Identifying viral vectors for efficacious gene therapy delivery via computational platform

Article

A novel computational platform identifies top-performing viral vectors that could deliver gene therapies to the retina with maximum efficiency and precision.

Identifying viral vectors for efficacious gene therapy delivery via computational platform

A novel computational platform developed by researchers from the University of Pittsburgh School of Medicine identifies top-performing viral vectors that could deliver gene therapies to the retina with maximum efficiency and precision.

According to the university, the technology, described in a paper published in the journal eLife, streamlines development of gene therapy approaches for the treatment of genetic blinding disorders. The approach saves precious time and resources by speeding up identification of suitable gene-carrying candidates able to deliver therapy to an affected part of the retina with astounding accuracy.

“Vision loss has a huge impact on quality of life. It has long been near the top of the greatest fears of people, alongside cancer and Alzheimer’s disease,” senior author McGowan Institute for Regenerative Medicine affiliated faculty member Dr Leah Byrne, PhD, an assistant professor of ophthalmology at Pitt, said in the university's news release. “But the field of vision restoration has entered a new era, where many patients have received effective treatment for the very first time. Because of that, the potential of our new platform is thrilling—it will allow us to translate emergent therapies that are already working for some patients into the clinic much more rapidly.”

McGowan Institute affiliated faculty member Dr José-Alain Sahel chairman and distinguished professor of the Department of Ophthalmology at the University of Pittsburgh School of Medicine, director of the UPMC Eye Centre, and the Eye and Ear Foundation Endowed Chair of Ophthalmology, is a co-author on the study.

Even though blinding genetic disorders that affect the retina are considered rare, approximately 1 in every 3000 people worldwide carries one or more copies of broken genes that cause retinal degeneration and loss of vision, according to the university. For centuries, many people with inherited blindness were all but guaranteed to spend a portion of their lives in darkness.

Now, with several gene therapies already on the market in Europe and the U.S., and dozens more entering clinical trials, hope for people with inherited blindness is within reach, but a key obstacle remains: ensuring that vectors, or inactivated viruses carrying the therapeutic genetic code, enter the exact cells that scientists are targeting. The retina is composed of hundreds of millions of cells that are arranged into a series of layers, so precisely targeting the vector to a specific location within that universe is not a trivial task.

To approach the problem, researchers developed a computational platform called scAAVengr, which uses single-cell RNA sequencing to evaluate quickly and quantitatively—among dozens of options—which adeno-associated virus vector, or AAV, is best suited for the task of delivering a gene therapy to a specific part of the retina.

The traditional approach of evaluating AAVs is painstakingly slow, requiring several years and many experimental animals. It also is not very precise since it doesn’t directly measure if AAVs not only entered the cells but also delivered their gene therapy cargo.

The university noted that in contrast, scAAVengr uses single-cell RNA sequencing, which detects if the cargo arrives at its destination safely. And with scAAVengr, that process takes months, not years.

The platform’s uses aren’t just limited to the retina—the researchers showed that it works just as well for the identification of AAVs that target other tissues, including the brain, heart, and liver, according to the release.

“A rising tide lifts all boats, and we hope that this technology propels gene therapy treatments not just in the field of vision restoration but for other purposes,” Dr Byrne concluded. “Rapidly developing fields of gene editing and optogenetics all rely on efficient gene delivery, so the ability to quickly and strategically choose the delivery vectors would be an exciting leap forward.”

Newsletter

Join ophthalmologists across Europe—sign up for exclusive updates and innovations in surgical techniques and clinical care.

Recent Videos
Alfredo Sadun, MD, PhD, chief of Ophthalmology at the Doheny Eye Institute, University of California Los Angeles, shared exciting new research with the Eye Care Network during the Association for Research in Vision and Ophthalmology (ARVO) meeting on the subject of Leber hereditary optic neuropathy (LHON).
At this year's Association for Research in Vision and Ophthalmology (ARVO) meeting in Salt Lake City, Utah, Nitish Mehta, MD, shared highlights from his research documenting real-world results of aflibercept 8 mg for patients with diabetic macular oedema.
ARVO 2025: Anat Loewenstein, MD, shares data from herself and her colleagues on meeting needs of patients with diabetic retinopathy
At the American Society of Cataract and Refractive Surgeons annual meeting, Sheng Lim, MD, FRCOphth discusses the benefit of endoscopic cyclophotocoagulation for patients with primary open angle glaucoma and cataracts in the CONCEPT study
A photo of Seville, Spain, with the Congress on Controversies in Ophthalmology logo superimposed on it. Image credit: ©francovolpato – stock.adobe.com; logo courtesy COPHy
Anat Loewenstein, MD, Professor and Director, Department of Ophthalmology, Tel Aviv Medical Center, discusses the Congress on Controversies in Ophthalmology (COPHy)
(Image credit: Ophthalmology Times Europe) AGS 2025: Clemens Strohmaier, PhD, on improving aqueous humour outflow following excimer laser trabeculostomy
3 experts are featured in this series.
Anat Loewenstein, MD, speaks about the 22nd Annual Angiogenesis, Exudation, and Degeneration Meeting in February 2025 and shares her global forecast for AI-driven home OCT
3 experts are featured in this series.
© 2025 MJH Life Sciences

All rights reserved.