone configuration and cloud management via the Nebula Control Center (NCC). The switch includes a one-year professional pack license providing IGMP technology and network analytics features. The SFP28 ports maintain backward compatibility between 10G and 25G standards, enabling phased migration paths for organizations transitioning between these speeds.

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Engineers rush to master new skills for AI-driven data centers

According to the Uptime Institute survey, 57% of data centers are increasing salary spending. Data center job roles that saw the highest increases were in operations management – 49% of data center operators said they saw highest increases in this category – followed by junior and mid-level operations staff at 45%, and senior management and strategy at 35%. Other job categories that saw salary growth were electrical, at 32% and mechanical, at 23%. Organizations are also paying premiums on top of salaries for particular skills and certifications. Foote Partners tracks pay premiums for more than 1,300 certified and non-certified skills for IT jobs in general. The company doesn’t segment the data based on whether the jobs themselves are data center jobs, but it does track 60 skills and certifications related to data center management, including skills such as storage area networking, LAN, and AIOps, and 24 data center-related certificates from Cisco, Juniper, VMware and other organizations. “Five of the eight data center-related skills recording market value gains in cash pay premiums in the last twelve months are all AI-related skills,” says David Foote, chief analyst at Foote Partners. “In fact, they are all among the highest-paying skills for all 723 non-certified skills we report.” These skills bring in 16% to 22% of base salary, he says. AIOps, for example, saw an 11% increase in market value over the past year, now bringing in a premium of 20% over base salary, according to Foote data. MLOps now brings in a 22% premium. “Again, these AI skills have many uses of which the data center is only one,” Foote adds. The percentage increase in the specific subset of these skills in data centers jobs may vary. The Uptime Institute survey suggests that the higher pay is motivating workers to stay in the

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Microsoft will invest $80B in AI data centers in fiscal 2025

And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs).  In a report published in October 2024, Bloomberg Intelligence estimated that demand for generative AI would push Microsoft, AWS, Google, Oracle, Meta, and Apple would between them devote $200 billion to capex in 2025, up from $110 billion in 2023. Microsoft is one of the biggest spenders, followed closely by Google and AWS, Bloomberg Intelligence said. Its estimate of Microsoft’s capital spending on AI, at $62.4 billion for calendar 2025, is lower than Smith’s claim that the company will invest $80 billion in the fiscal year to June 30, 2025. Both figures, though, are way higher than Microsoft’s 2020 capital expenditure of “just” $17.6 billion. The majority of the increased spending is tied to cloud services and the expansion of AI infrastructure needed to provide compute capacity for OpenAI workloads. Separately, last October Amazon CEO Andy Jassy said his company planned total capex spend of $75 billion in 2024 and even more in 2025, with much of it going to AWS, its cloud computing division.

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John Deere unveils more autonomous farm machines to address skill labor shortage

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere has been in business for 187 years, yet it’s been a regular as a non-tech company showing off technology at the big tech trade show in Las Vegas and is back at CES 2025 with more autonomous tractors and other vehicles. This is not something we usually cover, but John Deere has a lot of data that is interesting in the big picture of tech. The message from the company is that there aren’t enough skilled farm laborers to do the work that its customers need. It’s been a challenge for most of the last two decades, said Jahmy Hindman, CTO at John Deere, in a briefing. Much of the tech will come this fall and after that. He noted that the average farmer in the U.S. is over 58 and works 12 to 18 hours a day to grow food for us. And he said the American Farm Bureau Federation estimates there are roughly 2.4 million farm jobs that need to be filled annually; and the agricultural work force continues to shrink. (This is my hint to the anti-immigration crowd). John Deere’s autonomous 9RX Tractor. Farmers can oversee it using an app. While each of these industries experiences their own set of challenges, a commonality across all is skilled labor availability. In construction, about 80% percent of contractors struggle to find skilled labor. And in commercial landscaping, 86% of landscaping business owners can’t find labor to fill open positions, he said. “They have to figure out how to do

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2025 playbook for enterprise AI success, from agents to evals

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical than ever to revisit your AI strategy to stay competitive and create value for your customers. From scaling AI agents to optimizing costs, here are the five critical areas enterprises should prioritize for their AI strategy this year. 1. Agents: the next generation of automation AI agents are no longer theoretical. In 2025, they’re indispensable tools for enterprises looking to streamline operations and enhance customer interactions. Unlike traditional software, agents powered by large language models (LLMs) can make nuanced decisions, navigate complex multi-step tasks, and integrate seamlessly with tools and APIs. At the start of 2024, agents were not ready for prime time, making frustrating mistakes like hallucinating URLs. They started getting better as frontier large language models themselves improved. “Let me put it this way,” said Sam Witteveen, cofounder of Red Dragon, a company that develops agents for companies, and that recently reviewed the 48 agents it built last year. “Interestingly, the ones that we built at the start of the year, a lot of those worked way better at the end of the year just because the models got better.” Witteveen shared this in the video podcast we filmed to discuss these five big trends in detail. Models are getting better and hallucinating less, and they’re also being trained to do agentic tasks. Another feature that the model providers are researching is a way to use the LLM as a judge, and as models get cheaper (something we’ll cover below), companies can use three or more models to

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OpenAI’s red teaming innovations define new essentials for security leaders in the AI era

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently released two papers that set a new competitive standard for improving the quality, reliability and safety of AI models in these two techniques and more. The first paper, “OpenAI’s Approach to External Red Teaming for AI Models and Systems,” reports that specialized teams outside the company have proven effective in uncovering vulnerabilities that might otherwise have made it into a released model because in-house testing techniques may have missed them. In the second paper, “Diverse and Effective Red Teaming with Auto-Generated Rewards and Multi-Step Reinforcement Learning,” OpenAI introduces an automated framework that relies on iterative reinforcement learning to generate a broad spectrum of novel, wide-ranging attacks. Going all-in on red teaming pays practical, competitive dividends It’s encouraging to see competitive intensity in red teaming growing among AI companies. When Anthropic released its AI red team guidelines in June of last year, it joined AI providers including Google, Microsoft, Nvidia, OpenAI, and even the U.S.’s National Institute of Standards and Technology (NIST), which all had released red teaming frameworks. Investing heavily in red teaming yields tangible benefits for security leaders in any organization. OpenAI’s paper on external red teaming provides a detailed analysis of how the company strives to create specialized external teams that include cybersecurity and subject matter experts. The goal is to see if knowledgeable external teams can defeat models’ security perimeters and find gaps in their security, biases and controls that prompt-based testing couldn’t find. What makes OpenAI’s recent papers noteworthy is how well they define using human-in-the-middle

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