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1.
Sci Data ; 11(1): 164, 2024 Feb 02.
Article in English | MEDLINE | ID: mdl-38307869

ABSTRACT

miR-Blood is a high-quality, small RNA expression atlas for the major components of human peripheral blood (plasma, erythrocytes, thrombocytes, monocytes, neutrophils, eosinophils, basophils, natural killer cells, CD4+ T cells, CD8+ T cells, and B cells). Based on the purified blood components from 52 individuals, the dataset provides a comprehensive repository for the expression of 4971 small RNAs from eight non-coding RNA classes.


Subject(s)
MicroRNAs , Humans , Eosinophils , Erythrocytes , MicroRNAs/blood , Monocytes , Neutrophils/metabolism
2.
J Thorac Oncol ; 18(11): 1504-1523, 2023 11.
Article in English | MEDLINE | ID: mdl-37437883

ABSTRACT

INTRODUCTION: Lung cancer remains the deadliest cancer in the world, and lung cancer survival is heavily dependent on tumor stage at the time of detection. Low-dose computed tomography screening can reduce mortality; however, annual screening is limited by low adherence in the United States of America and still not broadly implemented in Europe. As a result, less than 10% of lung cancers are detected through existing programs. Thus, there is a great need for additional screening tests, such as a blood test, that could be deployed in the primary care setting. METHODS: We prospectively recruited 1384 individuals meeting the National Lung Screening Trial demographic eligibility criteria for lung cancer and collected stabilized whole blood to enable the pipetting-free collection of material, thus minimizing preanalytical noise. Ultra-deep small RNA sequencing (20 million reads per sample) was performed with the addition of a method to remove highly abundant erythroid RNAs, and thus open bandwidth for the detection of less abundant species originating from the plasma or the immune cellular compartment. We used 100 random data splits to train and evaluate an ensemble of logistic regression classifiers using small RNA expression of 943 individuals, discovered an 18-small RNA feature consensus signature (miLung), and validated this signature in an independent cohort (441 individuals). Blood cell sorting and tumor tissue sequencing were performed to deconvolve small RNAs into their source of origin. RESULTS: We generated diagnostic models and report a median receiver-operating characteristic area under the curve of 0.86 (95% confidence interval [CI]: 0.84-0.86) in the discovery cohort and generalized performance of 0.83 in the validation cohort. Diagnostic performance increased in a stage-dependent manner ranging from 0.73 (95% CI: 0.71-0.76) for stage I to 0.90 (95% CI: 0.89-0.90) for stage IV in the discovery cohort and from 0.76 to 0.86 in the validation cohort. We identified a tumor-shed, plasma-bound ribosomal RNA fragment of the L1 stalk as a dominant predictor of lung cancer. The fragment is decreased after surgery with curative intent. In additional experiments, results of dried blood spot collection and sequencing revealed that small RNA analysis could potentially be conducted through home sampling. CONCLUSIONS: These data suggest the potential of a small RNA-based blood test as a viable alternative to low-dose computed tomography screening for early detection of smoking-associated lung cancer.


Subject(s)
Lung Neoplasms , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Early Detection of Cancer/methods , Lung/pathology , Smoking , RNA
3.
Stem Cell Res ; 69: 103066, 2023 06.
Article in English | MEDLINE | ID: mdl-36947995

ABSTRACT

Mutations in Colony-stimulating factor 1 receptor (CSF1R) lead to CSF1R-related leukoencephalopathy, also known as Adult-onset leukoencephalopathy with axonal spheroids and pigmented glia (ALSP), a rapidly progressing neurodegenerative disease with severe cognitive and motor impairment. In this study, a homozygous and a heterozygous CSF1R knockout induced pluripotent stem cell (iPSC) line were generated by CRISPR/Cas9-based gene editing. These in vitro models will provide a helpful tool for investigating the still largely unknown pathophysiology of CSF1R-related leukoencephalopathy.


Subject(s)
Induced Pluripotent Stem Cells , Leukoencephalopathies , Neurodegenerative Diseases , Adult , Humans , Neurodegenerative Diseases/genetics , CRISPR-Cas Systems/genetics , Neuroglia , Leukoencephalopathies/genetics , Mutation
4.
CRISPR J ; 6(1): 5-16, 2023 02.
Article in English | MEDLINE | ID: mdl-36662546

ABSTRACT

Cellular therapies hold enormous potential for the cure of severe hematological and oncological disorders. The forefront of innovative gene therapy approaches including therapeutic gene editing and hematopoietic stem cell transplantation needs to be processed by good manufacturing practice to ensure safe application in patients. In the present study, an effective transfection protocol for automated clinical-scale production of genetically modified hematopoietic stem and progenitor cells (HSPCs) using the CliniMACS Prodigy® system including the CliniMACS Electroporator (Miltenyi Biotec) was established. As a proof-of-concept, the enhancer of the BCL11A gene, clustered regularly interspaced short palindromic repeat (CRISPR) target in ongoing clinical trials for ß-thalassemia and sickle-cell disease treatment, was disrupted by the CRISPR-Cas9 system simulating a large-scale clinical scenario, yielding 100 million HSPCs with high editing efficiency. In vitro erythroid differentiation and high-performance liquid chromatography analyses corroborated fetal hemoglobin resurgence in edited samples, supporting the feasibility of running the complete process of HSPC gene editing in an automated closed system.


Subject(s)
Hematopoietic Stem Cell Transplantation , Hemoglobinopathies , Humans , Gene Editing/methods , CRISPR-Cas Systems/genetics , Hemoglobinopathies/genetics , Hemoglobinopathies/therapy , Hematopoietic Stem Cells
5.
Genes (Basel) ; 13(12)2022 12 13.
Article in English | MEDLINE | ID: mdl-36553615

ABSTRACT

X-linked severe combined immunodeficiency (X-SCID) is a primary immunodeficiency that is caused by mutations in the interleukin-2 receptor gamma (IL2RG) gene. Some patients present atypical X-SCID with mild clinical symptoms due to somatic revertant mosaicism. CRISPR/Cas9 and prime editing are two advanced genome editing tools that paved the way for treating immune deficiency diseases. Prime editing overcomes the limitations of the CRISPR/Cas9 system, as it does not need to induce double-strand breaks (DSBs) or exogenous donor DNA templates to modify the genome. Here, we applied CRISPR/Cas9 with single-stranded oligodeoxynucleotides (ssODNs) and prime editing methods to generate an in vitro model of the disease in K-562 cells and healthy donors' T cells for the c. 458T>C point mutation in the IL2RG gene, which also resulted in a useful way to optimize the gene correction approach for subsequent experiments in patients' cells. Both methods proved to be successful and were able to induce the mutation of up to 31% of treated K-562 cells and 26% of treated T cells. We also applied similar strategies to correct the IL2RG c. 458T>C mutation in patient T cells that carry the mutation with revertant somatic mosaicism. However, both methods failed to increase the frequency of the wild-type sequence in the mosaic T cells of patients due to limited in vitro proliferation of mutant cells and the presence of somatic reversion. To the best of our knowledge, this is the first attempt to treat mosaic cells from atypical X-SCID patients employing CRISPR/Cas9 and prime editing. We showed that prime editing can be applied to the formation of specific-point IL2RG mutations without inducing nonspecific on-target modifications. We hypothesize that the feasibility of the nucleotide substitution of the IL2RG gene using gene therapy, especially prime editing, could provide an alternative strategy to treat X-SCID patients without revertant mutations, and further technological improvements need to be developed to correct somatic mosaicism mutations.


Subject(s)
X-Linked Combined Immunodeficiency Diseases , Humans , X-Linked Combined Immunodeficiency Diseases/genetics , X-Linked Combined Immunodeficiency Diseases/therapy , CRISPR-Cas Systems/genetics , Mosaicism , Gene Editing/methods , Genetic Therapy/methods
6.
NPJ Precis Oncol ; 6(1): 19, 2022 Mar 31.
Article in English | MEDLINE | ID: mdl-35361874

ABSTRACT

Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. For immunotherapies within the PD-1/PD-L1 inhibitor class, patient stratification is currently performed using tumor (tissue-based) PD-L1 expression. However, PD-L1 is an accurate predictor of response in only ~30% of cases. There is pressing need for more accurate biomarkers for immunotherapy response prediction. We sought to identify peripheral blood biomarkers, predictive of response to immunotherapies against lung cancer, based on whole blood microRNA profiling. Using three well-characterized cohorts consisting of a total of 334 stage IV NSCLC patients, we have defined a 5 microRNA risk score (miRisk) that is predictive of overall survival following immunotherapy in training and independent validation (HR 2.40, 95% CI 1.37-4.19; P < 0.01) cohorts. We have traced the signature to a myeloid origin and performed miRNA target prediction to make a direct mechanistic link to the PD-L1 signaling pathway and PD-L1 itself. The miRisk score offers a potential blood-based companion diagnostic for immunotherapy that outperforms tissue-based PD-L1 staining.

7.
CRISPR J ; 5(1): 66-79, 2022 02.
Article in English | MEDLINE | ID: mdl-34882002

ABSTRACT

Metachromatic leukodystrophy (MLD) is a rare genetic disorder caused by mutations in the Arylsulfatase-A (ARSA) gene. The enzyme plays a key role in sulfatide metabolism in brain cells, and its deficiency leads to neurodegeneration. The clinical manifestations of MLD include stagnation and decline of motor and cognitive function, leading to premature death with limited standard treatment options. Here, we describe a mutation-agnostic hematopoietic stem and progenitor cell (HSPC) gene therapy using CRISPR-Cas9 and AAV6 repair template as a prospective treatment option for MLD. Our strategy achieved efficient insertions and deletions (>87%) and a high level of gene integration (>47%) at the ARSA locus in human bone marrow-derived HSPCs, with no detectable off-target editing. As a proof of concept, we tested our mutation-agnostic therapy in HSPCs derived from two MLD patients with distinct mutations and demonstrated restoration of ARSA enzyme activity (>30-fold improvement) equivalent to healthy adults. In summary, our investigation enabled a mutation-agnostic therapy for MLD patients with proven efficacy and strong potential for clinical translation.


Subject(s)
Leukodystrophy, Metachromatic , CRISPR-Cas Systems/genetics , Gene Editing , Genetic Therapy , Hematopoietic Stem Cells/metabolism , Humans , Leukodystrophy, Metachromatic/genetics , Leukodystrophy, Metachromatic/therapy , Mutation , Prospective Studies
8.
CRISPR J ; 4(2): 207-222, 2021 04.
Article in English | MEDLINE | ID: mdl-33876951

ABSTRACT

Mutations in the human ß-globin gene are the cause of ß-hemoglobinopathies, one of the most common inherited single-gene blood disorders in the world. Novel therapeutic approaches are based on lentiviral vectors (LVs) or CRISPR-Cas9-mediated gene disruption to express adult hemoglobin (HbA), or to reactivate the completely functional fetal hemoglobin, respectively. Nonetheless, LVs present a risk of insertional mutagenesis, while gene-disrupting transcription factors (BCL11A, KLF1) involved in the fetal-to-adult hemoglobin switch might generate dysregulation of other cellular processes. Therefore, universal gene addition/correction approaches combining CRISPR-Cas9 and homology directed repair (HDR) by delivering a DNA repair template through adeno-associated virus could mitigate the limitations of both lentiviral gene transfer and gene disruption strategies, ensuring targeted integration and controlled transgene expression. In this study, we attained high rates of gene addition (up to 12%) and gene correction (up to 38%) in hematopoietic stem and progenitor cells from healthy donors without any cell sorting/enrichment or the application of HDR enhancers. Furthermore, these approaches were tested in heterozygous (ß0/ß+) and homozygous (ß0/ß0, ß+/ß+) ß-thalassemia patients, achieving a significant increase in HbA and demonstrating the universal therapeutic potential of this study for the treatment of ß-hemoglobinopathies.


Subject(s)
CRISPR-Cas Systems , Dependovirus/genetics , Genetic Therapy , Hemoglobinopathies/genetics , Hemoglobinopathies/therapy , Clustered Regularly Interspaced Short Palindromic Repeats , Dependovirus/metabolism , Fetal Hemoglobin/genetics , Fetal Hemoglobin/metabolism , Gene Editing , Hematopoietic Stem Cells , Humans , beta-Globins/genetics , beta-Globins/metabolism , beta-Thalassemia/genetics , beta-Thalassemia/metabolism , beta-Thalassemia/therapy
9.
Sci Rep ; 10(1): 10133, 2020 06 23.
Article in English | MEDLINE | ID: mdl-32576837

ABSTRACT

ß-hemoglobinopathies are caused by abnormal or absent production of hemoglobin in the blood due to mutations in the ß-globin gene (HBB). Imbalanced expression of adult hemoglobin (HbA) induces strong anemia in patients suffering from the disease. However, individuals with natural-occurring mutations in the HBB cluster or related genes, compensate this disparity through γ-globin expression and subsequent fetal hemoglobin (HbF) production. Several preclinical and clinical studies have been performed in order to induce HbF by knocking-down genes involved in HbF repression (KLF1 and BCL11A) or disrupting the binding sites of several transcription factors in the γ-globin gene (HBG1/2). In this study, we thoroughly compared the different CRISPR/Cas9 gene-disruption strategies by gene editing analysis and assessed their safety profile by RNA-seq and GUIDE-seq. All approaches reached therapeutic levels of HbF after gene editing and showed similar gene expression to the control sample, while no significant off-targets were detected by GUIDE-seq. Likewise, all three gene editing platforms were established in the GMP-grade CliniMACS Prodigy, achieving similar outcome to preclinical devices. Based on this gene editing comparative analysis, we concluded that BCL11A is the most clinically relevant approach while HBG1/2 could represent a promising alternative for the treatment of ß-hemoglobinopathies.


Subject(s)
Anemia, Sickle Cell/genetics , CRISPR-Cas Systems , Fetal Hemoglobin/genetics , Gene Editing/methods , Kruppel-Like Transcription Factors/genetics , Repressor Proteins/genetics , gamma-Globins/genetics , Anemia, Sickle Cell/therapy , Antigens, CD34 , Cells, Cultured , Gene Expression/genetics , Humans , Molecular Targeted Therapy , Mutation
10.
Blood Cells Mol Dis ; 84: 102456, 2020 09.
Article in English | MEDLINE | ID: mdl-32498026

ABSTRACT

ß-Hemoglobinopathies are among the most common single-gene disorders and are caused by different mutations in the ß-globin gene. Recent curative therapeutic approaches for these disorders utilize lentiviral vectors (LVs) to introduce a functional copy of the ß-globin gene into the patient's hematopoietic stem cells. Alternatively, fetal hemoglobin (HbF) can reduce or even prevent the symptoms of disease when expressed in adults. Thus, induction of HbF by means of LVs and other molecular approaches has become an alternative treatment of ß-hemoglobinopathies. Here, we performed a head-to-head comparative analysis of HbF-inducing LVs encoding for: 1) IGF2BP1, 2) miRNA-embedded shRNA (shmiR) sequences specific for the γ-globin repressor protein BCL11A, and 3) γ-globin gene. Furthermore, two novel baboon envelope proteins (BaEV)-LVs were compared to the commonly used vesicular-stomatitis-virus glycoprotein (VSV-G)-LVs. Therapeutic levels of HbF were achieved for all VSV-G-LV approaches, from a therapeutic level of 20% using γ-globin LVs to 50% for both IGF2BP1 and BCL11A-shmiR LVs. Contrarily, BaEV-LVs conferred lower HbF expression with a peak level of 13%, however, this could still ameliorate symptoms of disease. From this thorough comparative analysis of independent HbF-inducing LV strategies, we conclude that HbF-inducing VSV-G-LVs represent a promising alternative to ß-globin gene addition for patients with ß-hemoglobinopathies.


Subject(s)
Fetal Hemoglobin/genetics , Genetic Vectors/genetics , Hemoglobinopathies/therapy , Lentivirus/genetics , Cell Line , Cells, Cultured , Gene Expression , Gene Transfer Techniques , Genetic Therapy , Genetic Vectors/administration & dosage , Genetic Vectors/therapeutic use , Hemoglobinopathies/genetics , Humans , Transduction, Genetic , Up-Regulation , gamma-Globins/genetics
11.
Brief Funct Genomics ; 19(3): 191-200, 2020 05 20.
Article in English | MEDLINE | ID: mdl-31844895

ABSTRACT

Chimeric antigen receptor (CAR)-modified T cells have raised among other immunotherapies for cancer treatment, being implemented against B-cell malignancies. Despite the promising outcomes of this innovative technology, CAR-T cells are not exempt from limitations that must yet to be overcome in order to provide reliable and more efficient treatments against other types of cancer. The purpose of this review is to shed light on the field of CAR-T cell gene editing for therapy universalization and further enhancement of antitumor function. Several studies have proven that the disruption of certain key genes is essential to boost immunosuppressive resistance, prevention of fratricide, and clinical safety. Due to its unparalleled simplicity, feasibility to edit multiple gene targets simultaneously, and affordability, CRISPR/CRISPR-associated protein 9 system has been proposed in different clinical trials for such CAR-T cell improvement. The combination of such powerful technologies is expected to provide a new generation of CAR-T cell-based immunotherapies for clinical application.


Subject(s)
CRISPR-Cas Systems/genetics , Gene Editing/methods , Immunotherapy/methods , Humans
12.
Blood Rev ; 40: 100641, 2020 03.
Article in English | MEDLINE | ID: mdl-31761379

ABSTRACT

Due to pioneering in vitro investigations on gene modification, gene engineering platforms have incredibly improved to a safer and more powerful tool for the treatment of multiple blood and immune disorders. Likewise, several clinical trials have been initiated combining autologous hematopoietic stem cell transplantation (auto-HSCT) with gene therapy (GT) tools. As several GT modalities such as lentivirus and gene editing tools have a long developmental path ahead to diminish its negative side effects, it is hard to decide which modality is optimal for treating a specific disease. Gene transfer by lentiviruses is the platform of choice for loss-of-mutation diseases, whereas gene correction/addition or gene disruption by gene editing tools, mainly CRISPR/Cas9, is likely to be more efficient in diseases where tight regulation is needed. Therefore, in this review, we compiled pertinent information about lentiviral gene transfer and CRISPR/Cas9 gene editing, their evolution to a safer platform for HSCT, and their applications on other types of gene disorders based on the etiology of the disease and cell fitness.


Subject(s)
Gene Editing , Genetic Therapy , Hematologic Diseases , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells , Immune System Diseases , Lentivirus , Autografts , Hematologic Diseases/genetics , Hematologic Diseases/therapy , Humans , Immune System Diseases/genetics , Immune System Diseases/therapy
13.
Bone Marrow Transplant ; 54(12): 1940-1950, 2019 12.
Article in English | MEDLINE | ID: mdl-30903024

ABSTRACT

Allogeneic hematopoietic stem cell transplantation (HSCT) is a standard therapeutic intervention for hematological malignancies and several monogenic diseases. However, this approach has limitations related to lack of a suitable donor, graft-versus-host disease and infectious complications due to immune suppression. On the contrary, autologous HSCT diminishes the negative effects of allogeneic HSCT. Despite the good efficacy, earlier gene therapy trials with autologous HSCs and viral vectors have raised serious safety concerns. However, the CRISPR/Cas9-edited autologous HSCs have been proposed to be an alternative option with a high safety profile. In this review, we summarized the possibility of CRISPR/Cas9-mediated autologous HSCT as a potential treatment option for various diseases supported by preclinical gene-editing studies. Furthermore, we discussed future clinical perspectives and possible clinical grade improvements of CRISPR/cas9-mediated autologous HSCT.


Subject(s)
CRISPR-Cas Systems/genetics , Hematopoietic Stem Cell Transplantation/methods , Stem Cell Transplantation/methods , Transplantation Conditioning/methods , Transplantation, Homologous/methods , Humans
14.
Mol Cell Pediatr ; 5(1): 9, 2018 Nov 14.
Article in English | MEDLINE | ID: mdl-30430274

ABSTRACT

BACKGROUND: ß-Thalassemia is an inherited hematological disorder caused by mutations in the human hemoglobin beta (HBB) gene that reduce or abrogate ß-globin expression. Although lentiviral-mediated expression of ß-globin and autologous transplantation is a promising therapeutic approach, the risk of insertional mutagenesis or low transgene expression is apparent. However, targeted gene correction of HBB mutations with programmable nucleases such as CRISPR/Cas9, TALENs, and ZFNs with non-viral repair templates ensures a higher safety profile and endogenous expression control. METHODS: We have compared three different gene-editing tools (CRISPR/Cas9, TALENs, and ZFNs) for their targeting efficiency of the HBB gene locus. As a proof of concept, we studied the personalized gene-correction therapy for a common ß-thalassemia splicing variant HBBIVS1-110 using Cas9 mRNA and several optimally designed single-stranded oligonucleotide (ssODN) donors in K562 and CD34+ hematopoietic stem cells (HSCs). RESULTS: Our results exhibited that indel frequency of CRISPR/Cas9 was superior to TALENs and ZFNs (P < 0.0001). Our designed sgRNA targeting the site of HBBIVS1-110 mutation showed indels in both K562 cells (up to 77%) and CD34+ hematopoietic stem cells-HSCs (up to 87%). The absolute quantification by next-generation sequencing showed that up to 8% site-specific insertion of the NheI tag was achieved using Cas9 mRNA and a chemically modified ssODN in CD34+ HSCs. CONCLUSION: Our approach provides guidance on non-viral gene correction in CD34+ HSCs using Cas9 mRNA and chemically modified ssODN. However, further optimization is needed to increase the homology directed repair (HDR) to attain a real clinical benefit for ß-thalassemia.

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