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1.
Genome Biol ; 24(1): 254, 2023 11 06.
Article in English | MEDLINE | ID: mdl-37932818

ABSTRACT

We introduce DEQSeq, a nanopore sequencing approach that rationalizes the selection of favorable genome editing enzymes from directed molecular evolution experiments. With the ability to capture full-length sequences, editing efficiencies, and specificities from thousands of evolved enzymes simultaneously, DEQSeq streamlines the process of identifying the most valuable variants for further study and application. We apply DEQSeq to evolved libraries of Cas12f-ABEs and designer-recombinases, identifying variants with improved properties for future applications. Our results demonstrate that DEQSeq is a powerful tool for accelerating enzyme discovery and advancing genome editing research.


Subject(s)
Directed Molecular Evolution , Recombinases , Recombinases/genetics , Recombinases/metabolism , Directed Molecular Evolution/methods , Gene Editing/methods , DNA , CRISPR-Cas Systems
2.
Cancer Res ; 82(17): 3002-3015, 2022 09 02.
Article in English | MEDLINE | ID: mdl-35802645

ABSTRACT

KRAS is the most frequently mutated oncogene in human cancer, and its activating mutations represent long-sought therapeutic targets. Programmable nucleases, particularly the CRISPR-Cas9 system, provide an attractive tool for genetically targeting KRAS mutations in cancer cells. Here, we show that cleavage of a panel of KRAS driver mutations suppresses growth in various human cancer cell lines, revealing their dependence on mutant KRAS. However, analysis of the remaining cell population after long-term Cas9 expression unmasked the occurence of oncogenic KRAS escape variants that were resistant to Cas9-cleavage. In contrast, the use of an adenine base editor to correct oncogenic KRAS mutations progressively depleted the targeted cells without the appearance of escape variants and allowed efficient and simultaneous correction of a cancer-associated TP53 mutation. Oncogenic KRAS and TP53 base editing was possible in patient-derived cancer organoids, suggesting that base editor approaches to correct oncogenic mutations could be developed for functional interrogation of vulnerabilities in a personalized manner for future precision oncology applications. SIGNIFICANCE: Repairing KRAS mutations with base editors can be used for providing a better understanding of RAS biology and may lay the foundation for improved treatments for KRAS-mutant cancers.


Subject(s)
Neoplasms , Proto-Oncogene Proteins p21(ras) , CRISPR-Cas Systems , Carcinogenesis/genetics , Gene Editing , Humans , Mutation , Neoplasms/genetics , Oncogenes , Precision Medicine , Proto-Oncogene Proteins p21(ras)/genetics , Tumor Suppressor Protein p53/genetics
3.
Methods Mol Biol ; 2508: 235-260, 2022.
Article in English | MEDLINE | ID: mdl-35737245

ABSTRACT

The CRISPR-Cas9 technology has revolutionized the scope and pace of biomedical research, enabling the targeting of specific genomic sequences for a wide spectrum of applications. Here we describe assays to functionally interrogate mutations identified in cancer cells utilizing both CRISPR-Cas9 nuclease and base editors. We provide guidelines to interrogate known cancer driver mutations or functionally screen for novel vulnerability mutations with these systems in characterized human cancer cell lines. The proposed platform should be transferable to primary cancer cells, opening up a path for precision oncology on a functional level.


Subject(s)
CRISPR-Cas Systems , Neoplasms , CRISPR-Cas Systems/genetics , Cell Line , Gene Editing , Humans , Mutation , Neoplasms/genetics , Precision Medicine
4.
Cells ; 11(5)2022 03 02.
Article in English | MEDLINE | ID: mdl-35269477

ABSTRACT

DNA-methyltransferase 3A (DNMT3A) mutations belong to the most frequent genetic aberrations found in adult acute myeloid leukemia (AML). Recent evidence suggests that these mutations arise early in leukemogenesis, marking leukemic progenitors and stem cells, and persist through consolidation chemotherapy, providing a pool for AML relapse. Currently, there are no therapeutic approaches directed specifically against this cell population. To unravel therapeutically actionable targets in mutant DNMT3A-driven AML cells, we have performed a focused RNAi screen in a panel of 30 primary AML samples, all carrying a DNMT3A R882 mutation. As one of the strongest hits, we identified MDM4 as a gene essential for proliferation of primary DNMT3AWT/R882X AML cells. We analyzed a publicly available RNA-Seq dataset of primary normal karyotype (NK) AML samples and found a trend towards MDM4 transcript overexpression particularly in DNMT3A-mutant samples. Moreover, we found that the MDM2/4 inhibitor ALRN-6924 impairs growth of DNMT3AWT/R882X primary cells in vitro by inducing cell cycle arrest through upregulation of p53 target genes. Our results suggest that MDM4 inhibition is a potential target in NK-AML patients bearing DNMT3A R882X mutations.


Subject(s)
DNA Methyltransferase 3A , Leukemia, Myeloid, Acute , Adult , Cell Cycle Proteins/metabolism , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Mutation/genetics , Proto-Oncogene Proteins/metabolism , RNA Interference
5.
Microsyst Nanoeng ; 8: 20, 2022.
Article in English | MEDLINE | ID: mdl-35242358

ABSTRACT

The fabrication of nanostructures and nanopatterns is of crucial importance in microelectronics, nanofluidics, and the manufacture of biomedical devices and biosensors. However, the creation of nanopatterns by means of conventional nanofabrication techniques such as electron beam lithography is expensive and time-consuming. Here, we develop a multistep miniaturization approach using prestressed polymer films to generate nanopatterns from microscale patterns without the need of complex nanolithography methods. Prestressed polymer films have been used as a miniaturization technique to fabricate features with a smaller size than the initial imprinted features. However, the height of the imprinted features is significantly reduced after the thermal shrinking of the prestressed films due to the shape memory effect of the polymer, and as a result, the topographical features tend to disappear after shrinking. We have developed a miniaturization approach that controls the material flow and maintains the shrunken patterns by applying mechanical constraints during the shrinking process. The combination of hot embossing and constrained shrinking makes it possible to reduce the size of the initial imprinted features even to the nanoscale. The developed multistep miniaturization approach allows using the shrunken pattern as a master for a subsequent miniaturization cycle. Well-defined patterns as small as 100 nm are fabricated, showing a 10-fold reduction in size from the original master. The developed approach also allows the transfer of the shrunken polymeric patterns to a silicon substrate, which can be used as a functional substrate for many applications or directly as a master for nanoimprint lithography.

6.
Nanotechnology ; 32(50)2021 Sep 22.
Article in English | MEDLINE | ID: mdl-34492647

ABSTRACT

Nanoimprint lithography is an emerging technology to form patterns and features in the nanoscale. Production of nanoscale patterns is challenging particularly in the sub-50 nm range. Pre-stressed polymer films with embedded microscale pattern can be miniaturized by shrinking induced due to thermal stress release. However, when pre-stressed films are thermally nanoimprinted with sub-micron features and shruken, they lose all the topographical features due to material recovery. Here we report a new approach that prevents recovery and allows retention of shrunken patterns even at the scale of <50 nm. We have discovered that when the shrinking process is mechanically constrained in one direction, the thermal treatment only relieves the stress in the orthogonal direction leading to a uniaxial shrinkage in that direction while preserving the topographical features. A second step, with the constraint in the orthogonal direction leads to biaxial shrinkage and preservation of all of the topographical features. This new technique can produce well defined and high resolution nanostructures at dimensions below 50 nm. The process is programmable and the thermal treatment can be tuned to shrink features to various dimension below the original imprint which we use to produce tunable and gradient plasmonic structures.

7.
PLoS Genet ; 17(9): e1009794, 2021 09.
Article in English | MEDLINE | ID: mdl-34516550

ABSTRACT

LRRK2 gain-of-function is considered a major cause of Parkinson's disease (PD) in humans. However, pathogenicity of LRRK2 loss-of-function in animal models is controversial. Here we show that deletion of the entire zebrafish lrrk2 locus elicits a pleomorphic transient brain phenotype in maternal-zygotic mutant embryos (mzLrrk2). In contrast to lrrk2, the paralog gene lrrk1 is virtually not expressed in the brain of both wild-type and mzLrrk2 fish at different developmental stages. Notably, we found reduced catecholaminergic neurons, the main target of PD, in specific cell populations in the brains of mzLrrk2 larvae, but not adult fish. Strikingly, age-dependent accumulation of monoamine oxidase (MAO)-dependent catabolic signatures within mzLrrk2 brains revealed a previously undescribed interaction between LRRK2 and MAO biological activities. Our results highlight mzLrrk2 zebrafish as a tractable tool to study LRRK2 loss-of-function in vivo, and suggest a link between LRRK2 and MAO, potentially of relevance in the prodromic stages of PD.


Subject(s)
Biogenic Monoamines/metabolism , Brain/metabolism , Gene Deletion , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Zebrafish Proteins/genetics , Zebrafish/genetics , Animals , Anxiety/genetics , Brain/embryology , Brain/enzymology , CRISPR-Cas Systems , Larva/metabolism , Monoamine Oxidase/metabolism , Smell/genetics , Swimming , Zebrafish/embryology
8.
Nanoscale Adv ; 2(11): 5461-5467, 2020 Nov 11.
Article in English | MEDLINE | ID: mdl-36132054

ABSTRACT

The ability to define patterns and fabricate structures at the nanoscale in a scalable manner is crucial not only in integrated circuit fabrication but also in fabrication of nanofluidic devices as well as in nano and micromechanical systems. Top down fabrication at the nanoscale often involves fabrication of a master using a direct write method and then its replication using a variety of methods such as by hot embossing, nanoimprint lithography, or soft lithography. Nevertheless, fabrication of the master is a time consuming and expensive process. One interesting approach is to define patterns at larger dimensions on pre-stressed films using methods such as xurography or lithography which are scalable and heat them to de-stress and shrink which can reduce the size proportionally. Although attractive, suitable fabrication processes that can perform iterative shrinking of patterns over several cycles and into the nanoscale have not been demonstrated. Here, we demonstrate a fabrication process that is capable of accurately producing patterns and features over several cycles of miniaturization and shrinking to achieve resolution in the order of 100 s of nanometers. In this approach, a pattern transfer method is developed by combining soft imprint lithography followed by reactive ion etching, both of which are scalable processes, to transfer the original patterns into a shrinkable polymer film. The patterned shrinkable film is heated to allow thermal shrinking. As a result, the pattern size was decreased by 60% of the original size in a single cycle. This reduced pattern was used as the master for the next cycle and three cycles of miniaturization was demonstrated. Sub-micron patterns of 750 nm were generated by the multi-step miniaturization method, showing approximately 20× reduction in size of the original patterns. Finally, these patterns are transferred into features on a silicon substrate to demonstrate its application in semiconductor microfabrication or its use as a master template for microsystems applications.

9.
Methods ; 164-165: 36-48, 2019 07 15.
Article in English | MEDLINE | ID: mdl-31078796

ABSTRACT

The CRISPR/Cas9 system is transforming many biomedical disciplines, including cancer research. Through its flexible programmability and efficiency to induce DNA double strand breaks it has become straightforward to introduce cancer mutations into cells in vitro and/or in vivo. However, not all mutations contribute equally to tumorigenesis and distinguishing essential mutations for tumor growth and survival from biologically inert mutations is cumbersome. Here we present a method to screen for the functional relevance of mutations in high throughput in established cancer cell lines. We employ the CRISPR/Cas9 system to probe cancer vulnerabilities in a colorectal carcinoma cell line in an attempt to identify novel cancer driver mutations. We designed 100 high quality sgRNAs that are able to specifically cleave mutations present in the colorectal carcinoma cell line RKO. An all-in-one lentiviral library harboring these sgRNAs was then generated and used in a pooled screen to probe possible growth dependencies on these mutations. Genomic DNA at different time points were collected, the sgRNA cassettes were PCR amplified, purified and sgRNA counts were quantified by means of deep sequencing. The analysis revealed two sgRNAs targeting the same mutation (UTP14A: S99delS) to be depleted over time in RKO cells. Validation and characterization confirmed that the inactivation of this mutation impairs cell growth, nominating UTP14A: S99delS as a putative driver mutation in RKO cells. Overall, our approach demonstrates that the CRISPR/Cas9 system is a powerful tool to functionally dissect cancer mutations at large-scale.


Subject(s)
CRISPR-Cas Systems/genetics , Colorectal Neoplasms/genetics , DNA Mutational Analysis/methods , Gene Editing/methods , Genomic Library , Cell Line, Tumor , Cloning, Molecular/methods , DNA Mutational Analysis/instrumentation , Genetic Vectors/genetics , High-Throughput Nucleotide Sequencing/instrumentation , High-Throughput Nucleotide Sequencing/methods , Humans , Lentivirus/genetics , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/isolation & purification , Transfection/instrumentation , Transfection/methods
10.
J Card Surg ; 33(8): 458-465, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29968369

ABSTRACT

OBJECTIVE: Left atrio-ventricular valve (LAVV) regurgitation after repair of an atrio-ventricular septal defect (AVSD) may necessitate further surgery. However, redo-LAVV repair remains challenging. We sought to determine if more LAVV valves are preserved in the current era, and analyze early and longer-term results. PATIENTS: All consecutive patients with repaired AVSD who underwent redo-LAVV surgery from January 2004 to April 2017 were included. Patients with single ventricles, atrial isomerism, and complex associated anomalies were excluded. METHODS: This was a single-center study using retrospective chart review and an institutional database for follow-up information. Data analyzed included number and year of primary AVSD and redo-LAVV operation, presence of trisomy 21, morphology of AVSD, mortality, and reoperation. Univariate analysis included repair and replacement rates and early and long-term survival. RESULTS: During the study period 36 redo-LAVV operations were performed, with repair in 28 and replacement in eight. The number of redo-operations increased from 13 in the first part to 23 in the second part of the study. The rate of LAVV preservation significantly increased over time (54% vs 91%, P < 0.01), and was not affected by morphology of AVSD or trisomy 21. There was one in-hospital death at Day 42 and overall estimated survival was 94.5% at 5 years. Freedom from reoperation after redo-LAVV repair was 87% at 5 years with no significant difference between repair and replacement groups. CONCLUSION: In the current era, more LAVVs can be preserved at the time of redo-operation with excellent early and long-term survival and acceptable reoperation rates. LAVV morphology and presence of trisomy 21 did not affect outcome.


Subject(s)
Heart Septal Defects, Ventricular/surgery , Heart Valve Diseases/surgery , Postoperative Complications/surgery , Cardiac Surgical Procedures/mortality , Cardiac Surgical Procedures/statistics & numerical data , Female , Heart Valve Diseases/epidemiology , Humans , Male , Organ Sparing Treatments/statistics & numerical data , Postoperative Complications/epidemiology , Reoperation/mortality , Reoperation/statistics & numerical data , Retrospective Studies , Survival Rate , Treatment Outcome
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