These four medical research projects are ones to watch in Houston. Getty Images

Houston — home to one of the largest medical centers in the world — isn't a stranger when it comes to medical innovations and breakthrough research discoveries.

In the latest roundup of research innovations, four Houston institutions are working on innovative and — in some cases — life-saving research projects.

Houston Methodist study observes that strep throat germ is becoming resistant to antibiotics 

If the germ, group A streptococcus, continues to grow resistant to antibiotics, it can have a profoundly negative affect on the millions who get the illness annually. Photo via houstonmethodist.org

Researchers at Houston Methodist have discovered some troubling information about the strains of group A streptococcus that cause strep throat and a flesh-eating disease are becoming more resistant to beta-lactams antibiotics like penicillin.

James M. Musser is the lead author of the study and chair of Methodist's Department of Pathology and Genomic Medicine. The study — which received funding from grants from the Fondren Foundation, Houston Methodist Hospital and Houston Methodist Research Institute, and the National Institutes of Health — appeared in the Jan. 29 issue of the Journal of Clinical Microbiology, according to a news release.

"If this germ becomes truly resistant to these antibiotics, it would have a very serious impact on millions of children around the world," Musser says in the release. "That is a very concerning but plausible notion based on our findings. Development of resistance to beta-lactam antibiotics would have a major public health impact globally."

Musser and his team found 7,025 group A streptococcus strains that have been recorded around the world over the past several decades. Of those strains, 2 percent had gene mutations that raised the alarm for the researchers and, upon investigation, Musser's team came to the conclusion that antibiotic treatments can eventually be less effective — or even completely ineffective. This, Musser says, calls for an urgent need to develop a vaccine.

"We could be looking at a worldwide public health infectious disease problem," says Musser in the release. "When strep throat doesn't respond to frontline antibiotics such as penicillin, physicians must start prescribing second-line therapies, which may not be as effective against this organism."

University of Houston professor is searching for a way to stop persistent cells that cause chronic infections

University of Houston Professor Mehmet Orman is looking into cells that are able to persist and cause chronic illnesses. Photo via uh.edu

Mehmet Orman, assistant professor of chemical and biomolecular engineering at the University of Houston, is looking into a specific type of persister cells that have been found to be stubborn and drug-resistant.

The research, which is backed by a $1.9 million grant from the National Institute of Allergy and Infectious Diseases, could answer questions about chronic health issues like airway infections in cystic fibrosis patients, urinary tract infections, and tuberculosis, according to a news release.

"If we know how persister cells are formed, we can target their formation mechanisms to eliminate these dangerous cell types," says Orman in a news release.

Orman is looking into cells' self-digestion, or autophagy, process that is found to stimulate persister formation. Per the release, cells can survive periods of starvation by eating their own elements. Specifically, Orman will analyze self-digestion in E. coli.

"By integrating our expertise in bacterial cell biology with advanced current technologies, we aim to decipher the key components of this pathway to provide a clear and much-needed picture of bacterial self-digestion mechanisms," says Orman in the release.

Baylor College of Medicine is working to understand and prevent post-op kidney failure

operation

Some patients are predisposed to kidney injury following surgery, this study found. Photo via bcm.edu

Scientists at Baylor College of Medicine are looking into the lead cause of kidney failure in patients who undergo surgery. Individuals who have heightened levels of suPAR protein — soluble urokinase-type plasminogen activator receptor — have a greater risk of this post-op complication, according to a news release.

"suPAR is a circulating protein that is released by inflammatory cells in the bone marrow and produced by a number of cell/organs in the body," says Dr. David Sheikh-Hamad, professor of medicine – nephrology at Baylor College of Medicine and collaborating author of the study, in the release.

The study, which was published in The New England Journal of Medicine, conducted research on mice that were engineered to hive high suPAR levels in their blood. Compared to the control mice, the suPAR mice had more risk of kidney industry. These mice were given suPAR-blocking antibodies, which then helped reduce kidney injury.

"This protective strategy may be used in humans expressing high suPAR levels prior to contrast exposure, or surgery to decrease the likelihood of developing kidney failure," Sheikh-Hamad says in the release.

Rice University research finds expressing emotions during mourning is healthier

Christopher Fagundes of Rice University analyzed the emotions of 99 widows and widowers. Jeff Fitlow/Rice University

A new study done by researchers at Rice University finds that spouses that lose their husband or wife and try to suppress their grief are not doing themselves any favors. The study monitored 99 people who had recently lost a spouse, according to a news release.

"There has been work focused on the link between emotion regulation and health after romantic breakups, which shows that distracting oneself from thoughts of the loss may be helpful," says Christopher Fagundes, an associate professor of psychology and the principal investigator, in a news release. "However, the death of a spouse is a very different experience because neither person initiated the separation or can attempt to repair the relationship."

The study included asking participants to respond to how they felt about certain coping strategies, as well as blood tests to measure cytokines levels‚ an inflammatory marker.

"Bodily inflammation is linked to a host of negative health conditions, including serious cardiovascular issues like stroke and heart attack," Fagundes says in the release.

The research, which was funded by a grant from the National Heart, Lung, and Blood Institute, found that the participants who avoided their emotions suffered more of this bodily inflammation.

"The research also suggests that not all coping strategies are created equal, and that some strategies can backfire and have harmful effects, especially in populations experiencing particularly intense emotions in the face of significant life stressors, such as losing a loved one," adss Richard Lopez, an assistant professor of psychology at Bard College and lead author of the study, in the release.

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Houston startup debuts new drone for first responders

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Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

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More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.

XSpace adds 3 Houston partners to fuel national expansion

growth mode

Texas-based XSpace Group has brought onboard three partners from the Houston area to ramp up the company’s national expansion.

The new partners of XSpace, which sells high-end multi-use commercial condos, are KDW, Pyek Financial and Welcome Wilson Jr. Houston-based KDW is a design-build real estate developer, Katy-based Pyek offers fractional CFO services and Wilson is president and CEO of Welcome Group, a Houston real estate development firm.

“KDW has been shaping the commercial [real estate] landscape in Texas for years, and Pyek Financial brings deep expertise in scaling businesses and creating long‑term value,” says Byron Smith, founder of XSpace. “Their commitment to XSpace is a powerful endorsement of our model and momentum. With their resources, we’re accelerating our growth and building the foundation for nationwide expansion.”

The expansion effort will target high-growth markets, potentially including Nashville, Tennessee; Orlando, Florida; and Charlotte and Raleigh, North Carolina.

XSpace launched in Austin with a $20 million, 90,000-square-foot project featuring 106 condos. The company later added locations on Old Katy Road in Houston and at The Woodlands Town Center. A third Houston-area location is coming to the Design District.

XSpace condos range in size from 300 to 3,000 square feet. They can accommodate a variety of uses, such as a luxury-car storage space, a satellite office, or a podcasting studio.

“XSpace has tapped into a fundamental shift in how entrepreneurs and professionals want to use space,” Wilson says. “Houston is one of the best places in the country to innovate and build, and XSpace’s model is perfectly aligned with the needs of this fast‑growing, opportunity‑driven market.”