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Dive into the research topics where Kellie A. Schaefer is active.

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Featured researches published by Kellie A. Schaefer.


Nature Methods | 2017

Unexpected mutations after CRISPR-Cas9 editing in vivo

Kellie A. Schaefer; Wen-Hsuan Wu; Diana F. Colgan; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

To the Editor: CRISPR–Cas9 editing shows promise for correcting disease-causing mutations. For example, in a recent study we used CRISPR-Cas9 for sight restoration in blind rd1 mice by correcting a mutation in the Pde6b gene1. However, concerns persist regarding secondary mutations in regions not targeted by the single guide RNA (sgRNA)2. Algorithms generate likely off-target sites for a given gRNA, but these algorithms may miss mutations. Whole-genome sequencing (WGS) has been used to assess the presence of small insertions and deletions (indels)3 but not to probe for single-nucleotide variants (SNVs) in a whole organism. We performed WGS on a CRISPR–Cas9-edited mouse to identify all off-target mutations and found an unexpectedly high number of SNVs compared with the widely accepted assumption that CRISPR causes mostly indels at regions homologous to the sgRNA. We tested four sgRNAs in cells then chose the sgRNA with the highest activity for in vivo targeting. DNA was isolated from two CRISPR-repaired mice (F03 and F05) and one uncorrected control1. CRISPR–Cas9-treated mice were sequenced at an average depth of 50×, and the control was sequenced at 30×. Variant calls were confirmed by at least 23× sequencing coverage (Supplementary Tables 1 and 2). Multiple variant-calling software pipelines identified indels and SNVs (Fig. 1 and Supplementary Methods). In the CRISPR-treated mice, targeted alleles were repaired1. Off-target mutations were identified as those present in the CRISPR-treated animals but absent in the uncorrected control. All pipelines showed that F03 harbored 164 indels and 1,736 SNVs (63 and 885 of these, respectively, associated with known genes). F05 harbored 128 indels and 1,696 SNVs (51 and 865 of these, respectively, associated with known genes) (Fig. 1). The same 117 indels and 1,397 SNVs were detected in both of the CRISPR-treated mice, which indicated nonrandom targeting. SNVs appeared to slightly favor transitions over transversions (Supplementary Fig. 1). The mutation rate detected in CRISPRtreated mice was substantially higher than that generated by spontaneous germline mutations (3 to 4 indels and 90 to 100 SNVs, de novo, per generation)4,5. As additional controls, each of the variants was compared with the FVB/NJ genome in the mouse dbSNP database (v138), and each of the SNVs was also compared with all 36 strains in the Mouse Genome Project (v3). None of the CRISPR-generated offtarget mutations were found in any of these strains, which further confirmed that these WGS-identified SNVs were the result of CRISPR–Cas9 off targeting. All pipelines identified 6 and 3 indels and 60 and 51 SNVs in F03 and F05 mice, respectively, in exonic regions only (Fig. 1); 5 indels and 24 SNVs caused nonsynonymous mutations in protein-coding sequences (Supplementary Tables 3 and 4). Of these, all five indels and one SNV (introducing a premature stop codon) were expected to be deleterious. Several mutated protein-coding genes were associated with a human and/ or mouse phenotype (Supplementary Tables 3 and 4). Of the 29 coding-sequence variants, 7 variants were mutated identically in both mice. 24 CRISPR-associated variants were selected, and all were confirmed by Sanger sequencing (Supplementary Fig. 2 and Supplementary Methods). Among the top-fifty sequences predicted for off targeting, none were mutated. Additionally, there was poor sequence homology between the sgRNA and sequences near the actual off-target coding and noncoding variants (Supplementary Fig. 3). Our results suggest current in silico modeling cannot predict bona fide off-target sites. Together, these results indicate that at least certain sgRNAs may target loci independently of their target in vivo. The unpredictable generation of these variants is of concern. The impact of the numerous mutations occurring in noncoding RNAs or other regulatory intragenic regions could be detrimental to key cellular processes (Supplementary Fig. 4 and Supplementary Table 5)6. Although our CRISPR-treated mice did not display obvious extraocular phenotypes, it is possible the mice may reveal phenotypes in time, when they are challenged or bred to homozygosity. The present study demonstrates WGS analysis of both indels and SNVs as the most thorough method for identifying off-target mutations and shows a significantly higher number of potentially deleterious CRISPR–Cas9-induced mutations than have been previously reported3. It is not clear whether improved sgRNA


Molecular Therapy | 2014

Nonallele Specific Silencing of Ataxin-7 Improves Disease Phenotypes in a Mouse Model of SCA7

Ryan L. Boudreau; Kellie A. Schaefer; Albert R. La Spada; Beverly L. Davidson

Spinocerebellar ataxia type 7 (SCA7) is a late-onset neurodegenerative disease characterized by ataxia and vision loss with no effective treatments in the clinic. The most striking feature is the degeneration of Purkinje neurons of the cerebellum caused by the presence of polyglutamine-expanded ataxin-7. Ataxin-7 is part of a transcriptional complex, and, in the setting of mutant ataxin-7, there is misregulation of target genes. Here, we designed RNAi sequences to reduce the expression of both wildtype and mutant ataxin-7 to test if reducing ataxin-7 in Purkinje cells is both tolerated and beneficial in an animal model of SCA7. We observed sustained reduction of both wildtype and mutant ataxin-7 as well as a significant improvement of ataxia phenotypes. Furthermore, we observed a reduction in cerebellar molecular layer thinning and nuclear inclusions, a hallmark of SCA7. In addition, we observed recovery of cerebellar transcripts whose expression is disrupted in the presence of mutant ataxin-7. These data demonstrate that reduction of both wildtype and mutant ataxin-7 by RNAi is well tolerated, and contrary to what may be expected from reducing a component of the Spt-Taf9-Gcn5 acetyltransferase complex, is efficacious in the SCA7 mouse.


Investigative Ophthalmology & Visual Science | 2016

Calpain-5 Expression in the Retina Localizes to Photoreceptor Synapses

Kellie A. Schaefer; Marcus A. Toral; Gabriel Velez; Allison J. Cox; Sheila A. Baker; Nicholas Borcherding; Diana F. Colgan; Vimala Bondada; Charles B. Mashburn; Chen-Guang Yu; James W. Geddes; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

Purpose We characterize calpain-5 (CAPN5) expression in retinal and neuronal subcellular compartments. Methods CAPN5 gene variants were classified using the exome variant server, and RNA-sequencing was used to compare expression of CAPN5 mRNA in the mouse and human retina and in retinoblastoma cells. Expression of CAPN5 protein was ascertained in humans and mice in silico, in mouse retina by immunohistochemistry, and in neuronal cancer cell lines and fractionated central nervous system tissue extracts by Western analysis with eight antibodies targeting different CAPN5 regions. Results Most CAPN5 genetic variation occurs outside its protease core; and searches of cancer and epilepsy/autism genetic databases found no variants similar to hyperactivating retinal disease alleles. The mouse retina expressed one transcript for CAPN5 plus those of nine other calpains, similar to the human retina. In Y79 retinoblastoma cells, the level of CAPN5 transcript was very low. Immunohistochemistry detected CAPN5 expression in the inner and outer nuclear layers and at synapses in the outer plexiform layer. Western analysis of fractionated retinal extracts confirmed CAPN5 synapse localization. Western blots of fractionated brain neuronal extracts revealed distinct subcellular patterns and the potential presence of autoproteolytic CAPN5 domains. Conclusions CAPN5 is moderately expressed in the retina and, despite higher expression in other tissues, hyperactive disease mutants of CAPN5 only manifest as eye disease. At the cellular level, CAPN5 is expressed in several different functional compartments. CAPN5 localization at the photoreceptor synapse and with mitochondria explains the neural circuitry phenotype in human CAPN5 disease alleles.


bioRxiv | 2018

Corrigendum and follow-up: Whole genome sequencing of multiple CRISPR-edited mouse lines suggests no excess mutations.

Kellie A. Schaefer; Benjamin W. Darbro; Diana F. Colgan; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

Our previous publication suggested CRISPR-Cas9 editing at the zygotic stage might unexpectedly introduce a multitude of subtle but unintended mutations, an interpretation that not surprisingly raised numerous questions. The key issue is that since parental lines were not available, might the reported variants have been inherited? To expand upon the limited available whole genome data on whether CRISPR-edited mice show more genetic variation, whole-genome sequencing was performed on two other mouse lines that had undergone a CRISPR-editing procedure. Again, parents were not available for either the Capn5 nor Fblim1 CRISPR-edited mouse lines, so strain controls were examined. Additionally, we also include verification of variants detected in the initial mouse line. Taken together, these whole-genome-sequencing-level results support the idea that in specific cases, CRISPR-Cas9 editing can precisely edit the genome at the organismal level and may not introduce numerous, unintended, off-target mutations.Here we provide additional confirmatory data and clarifying discussion, including sequencing data showing extensive heterozygous mutations throughout the genome in the CRISPR treated mice, which are all progeny of inbred mice purchased from a commercial vendor (JAX). The heterozygosity in these cases cannot be parentally inherited. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.Here we provide additional confirmatory data and clarifying discussion, including information about the relatedness of the control and CRISPR-treated mice, as well as sequencing data showing extensive regions with heterozygosity and in some cases more than 2 alleles in CRISPR-treated mice throughout the genome. The control FVB mouse and parents of the CRISPR-treated mice were purchased directly through the JAX genetic stability program and were within one generation of one another. Furthermore, the heterozygous mutations were mostly within 7-10bp adjacent to NGG or NGA nucleotide sequences, the preferred Protospacer Adjacent Motif (PAM) for the SpCas9. The multiple alleles in these cases cannot simply be explained by parental inheritance. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.


Molecular Genetics & Genomic Medicine | 2017

Structural modeling of a novel SLC38A8 mutation that causes foveal hypoplasia

Marcus A. Toral; Gabriel Velez; Katherine Boudreault; Kellie A. Schaefer; Yu Xu; Norman Saffra; Alexander G. Bassuk; Stephen H. Tsang; Vinit B. Mahajan

Foveal hypoplasia (FH) in the absence of albinism, aniridia, microphthalmia, or achromatopsia is exceedingly rare, and the molecular basis for the disorder remains unknown. FH is characterized by the absence of both the retinal foveal pit and avascular zone, but with preserved retinal architecture. SLC38A8 encodes a sodium‐coupled neutral amino acid transporter with a preference for glutamate as a substrate. SLC38A8 has been linked to FH. Here, we describe a novel mutation to SLC38A8 which causes FH, and report the novel use of OCT‐angiography to improve the precision of FH diagnosis. More so, we used computational modeling to explore possible functional effects of known SLC38A8 mutations.


Cold Spring Harb Mol Case Stud | 2018

A novel de novo CAPN5 mutation in a patient with inflammatory vitreoretinopathy, hearing loss, and developmental delay

Gabriel Velez; Alexander G. Bassuk; Kellie A. Schaefer; Brian Brooks; Lokesh Gakhar; MaryAnn Mahajan; Philip Kahn; Stephen H. Tsang; Polly J. Ferguson; Vinit B. Mahajan

Mutations that activate the protease calpain-5 (CAPN5) cause a nonsyndromic adult-onset autoinflammatory eye disease characterized by uveitis, altered synaptic signaling, retinal degeneration, neovascularization, and intraocular fibrosis. We describe a pediatric patient with severe inflammatory vitreoretinopathy accompanied by hearing loss and developmental delay associated with a novel, de novo CAPN5 missense mutation (c.865C>T, p.Arg289Trp) that shows greater hyperactivation of the calpain protease, indicating a genotype–phenotype correlation that links mutation severity to proteolytic activity and the possibility of earlier onset syndromic disease with auditory and neurological abnormalities.


bioRxiv | 2017

Response to Editas and Intellia: Unexpected mutations after CRISPR-Cas9 editing in vivo

Kellie A. Schaefer; Wen-Hsuan Wu; Benjamin W. Darbro; Diana F. Colgan; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

Our previous publication suggested CRISPR-Cas9 editing at the zygotic stage might unexpectedly introduce a multitude of subtle but unintended mutations, an interpretation that not surprisingly raised numerous questions. The key issue is that since parental lines were not available, might the reported variants have been inherited? To expand upon the limited available whole genome data on whether CRISPR-edited mice show more genetic variation, whole-genome sequencing was performed on two other mouse lines that had undergone a CRISPR-editing procedure. Again, parents were not available for either the Capn5 nor Fblim1 CRISPR-edited mouse lines, so strain controls were examined. Additionally, we also include verification of variants detected in the initial mouse line. Taken together, these whole-genome-sequencing-level results support the idea that in specific cases, CRISPR-Cas9 editing can precisely edit the genome at the organismal level and may not introduce numerous, unintended, off-target mutations.Here we provide additional confirmatory data and clarifying discussion, including sequencing data showing extensive heterozygous mutations throughout the genome in the CRISPR treated mice, which are all progeny of inbred mice purchased from a commercial vendor (JAX). The heterozygosity in these cases cannot be parentally inherited. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.Here we provide additional confirmatory data and clarifying discussion, including information about the relatedness of the control and CRISPR-treated mice, as well as sequencing data showing extensive regions with heterozygosity and in some cases more than 2 alleles in CRISPR-treated mice throughout the genome. The control FVB mouse and parents of the CRISPR-treated mice were purchased directly through the JAX genetic stability program and were within one generation of one another. Furthermore, the heterozygous mutations were mostly within 7-10bp adjacent to NGG or NGA nucleotide sequences, the preferred Protospacer Adjacent Motif (PAM) for the SpCas9. The multiple alleles in these cases cannot simply be explained by parental inheritance. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.


Current Ophthalmology Reports | 2017

CRISPR-Mediated Ophthalmic Genome Surgery

Galaxy Y. Cho; Yazeed Abdulla; Jesse D. Sengillo; Sally Justus; Kellie A. Schaefer; Alexander G. Bassuk; Stephen H. Tsang; Vinit B. Mahajan

Purpose of ReviewClustered regularly interspaced short palindromic repeats (CRISPR) system is a genome engineering system with great potential for clinical applications due to its versatility and programmability. This review highlights the development and use of CRISPR-mediated ophthalmic genome surgery in recent years.Recent FindingsDiverse CRISPR techniques are in development to target a wide array of ophthalmic conditions, including inherited and acquired conditions. Preclinical disease modeling and recent successes in gene editing suggest potential efficacy of CRISPR as a therapeutic for inherited conditions. In particular, the treatment of Leber congenital amaurosis with CRISPR-mediated genome surgery is expected to reach clinical trials in the near future.SummaryTreatment options for inherited retinal dystrophies are currently limited. CRISPR-mediated genome surgery methods may be able to address this unmet need in the future.


bioRxiv | 2017

Response to Editas: Unexpected mutations after CRISPR-Cas9 editing in vivo

Kellie A. Schaefer; Wen-Hsuan Wu; Diana F. Colgan; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

Our previous publication suggested CRISPR-Cas9 editing at the zygotic stage might unexpectedly introduce a multitude of subtle but unintended mutations, an interpretation that not surprisingly raised numerous questions. The key issue is that since parental lines were not available, might the reported variants have been inherited? To expand upon the limited available whole genome data on whether CRISPR-edited mice show more genetic variation, whole-genome sequencing was performed on two other mouse lines that had undergone a CRISPR-editing procedure. Again, parents were not available for either the Capn5 nor Fblim1 CRISPR-edited mouse lines, so strain controls were examined. Additionally, we also include verification of variants detected in the initial mouse line. Taken together, these whole-genome-sequencing-level results support the idea that in specific cases, CRISPR-Cas9 editing can precisely edit the genome at the organismal level and may not introduce numerous, unintended, off-target mutations.Here we provide additional confirmatory data and clarifying discussion, including sequencing data showing extensive heterozygous mutations throughout the genome in the CRISPR treated mice, which are all progeny of inbred mice purchased from a commercial vendor (JAX). The heterozygosity in these cases cannot be parentally inherited. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.Here we provide additional confirmatory data and clarifying discussion, including information about the relatedness of the control and CRISPR-treated mice, as well as sequencing data showing extensive regions with heterozygosity and in some cases more than 2 alleles in CRISPR-treated mice throughout the genome. The control FVB mouse and parents of the CRISPR-treated mice were purchased directly through the JAX genetic stability program and were within one generation of one another. Furthermore, the heterozygous mutations were mostly within 7-10bp adjacent to NGG or NGA nucleotide sequences, the preferred Protospacer Adjacent Motif (PAM) for the SpCas9. The multiple alleles in these cases cannot simply be explained by parental inheritance. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.


bioRxiv | 2017

Deeper sequencing at unexpected CRISPR/Cas9 off-target sites in vivo : A response to Editas, Intellia, Beacon, ToolGen and others

Kellie A. Schaefer; Wen-Hsuan Wu; Benjamin W. Darbro; Diana F. Colgan; Stephen H. Tsang; Alexander G. Bassuk; Vinit B. Mahajan

Our previous publication suggested CRISPR-Cas9 editing at the zygotic stage might unexpectedly introduce a multitude of subtle but unintended mutations, an interpretation that not surprisingly raised numerous questions. The key issue is that since parental lines were not available, might the reported variants have been inherited? To expand upon the limited available whole genome data on whether CRISPR-edited mice show more genetic variation, whole-genome sequencing was performed on two other mouse lines that had undergone a CRISPR-editing procedure. Again, parents were not available for either the Capn5 nor Fblim1 CRISPR-edited mouse lines, so strain controls were examined. Additionally, we also include verification of variants detected in the initial mouse line. Taken together, these whole-genome-sequencing-level results support the idea that in specific cases, CRISPR-Cas9 editing can precisely edit the genome at the organismal level and may not introduce numerous, unintended, off-target mutations.Here we provide additional confirmatory data and clarifying discussion, including sequencing data showing extensive heterozygous mutations throughout the genome in the CRISPR treated mice, which are all progeny of inbred mice purchased from a commercial vendor (JAX). The heterozygosity in these cases cannot be parentally inherited. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.Here we provide additional confirmatory data and clarifying discussion, including information about the relatedness of the control and CRISPR-treated mice, as well as sequencing data showing extensive regions with heterozygosity and in some cases more than 2 alleles in CRISPR-treated mice throughout the genome. The control FVB mouse and parents of the CRISPR-treated mice were purchased directly through the JAX genetic stability program and were within one generation of one another. Furthermore, the heterozygous mutations were mostly within 7-10bp adjacent to NGG or NGA nucleotide sequences, the preferred Protospacer Adjacent Motif (PAM) for the SpCas9. The multiple alleles in these cases cannot simply be explained by parental inheritance. The summary statements in our Correspondence reflect observations of a secondary outcome following successful achievement of the primary outcome using CRISPR to treat blindness in Pde6b/rd1 mice. As the scientific community considers the role of WGS in off-target analysis, future in vivo studies are needed where the design and primary outcome focuses on CRISPR off-targeting. We agree that a range of WGS controls are needed that include parents, different gRNAs, different versions of Cas9, and different in vivo protocols. We look forward to the publication of such studies. Combined, these results will be essential to fully understand off-targeting and can be used to create better algorithms for off-target prediction. Overall, we are optimistic that some form of CRISPR therapy will be successfully engineered to treat blindness.

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