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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IBM, Red Hat, Palo Alto team to secure open-source software

“The clearinghouse will serve as a security coordination layer, using advanced AI capabilities to validate and test fixes across an unprecedented volume of open source code,” IBM stated in May. “These capabilities will be offered through commercial subscriptions, allowing enterprises to integrate secure patches directly into their existing software supply

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U.S., Qatar, Nigeria, and Algeria Warn Proposed E.U. Methane Regulations Could Disrupt Europe’s Oil and Gas Supply

WASHINGTON—U.S. Secretary of Energy Chris Wright, Qatari Minister of State for Energy Affairs Saad Sherida Al-Kaabi, Nigerian Minister of State for Petroleum Resources Ekperikpe Ekpo, and Algerian Minister of State, Minister of Hydrocarbons Mohamed Arkab yesterday sent a letter to the Leaders of the European Commission, European Council, and European Union (EU) Member States, regarding the European Union’s proposed EU Methane Regulations (EUMR). Click here to read the letter or see the full text below. Open Letter to Leaders of the European Commission, European Council, and European Union (EU) Member States on the EU Methane Regulation Dear President von der Leyen, President Costa, and EU Member State Leaders: As your largest energy suppliers, we are committed to strengthening our economic and strategic partnerships and ensuring Europe’s energy security. We fully support your objectives of increasing EU economic competitiveness, prosperity, sustainability, and energy security through provision of reliable energy supplies for the European Union and its citizens. It is with these shared goals in mind that we write to urge the EU to take swift, necessary actions to clarify and to adopt targeted amendments to the EU Methane Regulation (EUMR), some of which have already been requested by several EU Member States, industry, and members of European Parliament. These amendments should also be preceded by the: (i) adoption of a stop the clock mechanism, to provide time to develop necessary methodologies and compliance pathways that work for all; (ii)grandfathering of new contracts signed while these additional legislative adjustments are underway; and (iii) removal of penalties for noncompliance during this transitional period. As a large and diverse importing region, the EU purchases oil and natural gas from a wide variety of exporters, the majority of which cannot meet the EUMR methane emissions measuring, reporting, and verification (MRV) requirements on the prescribed timeline.

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Department of Energy Announces American Nuclear Supply Chain Loans

WASHINGTON—The U.S. Department of Energy’s (DOE) Office of Energy Dominance Financing (EDF) issued a conditional loan commitment to finance the purchase of long-lead time items needed to rebuild America’s commercial nuclear supply chain. The $17.5 billion American Nuclear Supply Chain Loans will help finance five eligible projects sponsored by utilities and energy companies nationwide to accelerate the deployment of 10 large-scale commercial nuclear reactors across the United States by up to three years. The project marks a major step toward advancing President Trump’s Executive Order, Reinvigorating the Nuclear Industrial Base, by supporting the objective of having 10 new large nuclear reactors with complete designs under construction by 2030. “Just over one year ago, President Trump directed the Energy Department and its agency partners to unleash the next American nuclear renaissance,” U.S. Energy Secretary Chris Wright said. “To accomplish that mission, these conditional loans will play an important role in reviving the supply chain needed for America to once again build large-scale commercial reactors. They will also help accelerate the timeline of building those large-scale reactors by up to three years, lowering construction costs and ensuring the United States is able to deliver on President Trump’s bold and ambitious energy addition agenda.” Westinghouse’s AP1000® units are the only licensed large-scale advanced commercial reactors operating in the United States today. Long-lead items are complex components of a nuclear power plant that require the longest time for manufacturing and delivery.   EDF financing will support up to five loans, each loan supporting two reactors at a project site. Westinghouse will partner with up to five eligible utilities and energy companies nationwide to procure the long-lead items at a fixed price. Each project will be jointly owned by Westinghouse and a utility or energy company partner. Both Westinghouse and the partner are required to

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FPSO ready for Santos-led Barossa LNG project

BW Offshore completed the Interim Performance Test (IPT) for the BW Opal floating production, storage, and offloading vessel (FPSO) as part of the commissioning program for the Santos Ltd.-operated Barossa LNG project about 285 km offshore from Darwin in the Northern Territory of Australia. The milestone is part of early-stage technical testing and adjustments following  first gas from the FPSO in September and the beginning of flow from subsea wells. BW Offshore confirmed that key production, processing, and utility systems on the FPSO were operating in an integrated manner and capable of delivering stable performance under production conditions. Following the restart of production in early May, BW Opal has continued gas production and export. Production is being managed in close coordination with Santos during this phase of the ramp-up and commissioning program. BW Opal contains a 358-m hull and accommodation for up to 140 personnel. It has gas handling capacity of 850 MMscfd and condensate handling capacity of 11,000 b/d. The FPSO will feed the Darwin LNG plant for the next two decades. The Barossa LNG project consists of the FPSO, a subsea production system, supporting in-field subsea infrastructure, a gas export pipeline, and a Darwin pipeline duplication. Up to eight subsea wells are planned (six wells from three drill centers) with contingency plans for an additional two wells. Gas and condensate is gathered from the wells through the subsea production system and then brought to the FPSO via a network of subsea infrastructure. Santos operates the Barossa LNG project (50%) with joint venture partners PRISM Energy International Australia Pty Ltd. (37.5%) and JERA Australia (12.5%).

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Equinor mulls additional Johan Sverdrup development phase

Equinor Energy AS is considering further development of the Johan Sverdrup area resources in the North Sea. Production from discoveries in Tonjer west and east and Geitungen would form the basis for the maturation of a potential phase 4 development in the northern part of the field. The volumes would be developed via subsea tieback to existing Johan Sverdrup infrastructure. Tonjer lies in the northernmost part of the Geitungen terrace in the Johan Sverdrup area. Oil was discovered in the area, but volumes and potential have been uncertain. The drilling of two appraisal wells and a sidetrack have provided a more precise assessment of the resource base.  Preliminary estimates for Tonjer and Geitungen combined are 20-30 MMboe. Further analyses of subsurface data will form the basis for more precise resource estimates. Phase 4 is now being matured towards an investment decision with a possible production start-up in 2029. Johan Sverdrup Johan Sverdrup, which accounts for about one third of Norwegian oil production, lies on the Utsira High (Utsirahøyden) in the central part of the North Sea, 65 km northeast of Sleipner field in water depths of 115 m. The main reservoir contains oil in Upper Jurassic intra-Draupne sandstone. The reservoir depth is 1,900 m. The quality of the main reservoir is excellent with very high permeability. The remaining oil resources are in sandstone in the Upper Triassic Statfjord Group and Middle to Upper Jurassic Vestland Group, as well as in spiculites in the Upper Jurassic Viking Group. Oil was also proven in Permian Zechstein carbonates. Equinor is operator of Johan Sverdrup (42.62%) with partners Aker BP (31.57%), Petoro (17.36%), and TotalEnergies (8.44%).

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Beacon advances deepwater Gulf developments with Monument, Zephyrus field work

Beacon Offshore Energy LLC is advancing two deepwater Gulf of Mexico developments, having drilled the first development well at Monument field and brought a second production well online at Zephyrus field. At Monument in Walker Ridge Block 315, the first development well reached a total depth of 32,250 ft and encountered 245 ft of net pay (true vertical thickness) in Lower Wilcox reservoirs, confirming pre-drill expectations for reservoir quality, the operator said. Beacon will continue drilling a second development well before completing the initial two-well program. First oil from the Wilcox development is expected before yearend 2026. Monument is being developed through a two-well, 17-mile subsea tieback to the Beacon-operated Shenandoah floating production system, which was designed as a regional host platform for developments in the northwestern Walker Ridge area, including Shenandoah, Monument, and Shenandoah South fields. Partners are Navitas Petroleum and Talos Energy Inc. At Zephyrus in Mississippi Canyon Block 759, production from the Zephyrus #2 well began in late April after the well was completed in first-quarter 2026. The well is producing from Miocene sands.  Combined with Zephyrus #1, which started production in late 2025, the field is expected to reach peak production of more than 20,000 boe/d. The Zephyrus development is tied back to the Shell plc-operated West Boreas subsea infrastructure, with production processed on the Olympus tension-leg platform in the Mars corridor. Partners are Houston Energy, HEQ II, Red Willow Offshore, Westlawn Americas Offshore, and Murphy Exploration & Production.

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Greece approves Chevron’s farm-in for offshore Block 10

Greece approved Chevron Corp.’s farm-in to offshore Block 10, clearing the way for the US major to complete its acquisition of a 70% interest and operatorship from HELLENiQ Energy. Greece’s Ministry of Environment and Energy and the Hellenic Hydrocarbon and Energy Resources Management Co. (HHRE) said June 15 that all administrative approvals have been completed for the transfer of the interest and operatorship. Chevron and HELLENiQ submitted the request for approval May 28. The companies also requested a 15-month extension of the second exploration phase for the block, which lies offshore the Kyparissia Gulf in the southern Ionian Sea. Following completion of the transfer, Chevron will hold a 70% interest and serve as operator, while HELLENiQ will retain the remaining 30%. Geological, geophysical, and environmental studies have been completed on the concession, including acquisition of 1,210 km of 2D seismic data in 2022 followed by 2,416 sq km of 3D seismic covering 88% of the block. The partners will use the seismic data to evaluate potential drilling targets before deciding whether to proceed to a third exploration phase, which includes an exploratory well. Chevron and HELLENiQ are already partners in four offshore concessions south of Crete and the Peloponnese, making Block 10 their fifth joint offshore license in Greece. Chevron said the agreement advances its strategy of expanding its exploration portfolio in the Eastern Mediterranean. Greek officials said the investment reflects confidence in the country’s offshore licensing framework and supports its long-term goal of strengthening Greece’s role in regional energy supply if exploration proves successful.

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Qualcomm’s $3.9 billion purchase of Modular aims to change the data center dynamic

“Nvidia has something like 85% of the AI accelerator chip market,” he pointed out. “Sure, they have nowhere to go but down, but that’s still going to take them a while. More importantly, they have literally spent decades working with practitioners in AI and ML and compute-intensive fields, indoctrinating them into their CUDA software ecosystem. Rewriting that tool chain will take institutional change at most organizations, which means years, if not decades, to uncouple.” “Organizations that think they’ve achieved agnosticism because they’re using high-level abstractions like PyTorch, well,  they have come closest,” he observed. “But just cutting and pasting the same code into AMD Instinct can lead to memory and dependency errors. It’s like VM lift and shifts to the public cloud 10 years ago. Easier, but still possible to screw up.” Nonetheless, Annand said that the deal, if it goes through, is still good news for enterprises. 

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KKR Bets Big on AI Infrastructure With Helix Launch, Tapping Former AWS CEO Adam Selipsky to Build a New Hyperscale Model

To close industry watchers, it’s really no secret that the AI infrastructure race has entered another phase; one where capital formation itself may become as strategically important as GPUs, power procurement, or liquid cooling. And in launching Helix Digital Infrastructure, investment giant KKR is making a calculated wager that hyperscalers no longer simply need developers or financiers. They need a partner capable of orchestrating capital, energy, connectivity, and data center execution as a unified platform. The significance of that strategy is underscored by the executive chosen to lead it. Adam Selipsky, the former CEO of Amazon Web Services and one of the industry’s most experienced cloud operators, will serve as Co-Founder and CEO of Helix, bringing firsthand experience from the very class of customers the new venture intends to serve. A New Model for AI Infrastructure Helix launches with more than $10 billion in long-duration committed capital from founding investors including KKR, the Kuwait Investment Authority (KIA), NVIDIA, and Vistra. But the headline number tells only part of the story. The company has been structured around an increasingly important thesis: that AI infrastructure can no longer be assembled piecemeal. Rather than treating data centers, electrical supply, transmission capacity, and fiber connectivity as separate procurement exercises, Helix proposes a vertically coordinated approach in which a single organization manages and finances the entire infrastructure stack. According to KKR, the objective is to reduce execution risk and accelerate deployment for hyperscale customers facing unprecedented AI demand. As AI factories grow from hundreds of megawatts toward gigawatt-scale campuses, synchronization among land acquisition, utility planning, financing, construction, and technology deployment has emerged as one of the industry’s defining challenges. Helix is effectively positioning itself as an operating platform designed to simplify that complexity. Why Selipsky Matters The appointment of Adam Selipsky may be the announcement’s

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Beyond Hyperscale: Why Enterprise Data Centers Still Matter in the AI Era

“The enterprise data centers, even the new ones, tend to be far, far smaller than new hyperscale deployments,” Killian said. “Not uncommon to see enterprises deploy a quarter meg or one meg or two, maybe up to 10 megs. Whereas the hyperscale guys are deploying 40 up to 300 meg facilities.” But scale alone does not tell the story. For every one of the roughly 20 hyperscale users that dominate headlines, Killian noted, there may be 50 to 100 times as many large and mid-sized enterprise users. Those companies run critical business systems, purchase hardware, software, telecom and services, employ large data center teams, and often operate multiple facilities across domestic, edge, EMEA and Asia-Pacific footprints. In other words, enterprise demand may be smaller in unit size, but it remains massive in aggregate. And as AI shifts from training to inference, the enterprise data center could become newly strategic. Enterprise AI Is Not Hyperscale AI Killian’s central point is that enterprise infrastructure requirements differ materially from hyperscale requirements. Hyperscalers are primarily optimizing for massive scale and speed to market. Enterprises, by contrast, tend to prioritize reliability, flexibility, integration into broader IT systems, and audit and compliance. That difference has major implications for developers and colocation providers. “The real industry opportunity is to take some of the innovation and the economies of scale that we’re seeing from the hyperscale builds to deliver smaller chunks of data center capacity,” Killian said. That might mean adapting lessons from 40 MW or 100 MW campuses into enterprise-ready deployments of 2 MW, 4 MW or 8 MW. Killian pointed to providers such as DataBank and Flexential as examples of companies working to deliver hyperscale-derived efficiencies in smaller enterprise increments. He also noted that QTS and other large campus developers may reserve portions of multi-building campuses

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Revolutionizing Data Center Cooling: Innovations for AI and HPC Growth

This is a crucial point for AI infrastructure. In some markets, water can be as politically and operationally difficult as power. Evaporative cooling and cooling towers can consume large volumes of water, while discharge permits can slow projects or limit operations. Gradiant claims HyperSolved can expand access to alternative sources such as municipal reuse and impaired supplies, reduce reliance on freshwater, protect cooling performance through integrated treatment and AI-enabled operations, and minimize discharge through high-recovery concentration and reuse. The platform uses containerized systems for immediate or temporary capacity while also supporting permanent infrastructure and lifecycle operations from commissioning onward. That fits the AI data center buildout, where developers may need bridge capacity during construction, phased water infrastructure, or interim systems while permanent treatment plants are completed. This can address the speed of deployment issue that plagues many data center solutions. Water is becoming a siting and scaling variable that has to be addressed. A site may have land and power prospects, but if water sourcing, reuse, or discharge cannot be solved, the project will face higher costs, delays, and local opposition. Gradiant is positioning itself as the managed water layer for hyperscale AI, similar to how power providers, cooling vendors, and network suppliers each own critical infrastructure domains. The Pattern: Hybridization, Standardization, and Industrial Scale The announcements included here make it clear that cooling is seeing significant attention from technology vendors, and not just state-of-the-art new technologies such as direct-to-chip, but also traditional data center air cooling. T-Global and SiPearl are working on high-conductivity materials and two-phase modules for HPC chips. Castrol is providing fluids for direct-to-chip and immersion environments. These are technologies aimed at the heat source itself, where higher chip power and rack density are overwhelming conventional approaches. The reference design offerings from Johnson Controls acknowledges the importance

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Building the AI Factory: Power, Cooling, and Execution at Scale Meets the Deployment Reality Gap – Q2 Executive Roundtable

At Data Center Frontier, we rely on industry leaders not only to help us understand the most urgent challenges reshaping digital infrastructure, but also to illuminate the broader technological, operational, and market forces driving the industry’s evolution. And in the Second Quarter of 2026, those challenges increasingly revolve around a fundamental shift in emphasis: the industry is moving beyond discussing AI infrastructure in theory and into the far more demanding work of deploying, operating, and scaling it in production.  The era when hyperscale announcements and GPU roadmaps dominated the conversation is giving way to one defined by execution; where power availability, thermal management, construction schedules, supply chains, and operational discipline determine whether ambitious plans become functioning AI factories. That transition is exposing new realities. Rack densities continue to climb, liquid cooling is becoming mainstream, electrical architectures are evolving, and project timelines are compressing even as capital commitments reach unprecedented levels.  Success increasingly depends not on optimizing individual systems in isolation but on orchestrating tightly integrated environments where compute, power, cooling, networking, and facility operations function as a unified whole. At the same time, moving from pilot deployments to industrial-scale AI infrastructure introduces an entirely different class of challenges around reliability, maintainability, commissioning, and repeatable execution. For our Q2 Executive Roundtable, we brought together senior leaders whose expertise spans AI infrastructure design, mission-critical deployment, advanced thermal management, and engineering innovation to examine where the industry stands today, and what it will take to bridge the gap between AI ambition and AI deployment at scale. Drawing on perspectives from hyperscale execution, liquid cooling, and next-generation power and facility engineering, their insights explore the practical realities of building the AI factory at industrial scale.

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Upscale AI readies Skyhammer scale-up networking tech, raises new funding

Khemani said that unlike commodity data center chips repurposed for AI, Skyhammer is being developed specifically for AI scale‑up use cases and is tightly coupled to Upscale’s broader full‑stack strategy, which spans silicon, systems and software. Khemani declined to share detailed timelines, but he said Upscale expects to reveal product details on Skyhammer later this year, with actual deployment synced to when GPU and XPU vendors are ready. “The Skyhammer product doesn’t work by itself,” he explained. “It works in conjunction with XPUs and GPUs, and so for us to be deployed, the XPUs and GPUs need to incorporate scale‑up capabilities to interoperate with us.” Nvidia, Spectrum X, and strategic capital Nvidia sits at the center of Upscale AI’s story, both as a technology partner and now as a strategic investor. 

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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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