Tag Archives: Harshavardhan Deshmukh

Even a ‘good’ gene edit can go wrong

An October 24, 2022 news item on ScienceDaily highlights research into better understanding problems with ‘good’ CRISPR (clustered regularly interspaced short palindromic repeats) gene editing,

A Rice University lab is leading the effort to reveal potential threats to the efficacy and safety of therapies based on CRISPR-Cas9, the Nobel Prize-winning gene editing technique, even when it appears to be working as planned.

Bioengineer Gang Bao of Rice’s George R. Brown School of Engineering and his team point out in a paper published in Science Advances that while off-target edits to DNA have long been a cause for concern, unseen changes that accompany on-target edits also need to be recognized — and quantified.

Bao noted a 2018 Nature Biotechnology paper indicated the presence of large deletions. “That’s when we started looking into what we can do to quantify them, due to CRISPR-Cas9 systems designed for treating sickle cell disease,” he said.

An October 24, 2022 Rice University news release (also on EurekAlert), which originated the news item, details the concerns (Note: Links have been removed),

Bao has been a strong proponent of CRISPR-Cas9 as a tool to treat sickle cell disease, a quest that has brought him and his colleagues ever closer to a cure. Now the researchers fear that large deletions or other undetected changes due to gene editing could persist in stem cells as they divide and differentiate, thus have long-term implications for health.

“We do not have a good understanding of why a few thousand bases of DNA at the Cas9 cut site can go missing and the DNA double-strand breaks can still be rejoined efficiently,” Bao said. “That’s the first question, and we have some hypotheses. The second is, what are the biological consequences? Large deletions (LDs) can reach to nearby genes and disrupt the expression of both the target gene and the nearby genes. It is unclear if LDs could result in the expression of truncated proteins. 

“You could also have proteins that misfold, or proteins with an extra domain because of large insertions,” he said. “All kinds of things could happen, and the cells could die or have abnormal functions.”

His lab developed a procedure that uses single-molecule, real-time (SMRT) sequencing with dual unique molecular identifiers (UMI) to find and quantify unintended LDs along with large insertions and local chromosomal rearrangements that accompany small insertions/deletions (INDELs) at a Cas9 on-target cut site. 

“To quantify large gene modifications, we need to perform long-range PCR, but that could induce artifacts during DNA amplification,” Bao said. “So we used UMIs of 18 bases as a kind of barcode.”

“We add them to the DNA molecules we want to amplify to identify specific DNA molecules as a way to reduce or eliminate artifacts due to long-range PCR,” he said. “We also developed a bioinformatics pipeline to analyze SMRT sequencing data and quantified the LDs and large insertions.”

The Bao lab’s tool, called LongAmp-seq (for long-amplicon sequencing), accurately quantifies both small INDELs and large LDs. Unlike SMRT-seq, which requires the use of a long-read sequencer often only available at a core facility, LongAmp-seq can be performed using a short-read sequencer.

To test the strategy, the lab team led by Rice alumna Julie Park, now an assistant research professor of bioengineering, used Streptococcus pyogenes Cas9 to edit beta-globin (HBB), gamma-globin (HBG) and B-cell lymphoma/leukemia 11A (BCL11A) enhancers in hematopoietic stem and progenitor cells (HSPC) from patients with sickle cell disease, and the PD-1 gene in primary T-cells.  

They found large deletions of up to several thousand bases occurred at high frequency in HSPCs: up to 35.4% in HBB, 14.3% in HBG and 15.2% in BCL11A genes, as well as on the PD-1 (15.2%) gene in T-cells. 

Since two of the specific CRISPR guide RNAs tested by the Bao lab are being used in clinical trials to treat sickle cell disease, he said it’s important to determine the biological consequences of large gene modifications due to Cas9-induced double-strand breaks. 

Bao said the Rice team is currently looking downstream to analyze the consequences of long deletions on messenger RNA, the mediator that carries code for ribosomes to make proteins. “Then we’ll move on to the protein level,” Bao said. “We want to know if these large deletions and insertions persist after the gene-edited HSPCs are transplantation into mice and patients.”  

Co-authors of the study from Rice are graduate students Mingming Cao and Yilei Fu, alumni Yidan Pan and Timothy Davis, research specialist Lavanya Saxena, microscopist/bioinstrumentation specialist Harshavardhan Deshmukh and Todd Treangen, an assistant professor of computer science, and Emory University’s Vivien Sheehan, an associate professor of pediatrics. 

Bao is the department chair and Foyt Family Professor of Bioengineering, a professor of chemistry, materials science and nanoengineering, and mechanical engineering, and a CPRIT Scholar in Cancer Research.

The National Institutes of Health (R01HL152314, OT2HL154977) supported the research.

Here’s a link to and a citation for the latest paper,

Comprehensive analysis and accurate quantification of unintended large gene modifications induced by CRISPR-Cas9 gene editing by So Hyun Park, Mingming Cao, Yidan Pan, Timothy H. Davis, Lavanya Saxena, Harshavardhan Deshmukh, Yilei Fu, Todd Treangen, Vivien A. Sheehan, and Gang Bao. Science Advances Vol 8, Issue 42 DOI: 10.1126/sciadv.abo7676 First published online: 21 Oct 2022 Published in print: March 3, 2023

This paper is behind a paywall.

Lifesaving moths and nanomagnets

Rice University bioengineers use a magnetic field to activate nanoparticle-attached baculoviruses in a tissue. The viruses, which normally infect alfalfa looper moths, are modified to deliver gene-editing DNA code only to cells that are targeted with magnetic field-induced local transduction. Courtesy of the Laboratory of Biomolecular Engineering and Nanomedicine

Kudos to whomever put that diagram together! That’s a lot of well conveyed information.

Now for the details about how this technology might save lives. From a November 13, 2018 news item on Nanowerk,

A new technology that relies on a moth-infecting virus and nanomagnets could be used to edit defective genes that give rise to diseases like sickle cell, muscular dystrophy and cystic fibrosis.

Rice University bioengineer Gang Bao has combined magnetic nanoparticles with a viral container drawn from a particular species of moth to deliver CRISPR/Cas9 payloads that modify genes in a specific tissue or organ with spatial control.

A November 12, 2018 Rice University news release (also on EurekAlert published on November 13, 2018), which originated the news item, provides detail,

Because magnetic fields are simple to manipulate and, unlike light, pass easily through tissue, Bao and his colleagues want to use them to control the expression of viral payloads in target tissues by activating the virus that is otherwise inactivated in blood.

The research appears in Nature Biomedical Engineering. In nature, CRISPR/Cas9 bolsters microbes’ immune systems by recording the DNA of invaders. That gives microbes the ability to recognize and attack returning invaders, but scientists have been racing to adapt CRISPR/Cas9 to repair mutations that cause genetic diseases and to manipulate DNA in laboratory experiments.

CRISPR/Cas9 has the potential to halt hereditary disease – if scientists can get the genome-editing machinery to the right cells inside the body. But roadblocks remain, especially in delivering the gene-editing payloads with high efficiency.

Bao said it will be necessary to edit cells in the body to treat many diseases. “But efficiently delivering genome-editing machinery into target tissue in the body with spatial control remains a major challenge,” Bao said. “Even if you inject the viral vector locally, it can leak to other tissues and organs, and that could be dangerous.”

The delivery vehicle developed by Bao’s group is based on a virus that infects Autographa californica, aka the alfalfa looper, a moth native to North America. The cylindrical baculovirus vector (BV), the payload-carrying part of the virus, is considered large at up to 60 nanometers in diameter and 200-300 nanometers in length. That’s big enough to transport more than 38,000 base pairs of DNA, which is enough to supply multiple gene-editing units to a target cell, Bao said.

He said the inspiration to combine BV and magnetic nanoparticles came from discussions with Rice postdoctoral researcher and co-lead author Haibao Zhu, who learned about the virus during a postdoctoral stint in Singapore but knew nothing about magnetic nanoparticles until he joined the Bao lab. The Rice team had previous experience using iron oxide nanoparticles and an applied magnetic field to open blood vessel walls just enough to let large-molecule drugs pass through.

“We really didn’t know if this would work for gene editing or not, but we thought, ‘worth a shot,'” Bao said.

The researchers use the magnetic nanoparticles to activate BV and deliver gene-editing payloads only where they’re needed. To do this, they take advantage of an immune-system protein called C3 that normally inactivates baculoviruses.

“If we combine BV with magnetic nanoparticles, we can overcome this deactivation by applying the magnetic field,” Bao said. “The beauty is that when we deliver it, gene editing occurs only at the tissue, or the part of the tissue, where we apply the magnetic field.”

Application of the magnetic field allows BV transduction, the payload-delivery process that introduces gene-editing cargo into the target cell. The payload is also DNA, which encodes both a reporter gene and the CRISPR/Cas9 system.

In tests, the BV was loaded with green fluorescent proteins or firefly luciferase. Cells with the protein glowed brightly under a microscope, and experiments showed the magnets were highly effective at targeted delivery of BV cargoes in both cell cultures and lab animals.

Bao noted his and other labs are working on the delivery of CRISPR/Cas9 with adeno-associated viruses (AAV), but he said BV’s capacity for therapeutic cargo is roughly eight times larger. “However, it is necessary to make BV transduction into target cells more efficient,” he said.

Here’s a link to and a citation for the paper,

Spatial control of in vivo CRISPR–Cas9 genome editing via nanomagnets by Haibao Zhu, Linlin Zhang, Sheng Tong, Ciaran M. Lee, Harshavardhan Deshmukh, & Gang Bao. Nature Biomedical Engineering (2018) DOI: https://doi.org/10.1038/s41551-018-0318-7 Published: 12 November 2018

This paper is behind a paywall.