Houston health tech co. lands NIH grant for AI cancer prediction tool

fresh funding

CellChorus has landed its latest SBIR award. Photo via Getty Images

Houston-based CellChorus and Stanford Medicine were recently awarded a Phase I Small Business Innovation Research grant for the company's AI platform to test how certain cancer patients will respond to therapies.

The funding comes from the National Cancer Institute of the National Institutes of Health. According to a filing, the grant totaled just under $400,000.

CellChorus, which spun out from the University of Houston’s Technology Bridge, has developed TIMING (Time-lapse Imaging Microscopy In Nanowell Grids), which analyzes the behavior of thousands of individual immune cells over time and can identify early indicators of treatment success or failure.

The company will work with Stanford's Dr. David Miklos and Dr. Saurabh Dahiya, who have built the Bone Marrow Transplantation and Cell Therapy Biobank. The biobank manages and stores biological samples from patients treated at their clinic and in clinical trials.

"Predicting which patients will achieve durable responses after CAR-T therapy remains one of the most important challenges in the field,” Miklos said in a news release. “We aim to uncover functional cellular signatures that can guide treatment decisions and improve patient outcomes.”

The project will specifically profile cells from patients with relapsed/refractory large B-cell lymphoma (r/rLBCL). According to CellChorus, only about half of r/rLBCL patients who receive CAR-T therapy "achieve a durable, long-term remission." Others do not respond to therapy or experience relapse.

“The sooner we know whether a cancer therapy is working, the better. To maximize patient benefit, we need technology that can provide a robust and early prediction of response to therapy. The technology needs to be scalable, cost-efficient, and capable of rapid turnaround times,” Rebecca Berdeaux, chief scientific officer of CellChorus, added in the release. “We are excited to work with Drs. David Miklos and Saurabh Dahiya and their colleagues on this very important project.”

CellChorus has previously received SBIR grants from federal agencies, including a $2.5 million award in 2024 from its National Center for Advancing Translational Sciences (NCATS) and a $2.3 million SBIR Fast-Track award from the National Institute of General Medical Sciences in 2023.

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UTHealth Houston has secured millions in grant funding — plus has reached a new milestone for one of its projects. Photo via utsystem.edu

Houston health care leader secures funding, milestones for latest initiatives across cancer, stroke, and more

news roundup

UTHealth Houston is making waves in many disciplines right now. From cancer to Alzheimer’s disease to stroke, the institution is improving outcomes for patients in new ways. Last week, UTHealth announced three exciting updates to its roster of accomplishments.

On October 8, UTHealth announced that it had received a $4.8 million grant from the National Cancer Institute, aimed at helping cancer survivors to continue their healing and enhancing primary care capacity. It will be put into action by UTHealth researchers working with eight community health centers around Texas that treat un- and underinsured patients. The initiative is called Project CASCADE, which stands for Community and Academic Synergy for Cancer Survivorship Care Delivery Enhancement.

“Project CASCADE focuses on how primary healthcare teams provide whole-person and coordinated care to underserved patients who have a history of cancer,” says Bijal Balasubramanian, professor of epidemiology and the Rockwell Distinguished Chair in Society and Health at UTHealth Houston School of Public Health, a multiple principal investigator of the study. “Primary care is uniquely suited to deliver whole-person and coordinated care for cancer survivors because, at its core, it prioritizes, personalizes and integrates healthcare for all conditions, not just the cancer.”

She continued by adding that 70 percent of cancer survivors live with other chronic conditions. The study will help by taking a holistic approach, rather than relegating people’s care to many different teams. Project CASCADE is one of only four National Cancer Institute-funded U01 grants that have been awarded to applicants focused on primary care for cancer survivors.

“Community health centers are the primary-care homes for patients who are underinsured or uninsured. In collaboration with community health center clinics, this study will develop a model of cancer survivorship care that can be disseminated and scaled up to be used across other health systems in Texas,” Balasubramanian says.

The intervention will use a designated care coordinator champion to oversee every aspect of patients’ health journey. Project ECHO will provide a backbone for treatment. That’s a telementoring strategy that improves primary care clinicians’ knowledge about post-cancer care, recognition and management of the effects of cancer and its treatments, and communication between oncologists and the primary care team. Project CASCADE is also a partnership between The University of Texas System institutions, including UT Southwestern Medical Center and The University of Texas MD Anderson Cancer Center.

The previous week, UTHealth made history by performing the first infusion in Houston of a newly FDA-approved drug, Kisunla, for the treatment of early symptomatic Alzheimer’s disease. The lucky recipient was 79-year-old Terrie Frankel. Though Kisunla is not a cure for Alzheimer’s, it has been noted to slow progress when administered early in the disease’s encroachment.

“Mrs. Frankel is the ideal patient for this treatment,” her doctor, David Hunter says. “We want to see patients as soon as they, or their family, notice the slightest trace of forgetfulness. The earlier the patient is in their Alzheimer’s disease, the more they benefit from treatments like Kisunla.”

UTHealth was one of the sites in the trial that charted the fact that Kisunla reduced amyloid plaques on average by 84 percent at 10 months after infusion. Frankel will receive her infusions monthly for the next 18 months, and her doctors will keep tabs on her progress with PET scans and use MRIs to scan for possible side effects. Next year, researchers will begin recruiting participants over the age of 55 with a family history of dementia, but no memory loss themselves, for a new trial, one of several currently working against Alzheimer’s that are taking place at UTHealth.

Stroke is no less of a worry to many patients. Last week, UTHealth received another grant that will improve the odds for patients who have had a stroke with the successful re-opening of a blocked vessel through endovascular surgery. The $2.5 million grant from the National Institute of Neurological Disorders and Stroke, part of the National Institutes of Health, will fund a five-year study that will include the creation of a machine-learning program that will be able to predict which stroke patients with large blood vessel blockages will benefit most from endovascular therapy.

The investigators will form a database of imaging and outcomes of patients whose blockages were successfully opened, called reperfusion, from three U.S. hospitals. This will allow them to identify clinical and imaging-based predictors of damage in the brain after reperfusion. From there, the deep-learning model will help clinicians to know which patients might go against the tenet that the sooner you treat a patient, the better.

“This is shaking our core of deciding who we treat, and when, and how, but also, how we are evaluating them? Our current methods of determining benefit with imaging are not good enough,” says principal investigator and associate professor in the Department of Neurology at McGovern Medical School at UTHealth Houston, Sunil Sheth.

And this is just some of the groundbreaking work taking place at UTHealth each day.

A team of researchers out of the University of Houston has secured funding to continue research on aggressive stomach and esophageal cancers. Photo via Getty Images

UH team lands $4.7M grant for discovery linking origins of two aggressive cancers

funds granted

Frank McKeon, professor of biology and biochemistry and director of the Somatic Stem Cell Center at the University of Houston, will lead a new five-year $4.7 million grant from the National Cancer Institute to advance important findings about aggressive stomach and esophageal cancers.

McKeon and a team of researchers have already uncovered a surprising finding about two types of cancers: stomach and esophagus esophageal adenocarcinoma (EAC) and intestinal gastric cancer (iGC). According to their research, the two cancers have identical precursor stem cells or "cells of origin."

The cells are highly susceptible to mutations, which can cause them to develop into cancerous lesions.

Currently, patients who present these types of lesions struggle with an advanced disease with a low survival rate, according to a statement from UH.

"We anticipate that the identification of these cells will enable drug discovery to pre-empt these cancers at their site of origin,” McKeon said in a statement.

Uncovering this information about the cancers' cells of origin also helps researchers group EAC and iGC as a cluster distinct from other gastric and esophageal cancers.

McKeon will be joined on the project by Wa Xian, research associate professor of biology and biochemistry at UH, and Dr. Jaffer Ajani of MD Anderson Cancer Center.

Xian is an expert in stem cell cloning. The team aims to clone the EAC and iGC precursor legions to better understand the evolution of the cancers as part of their research.

"We anticipate that our studies will provide new insights into the biology and origin of these remarkably similar and widespread cancers, provide datasets essential for prospective early detection screens and yield highly selective therapeutics that eliminate the nascent lesions essential for the evolution of these cancers,” McKeon added in the statement.

Other UH researchers have received major grants for cancer-fighting innovations in recent months. Shaun Zhang, director of the Center for Nuclear Receptors and Cell Signaling at the University of Houston and a M.D. Anderson professor in the Department of Biology & Biochemistry, received a $1.8 million grant from the National Institutes of Health to develop a cancer-fighting virus in July.

The nonprofit Cancer Prevention & Research Institute of Texas (CPRIT) also shelled out nearly $22 million in grants to successfully lure nine high-profile cancer researchers to Houston late last year.

Wa Xian (left) research associate professor of biology and biochemistry, with Frank McKeon, professor of biology and biochemistry and director of the Somatic Stem Cell Center at UH. Photo via UH.edu

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10+ can't-miss Houston business and innovation events for September

where to be

The energy transition and AI will be the talk of this town this month, thanks to a packed calendar of Houston events. September brings the return of Houston Energy and Climate Startup Week and some of its signature anchor events, plus AI conferences and talks exploring how the technology is impacting everything from healthcare to leadership. Here’s what not to miss and how to register. Please note: this article may be updated to add more events.


Sept. 3 — Entrepreneurship Roundtable with Open

Open Houston and the Ion present this roundtable event to bring together founders, builders, and innovators at various stages of venture development. This month's session will feature Faisal Bhutto, president and CEO of Houston-based AI and tech consulting firm Alykas.

This event is Thursday, Sept. 3, from 10-11:30 a.m. at the Ion. An optional lunch ticket is available for purchase. Register here.

Sept. 3 — AI Operator Spotlight: Houston’s Top AI Leaders Open Their Playbooks

The Houston AI Club, Allenix, the Ion District and Collide are bringing together industry leaders to share their expertise and first-hand experiences building AI companies. The event will feature a panel with Chuck Yates, co-founder of Collide, and Charles Jessup, senior manager of AI fluency at Raytheon, plus an open networking session.

This event is Thursday, Sept. 3, from 5:30-8 p.m. at the Ion. Register here.

Sept. 8 — The Technology Leadership Advantage Series – For CEOs, VCs and PE Firms

Ram Prasad, CEO of Houston-based IT consulting firm Delence, will explore the role of leadership in turning AI investments into business value during the latest installment of this series at the Ion. The event will explore why AI strategies often fail before the technology does and how companies should approach AI ownership, governance, investment and accountability.

This event is Tuesday, Sept. 8, from noon-1 p.m. at the Ion. Register here.

Sept. 14–18 — Houston Energy and Climate Startup Week

Houston Energy and Climate Startup Week returns for its third year, with panels, happy hours and pitch days focused on the energy transition. See the schedule of events here. The week will begin with a kickoff block party and open house at the Ion.

This event starts Monday, Sept. 14. The Ion District will host many of the week's events. Find more information here.

Sept. 15 — Meet the Activate Houston Cohort 2026 Fellows

Meet Activate's latest cohort, which was named this summer, and learn more about their hardtech and climate-focused solutions. Also meet founders from the organization’s 2025 cohort during Houston Energy and Climate Startup Week.

This event is Tuesday, Sept. 15, from 5-7 p.m. at the Ion. Register here.

Sept. 15 – Cypher Pilotathon and Startup Showcase

Grab coffee and take in keynotes and panels featuring leaders from Amperon, Aramco Ventures, New Climate Ventures, Syzygy Plasmonics and many others during this signature event, this year under the theme “The NEW Energy Industrial Revolution.” After lunch, hear pitches from 31 ventures during the Pilotathon. This year's event will also feature a startup showcase with interactive booths where attendees can meet founders and see demonstrations, plus an industry hub where corporates and investors can engage with emerging technologies and identify the pilots they want to move forward with.

This event is Tuesday, Sept. 15, from 9 a.m.-5 p.m. at POST Houston. Get tickets here.

Sept. 15-17 — The AI in Health Conference

Rice University's Ken Kennedy Institute will present this future-focused event, aimed at bridging the gap between artificial intelligence and real-world health outcomes. The event will feature panels with leaders from institutions and companies from around the world, plus technical talks, poster presentations and networking receptions.

This event begins Tuesday, Sept. 15 at 8 a.m. at the BRC at Rice University. Register here.

Sept. 16 — Greentown Labs Climatech Summit

Entrepreneurs, investors, corporate leaders, policymakers and philanthropists will head to Houston this month for the annual Greentown Climatetech Summit. Hear from Greentown CEO Georgina Campbell Flatter and keynote speaker Tim Latimer, CEO and co-founder of Houston geothermal unicorn Fervo Energy, plus numerous other engaging panels at the Ion. Then head to Greentown Labs for an open house and startup showcase, where attendees can meet some of the climatech incubators' members, before taking in the startup pitch competition followed by happy hour over at the Continental Club.

This event is Wednesday, Sept. 16, from 8 a.m.–9 p.m. at multiple locations. Register here.

Sept. 18 — Rice Alliance Energy Tech Venture Forum

Hear from clean energy startups from around the world at the 23rd annual Energy Tech Venture Forum. In addition to the pitches, this event will also host keynotes from Sean Maher, chief economist at Phillips 66, and Ira Ehrenpreis, founder and managing partner of DBL Partner. Panels will focus on technologies, infrastructure and commercialization strategies needed to deploy breakthrough innovations at scale. Following the event, the Rice Alliance will also name its annual “Most Promising” startup.

This event is Thursday, Sept. 17, from 7:30 a.m.-5 p.m. at Rice University’s Jones Graduate School of Business. Register here.

Sept. 23 – Houston Methodist Innovation Discussion

Houston Methodist presents its latest Innovation Discussion this month for the Houston health IT community. This month's event will feature Dr. Jordan Dale, chief medical information officer and chief health AI officer at Houston Methodist, and Ginny Torno, executive director of innovation and IT clinical, ancillary and research systems for Houston Methodist. The two will share insights into Houston Methodist’s innovation strategy and approach to scaling new ideas, plus real-world lessons on AI adoption and more.

This event is Wednesday, Sept. 23, from 5:30-7 p.m. at the Ion. Register here.

Sept. 23 — UH Energy Career Fair

Find your next job or team member at UH's energy-focused career fair. The event will feature companies from the fossil fuels, electrical power, nuclear power and renewables industries; plus nonprofits, governmental agencies and startups. And though the event is geared toward business, engineering, technology and science majors, it is open to students of all majors.

This event is Wednesday, Sept. 23, from 11 a.m.-2 p.m. at the UH Student Center. Find more information here.

Sept. 30 — First Principles Tech Talk: From Orbit to the Lunar Surface

Head to the Ion for the first-ever First Principles Tech Talk. This event will feature short talks and moderated discussions geared toward founders, engineers and operators in the commercial space industry. The inaugural event will feature Megan Ortiz and Zach Paugh from Houston-based Axiom Space.

This event is Wednesday, Sept. 30, from 5-7 p.m. at the Ion. Register here.

Momentum is where Houston founders go to break $1 million — apply by Sept. 30

Inside EO

Houston loves a startup story. The harder story, the one that decides whether a company becomes an employer, a brand, and a fixture of the city, is what happens after the start. Most businesses that survive their early years still never cross $1 million in revenue. Fewer than 5 percent ever do. The rest get stuck in the messy middle, somewhere between $250,000 and $1 million, where the owner is still the salesperson, the product, and the back office all at once, and nothing runs without them.

Momentum, the accelerator run by EO Houston, exists for exactly that stage. It is a yearly accelerator for owners and co-founders between $250,000 and $1 million in revenue who are ready to push past seven figures, built around eight months of classes a year and a confidential monthly Forum. Members are invited to go through it for two years: the first pass to build the systems, the second to run them at a higher level, with a new lens and alongside a new cohort.

The next cohort launches in October, with applications open now at eohouston.com/momentum until September 30. Here is the case the chapter makes for joining, point by point.

A curriculum built by operators, not consultants

Momentum's curriculum was built by two operators. Al Danto, an EO Houston founding member who built and exited his own company, is now a Partner at Exit Advisors and a Senior Lecturer in Entrepreneurship at Rice University. He built the curriculum alongside Jacky Fischer, the owner of Houston's 3 Men Movers, who brought a working owner's eye, not an academic one, to how the program is structured. The material covers what actually decides whether a company scales: building systems, hiring and leading a team, and turning an annual vision into 90-day commitments with clear owners.

“Everything in this curriculum got tested inside a real company, either mine or one run by the people who shaped it. If a tool did not survive contact with a real business, it did not make the cut," Danto says.

Momentum is an independent program of EO Houston and requires no university affiliation; faculty and alumni participate as instructors and coaches in their individual capacities. What carries over is the standard: real experience over theory.

EO Houston Momentum classroom A Momentum class in session. Photo courtesy of EO Houston

Entrepreneurs teaching entrepreneurs since 1987

Momentum works because of what sits behind it. The Entrepreneurs' Organization was founded in 1987 on a simple idea: business owners grow fastest alongside peers who have already been where they are going. Today, EO is a global, peer-to-peer network spanning 200+ chapters in over 80 countries, and it runs on a practice called Forum, a small, confidential group of six to 10 fellow owners who meet monthly. Forum members do not give advice. They share experience: what actually happened when they faced the same hire, the same cash crunch, the same decision. Ask EO members anywhere in the world and most will call Forum the single most valuable thing they belong to. Every Momentum member sits in one.

Built for scaling small businesses, not launching startups

Houston's accelerator landscape mostly serves the very early stage: the idea, the pitch deck, the startup swinging for a billion-dollar outcome. Momentum sits in the gap those programs leave behind. It is built for regular companies that are already real, with revenue, payroll, and customers, and an owner who needs help scaling what works into a business that matures. That focus is the point: EO Houston is the place a small business goes to get help growing.

The price is different too. Accelerators usually charge in ownership, a stake in the company in exchange for the program. Momentum takes none. EO Houston is a nonprofit, and the program runs on dues of $3,500 for the year. The outcome the chapter is after is simple: more Houston businesses crossing $1 million, still fully owned by the people who built them.

An on-ramp into Houston's most established founder community

EO Houston counts more than 200 member businesses, every one run by an owner who has already scaled past $1 million, with 75+ chapter events a year. Momentum members plug into that community from day one: the classes, their own Forum, the annual gala, the retreats, the socials. Two years around people who have already done the thing you are trying to do changes what you believe is normal. And when a Momentum member crosses $1 million, the on-ramp becomes a doorway: graduates step into EO Houston membership itself and the global network behind it. The program's full story and curriculum live at eomomentum.com.

Avneesh Oberoi, founder of Oberoi Investments and The DoughCone, walked that path, finishing the program and joining EO Houston in July 2026.

“I truly can say that the experience for the last two years has been life-changing and so memorable… I am also so filled with gratitude to have met so many people open to sharing their experiences and time. It’s made such a difference in how I think, operate, and spend my time and resources," Oberoi says. "I joined with the goal of taking my business I started personally, The DoughCone, and figuring out how to optimize the business and maximize revenue, while navigating a board seat and ownership in a much larger family business on its third generation of ownership… and EO has given me so many tools and experience shares and perspectives I’ve been able to take to both businesses. The growth has been unreal.”

The door swings both ways. EO Houston is opening Momentum to its own members too, owners whose companies average $3 million to $5 million in sales, because the chapter believes the same curriculum and Forum that carry a founder to $1 million keep working well past it.

Sarah Seitz shows how the pieces connect. A former teacher, she founded The Enrichery, a Houston education company offering academic coaching, test prep, and college counseling that has grown to locations across the city. She completed the Goldman Sachs 10,000 Small Businesses program, then joined EO Houston to keep growing. This year, a year after joining, The Enrichery made the Inc. 5000 list of America's fastest-growing private companies. She coached Momentum through its first year, and has since moved from coaching into leadership, helping shape the program's growth from its board.

For owners finishing a program like 10,000 Small Businesses who are not yet at $1 million, Momentum is where the coaching and community continue until they qualify for EO.

Apply by September 30

Momentum's next cohort begins in October 2026, and applications close September 30. The program is for owners and co-founders of Houston businesses doing more than $250,000 a year who are ready to build past $1 million, and now for EO Houston members ready to keep growing. The full curriculum, dues, dates, and FAQ are on the application page. Apply by September 30 at eohouston.com/momentum.

Fewer than 5 percent of businesses make it past $1 million, and there is nothing inevitable about which 5 percent. Houston has the founders. Momentum exists to give them the systems and the peers.

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EO Houston is the Houston chapter of the Entrepreneurs' Organization, a global peer-to-peer network of business owners founded in 1987, with more than 200 member businesses and 75+ chapter events a year. Momentum is an independent program of EO Houston. Rice University faculty and alumni participate as instructors and coaches in their individual capacities.

Tesla proposes Houston-area solar plant & more top innovation headlines

Trending news

Editor's note: August proved to be a big month for innovation news in Houston, with big plans revealed by Tesla, the expansion of Apple's Houston footprint, and an update on the MD Anderson-anchored medical center planned for Austin. Below are the five most-read InnovationMap headlines published during the second half of August 2026:

Telsa targets Houston area for new $10 billion manufacturing plant

Electric vehicle and clean energy company Tesla is considering building a new $10.1 billion solar cell manufacturing facility in Fort Bend County, according to documents filed with the Texas Comptroller’s Office. If approved, the plant, called Project Sun City, would be located on a 3,050-acre site off FM 762 and FM 1994 in Richmond, Texas. Tesla aims to finish construction in 2028, with the plant being operational by early 2029. Continue reading.

$5B MD Anderson-anchored Austin medical center to break ground this fall

Construction on the $1 billion first phase of the AI-native University of Texas Dell Medical Center in Austin—which will feature a hospital operated by Houston’s UT MD Anderson Cancer Center—is set to start this fall. The UT System Board of Regents approved funding for first-phase construction on August 12. The medical center—now expected to cost $5 billion, up from the initial $2.9 billion estimate—will span about 2.5 million square feet. It will include 300 to 500 patient beds, outpatient facilities, an emergency department and specialized care for cancer patients. Continue reading.

Tech giant Apple opens Advanced Manufacturing Center at massive Houston facility

Cupertino, California-based Apple Inc. unveiled its Advanced Manufacturing Center in the Houston, marking the completion of the second of three facilities the tech giant plans to launch in the city by the end of this year. The 20,000-square-foot training center will welcome small- and medium-sized businesses for free training and educational sessions to "help accelerate smart manufacturing across America," according to Apple. Apple opened a similar Apple Manufacturing Academy in Detroit last year. Continue reading.

Intuitive Machines lands $600M satellite deal, NASA ‘spacecraft bus’ contract

Houston-based space infrastructure company Intuitive Machines has scored two astronomical deals. The deals add to the company’s soaring success. As of June 30, Intuitive Machines had a record-high $1.8 billion backlog of orders, a $1.5 billion increase from the end of last year. The current backlog includes orders for more than 80 spacecraft. The company, which went public in 2023, expects this year’s revenue to total $900 million to $1 billion. In the first half of 2026, Intuitive Machines generated nearly $393 million in revenue. Intuitive Machines estimates its total available market is valued at more than $150 billion. Continue reading.

Fast-growing Houston real estate startup surges to No. 7 on Inc. 5000

Houston-based Epique Realty has ridden the AI wave to rank among the Inc. 5000’s 10 fastest-growing private companies. With three-year revenue growth of 23,210 percent, the AI-powered real estate brokerage appears at No. 7 on this year’s Inc. 5000 list. Epique, founded in 2021, also ranks as the No. 1 fastest-growing company in Houston, No. 1 fastest-growing real estate company in the U.S., and No. 2 fastest-growing company in Texas. Continue reading.

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